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Number of items at this level: 575.

2019

Jäger, Jonas (2019):
Self-Imitation Regularization: Regularizing Neural Networks by Leveraging Their Dark Knowledge.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8717],
[Bachelor Thesis]

Falke, Tobias and Ribeiro F. R,, Leonardo and Utama, Prasetya and Dagan, Ido and Gurevych, Iryna (2019):
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference.
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, [Article]

Zhao, Wei and Peng, Haiyun and Eger, Steffen and Cambria, Eric and Yang, Min (2019):
Bridging Capsule Networks and Mature NLP Applications.
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, [Article]

Tavakol, Maryam (2019):
Contextual Models for Sequential Recommendation.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8667],
[Ph.D. Thesis]

Sulzmann, Jan-Nikolas (2019):
Rule Learning: From Local Patterns to Global Models.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/7387],
[Ph.D. Thesis]

Paul, Debjit and Frank, Anette (2019):
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs.
In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 1, [Online-Edition: https://arxiv.org/abs/1904.00676],
[Conference or Workshop Item]

Opitz, Juri and Frank, Anette (2019):
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling.
Minneapolis, Minnesota, In: Proceedings of the 8th Joint Conference on Lexical and Computational Semantics (*SEM), Minneapolis, Minnesota, [Conference or Workshop Item]

Opitz, Juri and Frank, Anette (2019):
Automatic Accuracy Prediction for AMR Parsing.
Minneapolis, Minnesota, In: Proceedings of the 8th Joint Conference on Lexical and Computational Semantics (*SEM), Minneapolis, Minnesota, [Conference or Workshop Item]

Kobbe, Jonathan and Opitz, Juri and Becker, Maria and Hulpus, Ioana and Stuckenschmidt, Heiner and Frank, Anette (2019):
Exploiting Background Knowledge for Argumentative Relation Classification.
In: Second Biennial Conference on Language, Data and Knowledge (LDK 2019), [Conference or Workshop Item]

Opitz, Juri and Born, Leo and Nastase, Vivi and Pultar, Yannick (2019):
Automatic Reconstruction of Emperor Itineraries from the Regesta Imperii.
In: Proceedings of the 3rd Conference for Digital Access to Textual Cultural Heritage (DATeCH), [Online-Edition: https://www.cl.uni-heidelberg.de/~opitz/pdf/emperor_itinerar...],
[Conference or Workshop Item]

Paul, Debjit and Hedderich, Michael A. (2019):
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling.
In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, [Online-Edition: https://arxiv.org/pdf/1903.12008.pdf],
[Conference or Workshop Item]

Nam, Jinseok (2019):
Learning Label Structures with Neural Networks for Multi-label Classification.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8738],
[Ph.D. Thesis]

2018

Kauschke, Sebastian and Mühlhäuser, Max and Fürnkranz, Johannes (2018):
Towards Semi-Supervised Classification of Event Streams via Denoising Autoencoders.
Orlando, IEEE, In: IEEE ICMLA 2018 : 17th IEEE International Conference On Machine Learning And Applications, Orlando, Florida, Dec 17, 2018 - Dec 20, 2018, [Conference or Workshop Item]

Dang, Hien Quoc and Fürnkranz, Johannes (2018):
Using Past Maneuver Executions for Personalization of a Driver Model.
USA, IEEE, In: 21th IEEE International Conference on Intelligent Transportation Systems (ITSC-18), Maui, Hawaii, USA, 4.-7. November 2018, [Conference or Workshop Item]

Kauschke, Sebastian and Mühlhäuser, Max and Fürnkranz, Johannes (2018):
Leveraging Reproduction-Error Representations for Multi-Instance Classification.
In: Discovery Science, Cham, Springer Nature, In: 21st International Conference on Discovery Science, Limassol, Cyprus, October 29–31, 2018, In: Lecture Notes on Artificial Intelligence, 11198, ISBN Print 978-3-030-01770-5 Online 978-3-030-01771-2,
DOI: 10.1007/978-3-030-01771-2_6,
[Conference or Workshop Item]

Thoma, Nils (2018):
Learning to Detect Personal Information in German Text Documents.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8134],
[Bachelor Thesis]

Friesen, J. and Rausch, L. and Pelz, P. F. and Fürnkranz, Johannes (2018):
Determining Factors for Slum Growth with Predictive Data Mining Methods.
In: Urban Science, p. 81, 2, (3), DOI: 10.3390/urbansci2030081,
[Online-Edition: http://www.mdpi.com/2413-8851/2/3/81],
[Article]

Dang, Hien Quoc and Fürnkranz, Johannes
Gemulla, Rainer and Ponzetto, Simone Paolo and Bizer, Christian and Keuper, Margret and Stuckenschmidt, Heiner (eds.) (2018):
Exploiting Maneuver Dependency for Personalization of a Driver Model.
In: Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Mannheim, Germany, CEUR-WS.org, In: LWDA 2018 - Lernen, Wissen, Daten, Analysen 2018, Mannheim, Germany, August 22-24, 2018, In: CEUR Workshop Proceedings, 2191, [Online-Edition: http://ceur-ws.org/Vol-2191/paper11.pdf],
[Conference or Workshop Item]

Kauschke, Sebastian and Fürnkranz, Johannes (2018):
Batchwise Patching of Classifiers.
In: Proceedings of the 32nd AAAI Conference on Artificial Intelligence, New Orleans, LA, USA, February 2-7, 2018, [Online-Edition: https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16...],
[Conference or Workshop Item]

2017

Dang, Hien Quoc and Fürnkranz, Johannes and Hoepfl, Maximilian and Biedermann, Alexander (2017):
Time-to-Lane-Change Prediction with Deep Learning.
IEEE, In: Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems (ITSC-17), Yohohama, Japan, October 16-19, 2017, DOI: 10.1109/ITSC.2017.8317674,
[Online-Edition: https://ieeexplore.ieee.org/document/8317674],
[Conference or Workshop Item]

Wirth, Christian (2017):
Efficient Preference-based Reinforcement Learning.
Darmstadt, Technische Universität, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/6952],
[Ph.D. Thesis]

2016

Zopf, Markus and Peyrard, Maxime and Eckle-Kohler, Judith (2016):
The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach.
In: Proceedings of the 26th International Conference on Computational Linguistics, The COLING 2016 Organizing Committee, Osaka, Japan, [Online-Edition: http://aclweb.org/anthology/C16-1145],
[Conference or Workshop Item]

Zopf, Markus and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization.
In: Proceedings of the 26th International Conference on Computational Linguistics, Osaka, Japan, [Online-Edition: http://www.aclweb.org/anthology/C16-1102],
[Conference or Workshop Item]

Kauschke, Sebastian and Fürnkranz, Johannes and Janssen, Frederik (2016):
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
In: Discovery Science - 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings, Cham, Springer, Bari, Italy, October 19–21, 2016, ISBN 978-3-319-46306-3,
DOI: 10.1007/978-3-319-46307-0_10,
[Conference or Workshop Item]

Zopf, Markus and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization.
In: Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), Association for Computational Linguistics, Berlin, Germany, [Online-Edition: http://www.aclweb.org/anthology/K16-1009],
[Conference or Workshop Item]

Hirschmann, Fabian and Nam, Jinseok and Fürnkranz, Johannes (2016):
What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation.
In: Proceedings of the 26th International Conference on Computational Linguistics, [Online-Edition: http://aclweb.org/anthology/C16-1301],
[Conference or Workshop Item]

Nam, Jinseok and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
All-in Text: Learning Document, Label, and Word Representations Jointly.
In: Proceedings of the AAAI Conference on Artificial Intelligence, In: Thirtieth AAAI Conference on Artificial Intelligence, [Online-Edition: https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12...],
[Conference or Workshop Item]

2015

Zopf, Markus (2015):
SeqCluSum: Combining Sequential Clustering and Contextual Importance Measuring to Summarize Developing Events over Time.
In: Proceedings of the 24th Text Retrieval Conference, National Institute of Standards and Technology, Gaithersburg, Maryland, USA, [Online-Edition: https://trec.nist.gov/pubs/trec24/papers/AIPHES-TS.pdf],
[Conference or Workshop Item]

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel (2015):
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
In: KDML: Workshop on Knowledge Discovery, Data Mining and Machine Learning, Trier, [Conference or Workshop Item]

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel (2015):
Advances in Predictive Maintenance for a Railway Scenario - Project Techlok.
[Online-Edition: http://www.ke.tu-darmstadt.de/bibtex/publications/show/2690],
[Report]

Schulz, Axel and Janssen, Frederik and Ristoski, Petar and Fürnkranz, Johannes (2015):
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
AAAI Press, In: Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015), [Online-Edition: http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/1...],
[Conference or Workshop Item]

Zopf, Markus (2015):
A Comparison Between the Usage of Flat and Structured Game Trees for Move Evaluation in Hearthstone.
Darmstadt, TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/master/2015/Zop...],
[Master Thesis]

Schulz, Axel and Karolus, Jakob and Janssen, Frederik and Schweizer, Immanuel (2015):
Accurate Pollutant Modeling and Mapping: Applying Machine Learning to Participatory Sensing and Urban Topology Data.
IEEE, In: Proceedings of the International Conference on Networked Systems (NetSys2015), [Online-Edition: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7089079...],
[Conference or Workshop Item]

Fürnkranz, Johannes (2015):
Editorial.
In: Data Mining and Knowledge Discovery, pp. 1-2, 29, (1), [Online-Edition: http://link.springer.com/article/10.1007%2Fs10618-014-0400-z],
[Article]

Schulz, Axel and Ristoski, Petar and Fürnkranz, Johannes and Janssen, Frederik (2015):
Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
CEUR workshop proceedings, In: Proceedings of the 2nd International Workshop on Mining Urban Data co-located with the 32nd International Conference on Machine Learning, July, 11th, ISSN 1613-0073,
[Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes (2015):
On Learning from Game Annotations.
In: IEEE Transactions on Computational Intelligence and AI in Games, pp. 304-316, 7, (3), [Article]

Paulheim, Heiko and Schulz, Axel and Janssen, Frederik and Ristoski, Petar and Schweizer, Immanuel
Ege, Börteçin and Humm, Bernhard and Reibold, Anatol (eds.) (2015):
Intelligente Datenauswertung mit Linked Open Data.
In: Corporate Semantic Web: Wie semantische Anwendungen in Unternehmen Nutzen stiften, Springer-Verlag Berlin Heidelberg, Springer Vieweg, pp. 187-201, [Online-Edition: http://www.springer.com/us/book/9783642548857],
[Book Section]

Nam, Jinseok and Loza Mencía, Eneldo and Kim, Hyunwoo J. and Fürnkranz, Johannes (2015):
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
Springer International Publishing, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ISSN 0302-9743,
ISBN 978-3-319-23527-1,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML2015Na...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Kliegr, Tomás
Bassiliades, Nick and Gottlob, Georg and Sadri, Fariba and Paschke, Adrian and Roman, Dumitru (eds.) (2015):
A Brief Overview of Rule Learning.
Berlin, Germany, Springer, In: Rule Technologies: Foundations, Tools, and Applications - 9th International Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015, Proceedings, Berlin, Germany, In: Lecture Notes in Computer Science, 9202, [Online-Edition: http://link.springer.com/chapter/10.1007/978-3-319-21542-6_4],
[Conference or Workshop Item]

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel
Bergmann, Ralph and Görg, Sebastian and Müller, Gilbert (eds.) (2015):
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
In: Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Trier, Germany, October 7-9, 2015., In: LWA 2015 conference, Trier, Germany, October 7-9, 2015, In: CEUR Workshop Proceedings, 1458, [Online-Edition: http://ceur-ws.org/Vol-1458/],
[Conference or Workshop Item]

2014

Brinker, Christian and Loza Mencía, Eneldo and Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
Shenzhen, China, Curran Associates, IEEE, In: 2014 IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China, ISSN 1550-4786,
ISBN 978-1-4799-4303-6,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ICDM14grad...],
[Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes
Seidl, Thomas and Hassani, Marwan and Beecks, Christian (eds.) (2014):
Preference Learning from Annotated Game Databases.
Aachen, Germany, CEUR-WS.org, In: Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, In: CEUR Workshop Proceedings, 1226, [Online-Edition: http://ceur-ws.org/Vol-1226/paper11.pdf],
[Conference or Workshop Item]

Stecher, Julius and Janssen, Frederik and Fürnkranz, Johannes
Calders, Toon and Esposito, Floriana and Hüllermeier, Eyke and Meo, Rosa (eds.) (2014):
Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
Nancy, France, Springer, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3, Nancy, France, In: Lecture Notes in Computer Science, 8726, ISBN 978-3-662-44844-1,
[Online-Edition: http://dx.doi.org/10.1007/978-3-662-44845-8_8],
[Conference or Workshop Item]

Gabriel, Alexander and Paulheim, Heiko and Janssen, Frederik
Cellier, Peggy and Charnois, Thierry and Hotho, Andreas and Matwin, Stan and Moens, Marie-Francine and Toussaint, Yannick (eds.) (2014):
Learning Semantically Coherent Rules.
Nancy, France, CEUR Workshop Proceedings, In: Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), Nancy, France, 1202, ISSN 1613-0073,
[Online-Edition: http://ceur-ws.org/Vol-1202/paper4.pdf],
[Conference or Workshop Item]

Schulz, Axel and Loza Mencía, Eneldo and Dang, Thanh Tung and Schmidt, Benedikt (2014):
Evaluating Multi-label Classification of Incident-related Tweets.
In: Proceedings, 4th Workshop on Making Sense of Microposts (#Microposts2014) at WWW: Big things come in small packages, [Online-Edition: http://ceur-ws.org/Vol-1141/paper_01.pdf],
[Conference or Workshop Item]

Schulz, Axel (2014):
Mining User-Generated Content for Incidents.
TU Darmstadt, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/4107],
[Ph.D. Thesis]

Nam, Jinseok and Fürnkranz, Johannes (2014):
On Learning Vector Representations in Hierarchical Label Spaces.
In: arXiv preprint arXiv:1412.6881, [Online-Edition: http://arxiv.org/pdf/1412.6881v2.pdf],
[Article]

Fürnkranz, Johannes and Hüllermeier, Eyke and Rudin, Cynthia and Słowiński, Roman and Sanner, Scott
Preference Learning (Dagstuhl Seminar 14101).
In: Dagstuhl Reports, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, pp. 1-27, 4, (3), ISSN 2192-5283,
[Online-Edition: http://drops.dagstuhl.de/opus/volltexte/2014/4550],
[Article]

Loza Mencía, Eneldo and Janssen, Frederik
Džeroski, Sašo and Panov, Panče and Kocev, Dragi and Todorovski, Ljupčo (eds.) (2014):
Stacking Label Features for Learning Multilabel Rules.
In: Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings, Springer, pp. 192-203, [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ds14stacki...],
[Book Section]

Park, Sang-Hyeun and Fürnkranz, Johannes (2014):
Efficient Implementation of Class-Based Decomposition Schemes for Naive Bayes.
In: Machine Learning, pp. 295-309, 96, (3), [Article]

Kauschke, Sebastian and Schweizer, Immanuel and Fiebrig, Michael and Janssen, Frederik
Seidl, Thomas and Hassani, Marwan and Beecks, Christian (eds.) (2014):
Learning to Predict Component Failures in Trains.
In: LWA 2014 Workshops KDML, IR and FGWM : proceedings of the 16th LWA Workshops, Aachen, Germany, In: 16th LWA Workshops : KDML, IR and FGWM, Aachen, Germany, September 8 - 10, 2014, In: CEUR workshop proceedings, 1226, [Online-Edition: http://ceur-ws.org/Vol-1226/paper13.pdf],
[Conference or Workshop Item]

Nam, Jinseok and Kim, Jungi and Loza Mencía, Eneldo and Gurevych, Iryna and Fürnkranz, Johannes
Calders, Toon and Esposito, Floriana and Hüllermeier, Eyke and Meo, Rosa (eds.) (2014):
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
Springer Berlin Heidelberg, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2, In: Lecture Notes in Computer Science, 8725, ISBN 978-3-662-44850-2,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...],
[Conference or Workshop Item]

Schulz, Axel and Janssen, Frederik (2014):
What Is Good for One City May Not Be Good for Another One: Evaluating Generalization for Tweet Classification Based on Semantic Abstraction.
In: Proceedings of the Fifth Workshop on Semantics for Smarter Cities (a Workshop at the 13th International Semantic Web Conference (ISWC 2014)), [Online-Edition: http://ceur-ws.org/Vol-1280/paper1.pdf],
[Conference or Workshop Item]

Ristoski, Petar and Loza Mencía, Eneldo and Paulheim, Heiko (2014):
A Hybrid Multi-Strategy Recommender System Using Linked Open Data.
In: Semantic Web Evaluation Challenge, Proceedings (ESWC 2014), Springer, pp. 150-156, [Online-Edition: http://2014.eswc-conferences.org/sites/default/files/eswc201...],
[Book Section]

Nam, Jinseok (2014):
Semi-Supervised Neural Networks for Nested Named Entity Recognition.
In: Workshop on GermEval 2014 Named Entity Recognition Shared Task, KONVENS, [Online-Edition: http://opus.bsz-bw.de/ubhi/volltexte/2014/308/pdf/03_09.pdf],
[Conference or Workshop Item]

Nolle, Timo and Schweizer, Immanuel and Janssen, Frederik (2014):
Data-driven Detection of Congestion-affected Roads.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Brinker, Christian and Loza Mencía, Eneldo and Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

2013

Schulz, Axel and Thanh, Tung Dang and Paulheim, Heiko and Schweizer, Immanuel (2013):
A Fine-Grained Sentiment Analysis Approach for Detecting Crisis Related Microposts.
In: Komplexe Notsituationen schnell meistern - Die ISCRAM Konferenz 2013 zum Krisenmangement, KIT-Bibliothek Süd, [Conference or Workshop Item]

Güttinger, Dennis (2013):
A New Metaheuristic Approach for Stabilizing the Solution Quality of Simulated Annealing and Applications.
Darmstadt, Germany, TU Darmstadt, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3288/],
[Ph.D. Thesis]

Loza Mencía, Eneldo (2013):
Efficient Pairwise Multilabel Classification.
Darmstadt, TU Darmstadt, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3226],
[Ph.D. Thesis]

Wirth, Christian and Fürnkranz, Johannes
Tucker, Allan and Höppner, Frank and Siebes, Arno and Swift, Stephen (eds.) (2013):
A Policy Iteration Algorithm for Learning from Preference-based Feedback.
Springer-Verlag, In: Advances in Intelligent Data Analysis XII: 12th International Symposium (IDA-13), In: LNCS, 8207, [Conference or Workshop Item]

Fürnkranz, Johannes
Dubitzky, Werner and Wolkenhauer, Olaf and Cho, Kwang-Hyun and Yokota, Hiroki (eds.) (2013):
Rule-Based Methods.
In: Encyclopedia of Systems Biology, Springer-Verlag, [Book Section]

Hüllermeier, Eyke and Fürnkranz, Johannes (2013):
Editorial: Preference Learning and Ranking.
In: Machine Learning, pp. 185-189, 93, (2-3), [Online-Edition: http://www.springer.com/alert/urltracking.do?id=L35fd080Md1c...],
[Article]

Loza Mencía, Eneldo and Nam, Jinseok and Lee, Dong-Hyun
Glotin, H. and LeCun, Y. and Mallat, Stéphane and Tchernichovski, Ofer and Artières, Thierry and Halkias, Xanadu (eds.) (2013):
Learning multi-labeled bioacoustic samples with an unsupervised feature learning approach.
In: Proceedings of Neural Information Scaled for Bioacoustics, from Neurons to Big Data, ISSN 979-10-90821-04-0,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/lozanam201...],
[Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes (2013):
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning.
JMLR.org, In: Proceedings of the 5th Asian Conference on Machine Learning, (ACML-13), In: JMLR Proceedings, 29, [Online-Edition: http://jmlr.org/proceedings/papers/v29/Wirth13.html],
[Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes (2013):
Preference-Based Reinforcement Learning: A Preliminary Survey.
In: Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning from Generalized Feedback: Beyond Numeric Rewards, [Online-Edition: http://www.ke.tu-darmstadt.de/events/PBRL-13/papers/10-Wirth...],
[Conference or Workshop Item]

Loza Mencía, Eneldo and Holthausen, Simon and Schulz, Axel and Janssen, Frederik (2013):
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information.
In: Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013, [Online-Edition: http://ceur-ws.org/Vol-1082/paper4.pdf],
[Conference or Workshop Item]

Loza Mencía, Eneldo and Janssen, Frederik
Henrich, Andreas and Sperker, Hans-Christian (eds.) (2013):
Towards Multilabel Rule Learning.
Bamberg, Germany, In: Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2013, Bamberg, Germany, [Online-Edition: http://www.minf.uni-bamberg.de/lwa2013/proceedings/proceedin...],
[Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes (2013):
Learning from Trajectory-Based Action Preferences.
In: Proceedings of the ICRA 2013 Workshop on Autonomous Learning, [Conference or Workshop Item]

Schulz, Axel and Janssen, Frederik and Karolus, Jakob and Schweizer, Immanuel (2013):
Creating Noise Pollution Maps Based on User-generated Noise Data.
[Online-Edition: http://aimashup.org/aimashup2013/lib/exe/fetch.php?media=sch...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke and Higuchi, Tomoyuki (eds.) (2013):
Proceedings of the 16th International Conference on Discovery Science (DS-13).
Singapore, Springer-Verlag, In: Lecture Notes in Artificial Intelligence, 8140, ISBN 978-3-642-40896-0,
[Online-Edition: http://www.springer.com/computer/ai/book/978-3-642-40896-0],
[Book]

Fürnkranz, Johannes and Hüllermeier, Eyke (eds.) (2013):
Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards.
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PBRL-13/],
[Book]

Schulz, Axel and Hadjakos, Aristotelis and Paulheim, Heiko and Nachtwey, Johannes and Mühlhäuser, Max (2013):
A Multi-Indicator Approach for Geolocalization of Tweets.
In: Proceedings of the Eight International Conference on Weblogs and Social Media (ICWSM), AAAI Press, ISBN 978-1-57735-610-3,
[Conference or Workshop Item]

Schulz, Axel and Ristoski, Petar and Paulheim, Heiko
Cimiano, Philipp and Fernández, Miriam and Lopez, Vanessa and Schlobach, Stefan and Völker, Johanna (eds.) (2013):
I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs.
In: The Semantic Web: ESWC 2013 Satellite Events, Springer Berlin Heidelberg, pp. 22-33, [Book Section]

Schulz, Axel and Ristoski, Petar (2013):
The Car That Hit The Burning House: Understanding Small Scale Incident Related Information in Microblogs.
In: Proceedings of the 2nd When the City Meets the Citizen Workshop (WCMCW) at ICWSM'13, [Article]

2012

Janssen, Frederik (2012):
Heuristic Rule Learning.
Darmstadt, TU Darmstadt / Knowledge Engineering, [Online-Edition: urn:nbn:de:tuda-tuprints-31352],
[Ph.D. Thesis]

Duivesteijn, Wouter and Loza Mencía, Eneldo and Fürnkranz, Johannes and Knobbe, Arno J.
Hollmén, Jaakko and Klawonn, Frank and Tucker, Allan (eds.) (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
Springer, In: Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11), In: Lecture Notes in Computer Science, 7619, ISBN 978-3-642-34155-7,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/IDA-12.pdf],
[Conference or Workshop Item]

Weizsäcker, Lorenz and Fürnkranz, Johannes (2012):
Multidimensional Ordered Mappings for Empirical Machine Learning Research.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/multdim_ma...],
[Conference or Workshop Item]

Park, Sang-Hyeun (2012):
Efficient Decomposition-Based Multiclass and Multilabel Classification.
TU Darmstadt, [Online-Edition: urn:nbn:de:tuda-tuprints-29942],
[Ph.D. Thesis]

Weizsäcker, Lorenz and Fürnkranz, Johannes (2012):
Basic Instrument for Experimental Probes in Machine Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Park, Sang-Hyeun and Fürnkranz, Johannes (2012):
Efficient prediction algorithms for binary decomposition techniques.
In: Data Mining and Knowledge Discovery, Springer Netherlands, pp. 40-77, 24, (1), ISSN 1384-5810,
[Article]

Loza Mencía, Eneldo (2012):
Efficient Pairwise Multilabel Classification.
Technische Universität Darmstadt, Knowledge Engineering Group, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3226/7/loza12diss.pdf],
[Ph.D. Thesis]

Janssen, Frederik and Fallahi, Faraz and Noessner, Jan and Paulheim, Heiko (2012):
Towards Rule Learning Approaches to Instance-based Ontology Matching.
In: 1st International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD), [Online-Edition: http://www.ke.tu-darmstadt.de/know-a-lod-2012/wp-content/upl...],
[Conference or Workshop Item]

Paulheim, Heiko and Oberle, Daniel and Plendl, Roland and Probst, Florian (2012):
An Architecture for Information Exchange based on Reference Models.
In: 4th International Conference on Software Language Engineering (SLE 2011), [Conference or Workshop Item]

Paulheim, Heiko (2012):
Generating Possible Interpretations for Statistics from Linked Open Data.
In: 9th Extended Semantic Web Conference (ESWC), In: LNCS, 7295, [Conference or Workshop Item]

Schulz, Axel and Paulheim, Heiko and Probst, Florian (2012):
Crisis Information Management in the Web 3.0 Age.
In: 9th International Conference on Information Systems for Crisis Response and Management (ISCRAM), [Conference or Workshop Item]

Schulz, Axel and Paulheim, Heiko (2012):
Combining Government and Linked Open Data in Emergency Management.
In: AI Mashup Challenge, [Conference or Workshop Item]

Paulheim, Heiko (2012):
Ontologiebasierte Applikationsintegration auf Nutzerschnittstellenebene.
In: Ausgezeichnete Informatikdissertationen 2011, In: LNI, D-12, [Conference or Workshop Item]

Hienert, Daniel and Wegener, Daniel and Paulheim, Heiko (2012):
Automatic Classification and Relationship Extraction for Multi-Lingual and Multi-Granular Events from Wikipedia.
In: Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2012), In: CEUR-WS, 902, [Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke
Seel, Norbert M. (ed.) (2012):
Preference Learning.
In: Encyclopedia of the Sciences of Learning, Springer-Verlag, p. 986, [Book Section]

Paulheim, Heiko (2012):
Explain-a-LOD: Using Linked Open Data for Interpreting Statistics.
In: International Conference on Intelligent User Interfaces (IUI 2012), [Conference or Workshop Item]

Paulheim, Heiko and Fürnkranz, Johannes (2012):
Unsupervised Generation of Data Mining Features from Linked Open Data.
In: International Conference on Web Intelligence and Semantics (WIMS'12), [Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke and Cheng, Weiwei and Park, Sang-Hyeun (2012):
Preference-based Reinforcement Learning: A Formal Framework and a Policy Iteration Algorithm.
In: Machine Learning, pp. 123-156, 89, (1-2), ISSN 0885-6125,
[Article]

Fürnkranz, Johannes and Park, Sang-Hyeun
Ganascia, Jean-Gabriel and Lenca, Philippe and Petit, Jean-Marc (eds.) (2012):
Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction.
Lyon, France, Springer, In: Proceedings of the 15th International Conference on Discovery Science (DS-12), Lyon, France, [Conference or Workshop Item]

Janssen, Frederik and Zopf, Markus (2012):
The SeCo-Framework for Rule Learning.
In: Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2012, [Conference or Workshop Item]

Seeliger, Alexander and Paulheim, Heiko (2012):
A Semantic Browser for Linked Open Data.
In: Semantic Web Challenge, [Conference or Workshop Item]

Paulheim, Heiko (2012):
Browsing Linked Open Data with Auto Complete.
In: Semantic Web Challenge, [Conference or Workshop Item]

Hertling, Sven (2012):
Hertuda results for OEAI 2012.
In: Seventh International Workshop on Ontology Matching (OM 2012), [Conference or Workshop Item]

Dang, Thanh Tung and Gabriel, Alexander and Hertling, Sven and Roskosch, Philipp and Wlotzka, Marcel and Zilke, Jan Ruben and Janssen, Frederik and Paulheim, Heiko (2012):
HotMatch results for OEAI 2012.
In: Seventh International Workshop on Ontology Matching (OM 2012), [Conference or Workshop Item]

Paulheim, Heiko (2012):
WeSeE-Match results for OEAI 2012.
In: Seventh International Workshop on Ontology Matching (OM 2012), [Conference or Workshop Item]

Hertling, Sven and Paulheim, Heiko (2012):
WikiMatch - Using Wikipedia for Ontology Matching.
In: Seventh International Workshop on Ontology Matching (OM 2012), [Conference or Workshop Item]

Hertling, Sven and Paulheim, Heiko (2012):
WikiMatch results for OEAI 2012.
In: Seventh International Workshop on Ontology Matching (OM 2012), [Conference or Workshop Item]

Paulheim, Heiko and Pan, Jeff Z. (2012):
Why the Semantic Web Should Become More Imprecise.
In: What will the Semantic Web look like 10 years from now?, [Conference or Workshop Item]

Wirth, Christian and Fürnkranz, Johannes (2012):
First Steps Towards Learning from Game Annotations.
In: Workshop Proceedings - Preference Learning: Problems and Applications in AI at ECAI 2012, [Online-Edition: http://www.ke.tu-darmstadt.de/events/PL-12/papers/11-wirth.p...],
[Conference or Workshop Item]

Park, Sang-Hyeun (2012):
Efficient Decomposition-Based Multiclass and Multilabel Classification.
TU Darmstadt, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/2994/],
[Ph.D. Thesis]

Janssen, Frederik (2012):
Heuristic Rule Learning.
TU Darmstadt, Knowledge Engineering Group, [Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3135/],
[Ph.D. Thesis]

Duivesteijn, Wouter and Loza Mencía, Eneldo and Fürnkranz, Johannes and Knobbe, Arno J. (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Fürnkranz, Johannes and Hüllermeier, Eyke (eds.) (2012):
Proceedings of the ECAI-12 Workshop on Preference Learning: Problems and Applications in AI (PL-12).
[Online-Edition: http://www.ke.tu-darmstadt.de/events/PL-12/PL12-Proceedings....],
[Book]

2011

Wohlrab, Lars and Fürnkranz, Johannes (2011):
A Review and Comparison of Strategies for Handling Missing Values in Separate-and-Conquer Rule Learning.
In: Journal of Intelligent Information Systems, pp. 73-98, 36, (1), [Article]

Bank, Max (2011):
Eine Grafische Benutzeroberfläche für ein Poker-Spiel.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2011/B...],
[Master Thesis]

Appadurai, Daniel (2011):
Entwurf eines serviceorientierten Recommender-Systems im BMW Group Kontext.
TU Darmstadt, [Master Thesis]

Büscher, Niklas (2011):
On Solving Pentago.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2011/B...],
[Master Thesis]

Cheng, Weiwei and Fürnkranz, Johannes and Hüllermeier, Eyke and Park, Sang-Hyeun (2011):
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer-Verlag, [Conference or Workshop Item]

Ried, Martin (2011):
Strukturelle Eigenschaften des Verbindungsgraphen in der Churn-Analyse.
TU Darmstadt, [Master Thesis]

Heinz, Alexander (2011):
Vorhersagequalität zufälliger Baumstrukturen.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2011/H...],
[Master Thesis]

Paulheim, Heiko and Probst, Florian (2011):
A Formal Ontology on User Interfaces - Yet Another User Interface Description Language?
In: Proceedings of the Second Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS), [Conference or Workshop Item]

Paulheim, Heiko and Plendl, Roland and Probst, Florian and Oberle, Daniel (2011):
Mapping Pragmatic Class Models to Reference Ontologies.
In: The 2011 IEEE 27th International Conference on Data Engineering Workshops - 2nd International Workshop on Data Engineering meets the Semantic Web (DESWeb), [Conference or Workshop Item]

Paulheim, Heiko and Meyer, Lars (2011):
Ontology-based Information Visualization in Integrated UIs.
In: Proceedings of the 2011 International Conference on Intelligent User Interfaces (IUI), ACM, [Conference or Workshop Item]

Paulheim, Heiko (2011):
Ontology-based application integration.
New York, Springer, TU Darmstadt, ISBN 978-1-461-41429-2 ; 1-461-41429-6,
[Ph.D. Thesis]

Fürnkranz, Johannes and Gamberger, Dragan and Lavrac, Nada (2011):
Foundations of Rule Learning.
Springer-Verlag, ISBN 978-3-540-75196-0,
[Online-Edition: http://www.springer.com/computer/database+management+%26+inf...],
[Book]

2010

Erdogan, Atila and Paulheim, Heiko (2010):
Mächtig & Schick - Java-Applikationen mit Flex-UIs.
In: JavaSpektrum, pp. 32-35, 2, [Article]

Ghiglieri, Marco and Fürnkranz, Johannes (2010):
Learning to Recognize Missing E-mail Attachments.
In: Applied Artificial Intelligence, pp. 443-462, 24, (5), [Article]

Hüllermeier, Eyke and Fürnkranz, Johannes (2010):
On Predictive Accuracy and Risk Minimization in Pairwise Label Ranking.
In: Journal of Computer and System Sciences, pp. 49-62, 76, (1), [Article]

Fürnkranz, Johannes and Knobbe, Arno J. (2010):
Guest Editorial: Global Modeling using Local Patterns.
In: Data Mining and Knowledge Discovery, pp. 1-8, 21, [Article]

Janssen, Frederik and Fürnkranz, Johannes (2010):
On the Quest for Optimal Rule Learning Heuristics.
In: Machine Learning, pp. 343-379, 78, (3), [Article]

Fürnkranz, Johannes and Sima, Jan Frederik (2010):
On Exploiting Hierarchical Label Structure with Pairwise Classifiers.
In: SIGKDD Explorations, pp. 21-25, 12, (2), [Online-Edition: http://www.sigkdd.org/explorations/issues/12-2-2010-12/v12-0...],
[Article]

Paulheim, Heiko and Probst, Florian (2010):
Application Integration on the User Interface Level: an Ontology-Based Approach.
In: Data & Knowledge Engineering Journal, Special Issue on Contribution of Ontologies in Designing Advanced Information Systems, pp. 1103-1116, 69, (11), [Article]

Paulheim, Heiko and Probst, Florian (2010):
Ontology-Enhanced User Interfaces: A Survey.
In: International Journal on Semantic Web and Information Systems, pp. 36-59, 6, (2), [Article]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Decision List.
In: Encyclopedia of Machine Learning, Springer-Verlag, p. 261, [Book Section]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Decision Lists and Decision Trees.
In: Encyclopedia of Machine Learning, Springer-Verlag, pp. 261-262, [Book Section]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Decision Tree.
In: Encyclopedia of Machine Learning, Springer-Verlag, pp. 263-267, [Book Section]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Machine Learning and Game Playing.
In: Encyclopedia of Machine Learning, Springer-Verlag, pp. 633-637, [Book Section]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Pruning.
In: Encyclopedia of Machine Learning, Springer-Verlag, p. 817, [Book Section]

Fürnkranz, Johannes
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Rule Learning.
In: Encyclopedia of Machine Learning, Springer-Verlag, pp. 875-879, [Book Section]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Francesconi, Enrico and Montemagni, Simonetta and Peters, Wim and Tiscornia, Daniela (eds.) (2010):
Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Semantic Processing of Legal Texts -- Where the Language of Law Meets the Law of Language, Springer-Verlag, pp. 192-215, [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/loza10eurl...],
[Book Section]

Fürnkranz, Johannes and Hüllermeier, Eyke
Fürnkranz, Johannes and Hüllermeier, Eyke (eds.) (2010):
Preference Learning and Ranking by Pairwise Comparison.
In: Preference Learning, Springer-Verlag, pp. 65-82, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Book Section]

Fürnkranz, Johannes and Hüllermeier, Eyke
Fürnkranz, Johannes and Hüllermeier, Eyke (eds.) (2010):
Preference Learning: An Introduction.
In: Preference Learning, Springer-Verlag, pp. 1-17, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Book Section]

Fritz, Christian and Kirschner, Christian and Reker, Daniel and Wisplinghoff, Andre and Paulheim, Heiko and Probst, Florian (2010):
Geospatial Web Mining for Emergency Management.
In: GIScience 2010 - Extended Abstracts, [Conference or Workshop Item]

Park, Sang-Hyeun and Weizsäcker, Lorenz and Fürnkranz, Johannes
Pfahringer, Bernhard and Holmes, Geoff and Hoffmann, Achim (eds.) (2010):
Exploiting Code Redundancies in ECOC.
In: Discovery Science, Springer Berlin / Heidelberg, 6332, [Conference or Workshop Item]

Loza Mencía, Eneldo
Atzmüller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd (eds.) (2010):
An Evaluation of Multilabel Classification for the Automatic Annotation of Texts.
In: Proceedings of the LWA 2010: Lernen, Wissen & Adaptivität, Workshop on Knowledge Discovery and Machine Learning (KDML 2010), [Online-Edition: http://www.kde.cs.uni-kassel.de/conf/lwa10/papers/kdml11.pdf],
[Conference or Workshop Item]

Loza Mencía, Eneldo
Zhang, Min-Ling and Tsoumakas, Grigorios and Zhou, Zhi-Hua (eds.) (2010):
Multilabel Classification in Parallel Tasks.
In: Working Notes of the 2nd International Workshop on Learning from Multi-Label Data at ICML/COLT 2010, [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/loza10mlpt...],
[Conference or Workshop Item]

Paulheim, Heiko (2010):
Seamlessly Integrated, but Loosely Coupled - Building UIs from Heterogeneous Components.
In: ASE '10: Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, ACM, ISBN 978-1-4503-0116-9,
[Conference or Workshop Item]

Paulheim, Heiko and Erdogan, Atila (2010):
Seamless Integration of Heterogeneous UI Components.
In: Proceedings of the 2nd ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2010), ACM, [Online-Edition: http://portal.acm.org/citation.cfm?id=1822018.1822067],
[Conference or Workshop Item]

Paulheim, Heiko
Aroyo, Lora and Antoniou, Grigoris and Hyvönen, Eero and ten Teije, Annette and Stuckenschmidt, Heiner and Cabral, Liliana and Tudorache, Tania (eds.) (2010):
Efficient Semantic Event Processing: Lessons Learned in User Interface Integration.
In: The Semantic Web: Research and Applications, Part II, Springer, 6089, [Online-Edition: http://www.springerlink.de/content/v771525215926268/],
[Conference or Workshop Item]

Paulheim, Heiko and Probst, Florian
Dix, Alan and Hussein, Tim and Lukosch, Stephan and Ziegler, Juergen (eds.) (2010):
Improving UI Integration with Formal Semantics.
In: Proceedings of the Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS), [Conference or Workshop Item]

Dorn, Johannes (2010):
Implementierung und Evaluierung eines Greedy Association Rule Learners.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Ehrhardt, Torsten (2010):
Lernen Abalone zu spielen.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2010/E...],
[Master Thesis]

Karpf, Anne-Christine (2010):
Bidirectional Rule Learning.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Zopf, Markus (2010):
Ein Framework zur Entwicklung und Evaluation intelligenter Pokeragenten.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2010/Z...],
[Master Thesis]

Heinje, Stefan (2010):
Neuronale Netze in Go.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Schaede, Jörg (2010):
Learning Strechted Rules.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Schwaiger, Kai (2010):
Prozessoptimierung und Qualitätssicherung in der Datenaufbereitung von Fahrgastinformationssystemen.
TU Darmstadt, [Master Thesis]

Wissenbach, Moritz (2010):
Object Feature Coding: A Decomposition Framework Unifying Object and Label Ranking.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/diplom/2010/Wis...],
[Master Thesis]

Li, Jun (2010):
Selbst lernendes qualitätssensitives Testmanagement.
TU Darmstadt, [Master Thesis]

Baier, Hendrik (2010):
Adaptive Playout Policies for Monte-Carlo Go.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/master/2010/Bai...],
[Master Thesis]

Ciordas-Fanghäuser, George-Petru (2010):
Entwicklung eines Assistenzsystems zur Berechnung der Ähnlichkeit von Konfigurationsdateien.
TU Darmstadt, [Master Thesis]

Du, Jiawei (2010):
Iterative Optimization of Rule Sets.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Meyer, Lars (2010):
Effizientes Reasoning über laufende Systeme am Beispiel eines Frameworks zur User Interface Integration.
TU Darmstadt, [Master Thesis]

Wirth, Christian (2010):
Determining Move Effects Without Explicit State Construction - Construction and Implementation of a GGP Agent.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/master/2010/Wir...],
[Master Thesis]

Lortz, Steffen (2010):
Clustering of Mailing List Discussions.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/studien/2010/Lo...],
[Master Thesis]

Janssen, Frederik and Fürnkranz, Johannes (2010):
Separate-and-conquer Regression.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes (2010):
Probability Estimation and Aggregation for Rule Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Weizsäcker, Lorenz (2010):
Persistent Name Spaces for Uniform Experiments.
[Online-Edition: http://www.ke.tu-darmstadt.de/resources/peewit],
[Report]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes (2010):
Rule Stacking: An approach for compressing an ensemble of rule sets into a single classifier.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Park, Sang-Hyeun and Weizsäcker, Lorenz and Fürnkranz, Johannes (2010):
Exploiting Code-Redundancies in ECOC for Reducing its Training Complexity using Incremental and SVM Learners.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Janssen, Frederik and Fürnkranz, Johannes (2010):
The SeCo-framework for rule learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Probst, Florian and Paulheim, Heiko and Brucker, Achim and Schulte, Stefan (2010):
SoKNOS -- Informationsdienste für das Katastrophenmanagement.
In: VDE Kongress 2010 - E-Mobility (CD ROM), VDE Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke
Sammut, Claude and Webb, Geoffrey I. (eds.) (2010):
Preference Learning.
In: Encyclopedia of Machine Learning, Springer-Verlag, pp. 789-795, [Book Section]

Fürnkranz, Johannes
Maimon, Oded and Rokach, Lior (eds.) (2010):
Web Mining.
In: Data Mining and Knowledge Discovery Handbook, Springer-Verlag, pp. 913-930, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Book Section]

Fürnkranz, Johannes and Hüllermeier, Eyke (eds.) (2010):
Preference Learning.
Springer-Verlag, [Online-Edition: http://www.springer.com/computer/ai/book/978-3-642-14124-9],
[Book]

Loza Mencía, Eneldo and Park, Sang-Hyeun and Fürnkranz, Johannes (2010):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Neurocomputing, pp. 1164 - 1176, 73, (7-9), ISSN 0925-2312,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/neucom10.p...],
[Article]

Paulsen, Philip and Fürnkranz, Johannes
Thurau, Christian and Driessens, Kurt and Missura, Olana (eds.) (2010):
A Moderately Successful Attempt to Train Chess Evaluation Functions of Different Strengths.
In: Proceedings of the ICML-10 Workshop on Machine Learning and Games, [Conference or Workshop Item]

Paulsen, Philip and Fürnkranz, Johannes (2010):
A Moderately Successful Attempt to Train Chess Evaluation Functions of Different Strengths.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Lavrac, Nada and Fürnkranz, Johannes and Gamberger, Dragan
Koronacki, Jacek and Ras, Zbigniew and Wierzchon, Slawomir T. and Kacprzyk, Janusz (eds.) (2010):
Explicit Feature Construction and Manipulation for Covering Rule Learning Algorithms.
In: Advances in Machine Learning I --- Dedicated to the Memory of Professor Ryszard S. Michalski, Springer-Verlag, pp. 121-146, [Book Section]

2009

Paulheim, Heiko
Calvary, Gaëlle and Graham, T. C. Nicholas and Gray, Philip (eds.) (2009):
Ontology-based modularization of user interfaces.
In: Proceedings of the 1st ACM SIGCHI symposium on Engineering Interactive Computing System , EICS 2009, Pittsburgh, PA, USA, July 15-17, 2009, ACM, [Conference or Workshop Item]

Paulheim, Heiko and Döweling, Sebastian and Tso-Sutter, Karen H. L. and Probst, Florian and Ziegert, Thomas
Fischer, Stefan and Maehle, Erik and Reischuk, Rüdiger (eds.) (2009):
Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach.
In: Informatik 2009: Im Focus das Leben, Beiträge der 39. Jahrestagung der Gesellschaft füur Informatik e.V. (GI), 28.9.-2.10.2009, Lübeck, Proceedings, GI, 154, [Conference or Workshop Item]

Paulheim, Heiko
Bernstein, Abraham and Karger, David R. and Heath, Tom and Feigenbaum, Lee and Maynard, Diana and Motta, Enrico and Thirunarayan, Krishnaprasad (eds.) (2009):
Ontologies for User Interface Integration.
In: The Semantic Web - ISWC 2009, 8th International Semantic Web Conference, ISWC 2009, Chantilly, VA, USA, October 25-29, 2009. Proceedings, Springer, 5823, ISBN 978-3-642-04929-3,
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes
Gama, João and Santos Costa, Vítor and Jorge, A. and Brazdil, Pavel B. (eds.) (2009):
An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules.
In: Proceedings of the 12th International Conference on Discovery Science (DS-09), Springer-Verlag, [Online-Edition: http://www.springerlink.com/content/640uu54k2702t4m6/],
[Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke and Vanderlooy, Stijn
Buntine, Wray L. and Grobelnik, Marko and Mladenić, Dunja and Shawe-Taylor, John (eds.) (2009):
Binary Decomposition Methods for Multipartite Ranking.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09), Springer-Verlag, Part I, [Conference or Workshop Item]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes
Knobbe, Arno J. and Fürnkranz, Johannes (eds.) (2009):
A Study of Probability Estimation Techniques for Rule Learning.
In: From Local Patterns to Global Models: Proceedings of the ECML/PKDD-09 Workshop (LeGo-09), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-09/07-S...],
[Conference or Workshop Item]

Tsoumakas, Grigorios and Loza Mencía, Eneldo and Katakis, Ioannis and Park, Sang-Hyeun and Fürnkranz, Johannes
Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2009):
On the Combination of Two Decompositive Multi-Label Classification Methods.
In: Proceedings of the ECML/PKDD-09 Workshop on Preference Learning (PL-09), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/PL-09/09-Tso...],
[Conference or Workshop Item]

Loza Mencía, Eneldo (2009):
Segmentation of legal documents.
In: Proceedings of the 12th International Conference on Artificial Intelligence and Law, ACM, ISBN 978-1-60558-597-0,
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Conference or Workshop Item]

Paulheim, Heiko and Probst, Florian
Tudorache, Tania and Alani, Harith and Corcho, Oscar (eds.) (2009):
A Framework for Ontologies-based User Interface Integration.
In: ISWC 2009 - Posters and Demos, [Online-Edition: http://kcap09.stanford.edu/share/posterDemos/],
[Conference or Workshop Item]

Galickis, Aleksandrs (2009):
Informationsextraktion aus Lebensläufen.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2009/G...],
[Master Thesis]

Reuter, Christian (2009):
Implementierung und Testen eines relationalen Lern-Algorithmus.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Wieczorek, Marian (2009):
UCT Simulation in Go.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Yurukov, Boyan (2009):
Specialization of a General Ontology Engineering Platform for Semantic Information Integration.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Schmittat, Patrik (2009):
Ein Vergleich händischer und automatisch erzeugter Intelligenz im Bereich des künstlichen Lebens.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Nattermann, Florian (2009):
Analyse von Heuristiken zur Evaluierung von Assoziationsregeln.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Paulsen, Philip (2009):
Lernen unterschiedlich starker Bewertungsfunktionen aus Schach-Spielprotokollen.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Pfeifer, Andreas (2009):
Creating Adaptive Game AI in a Real-time Continuous Environment using Hierarchical Neural Networks.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Vormwald, Nikos (2009):
Implementierung eines Information Retrieval Systems auf Basis semi-strukturierter Web Daten.
TU Darmstadt, [Master Thesis]

Awerbuch, Wladimir (2009):
Anwendung von Data Mining zu statistischen Auswertungen und Vorhersagen im Sport.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/diplom/2009/Awe...],
[Master Thesis]

Abraham, Rene (2009):
On­to­log­i­cal De­scrip­tion of UI In­ter­ac­tions.
TU Darmstadt, [Master Thesis]

Bozsolik, Timo (2009):
Entwicklung und Implementierung eines Prognosemodells zur automatisierten Geldwäscheerkennung.
TU Darmstadt, [Master Thesis]

Wohlrab, Lars (2009):
A Generic Framework for the Automated Creation of Data-Driven Hydrological Forecasting Models.
TU Darmstadt, [Master Thesis]

Beckerle, Matthias (2009):
Interaktives Regellernen.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Wohlrab, Lars (2009):
Vergleich verschiedener Methoden zur Behandlung fehlender Attributwerte im SeCo-Regellerner.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/stud...],
[Master Thesis]

Wohlrab, Lars and Fürnkranz, Johannes (2009):
A Comparison of Strategies for Handling Missing Values in Rule Learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...],
[Report]

Ghiglieri, Marco and Fürnkranz, Johannes (2009):
Learning To Recognize Missing E-mail Attachments.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Weizsäcker, Lorenz and Fürnkranz, Johannes (2009):
Margin Driven Separate and Conquer by Working Set Expansion.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Ghiglieri, Marco (2009):
Thunderbird-Plugin zur Attachment-Prüfung.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Park, Sang-Hyeun and Fürnkranz, Johannes
Buntine, Wray L. and Grobelnik, Marko and Mladenić, Dunja and Shawe-Taylor, John (eds.) (2009):
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09), Springer-Verlag, Part I, [Conference or Workshop Item]

Loza Mencía, Eneldo and Park, Sang-Hyeun and Fürnkranz, Johannes (2009):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN-09), d-side publications, ISBN 2-930307-09-9,
[Online-Edition: http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2009-...],
[Conference or Workshop Item]

Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes
Mertsching, Bärbel and Hund, Marcus and Zaheer Aziz, Muhammad (eds.) (2009):
An Exploitative Monte-Carlo Poker Agent.
In: Proceedings of the 32nd Annual German Conference on Artificial Intelligence (KI-09), Springer-Verlag, [Conference or Workshop Item]

Loza Mencía, Eneldo and Park, Sang-Hyeun and Fürnkranz, Johannes
Benz, Dominik and Janssen, Frederik (eds.) (2009):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Proceedings of the LWA 2009: Lernen - Wissen - Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09), [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/KDML09.pdf],
[Conference or Workshop Item]

Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes
Benz, Dominik and Janssen, Frederik (eds.) (2009):
An Exploitative Monte-Carlo Poker Agent.
In: Proceedings of the LWA 2009: Lernen -- Wissen -- Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09), [Conference or Workshop Item]

Weizsäcker, Lorenz and Fürnkranz, Johannes
Mandl, Thomas and Frommholz, Ingo (eds.) (2009):
On Table Extraction from Text Sources with Markups.
In: Proceedings of the LWA 2009: Lernen -- Wissen -- Adaption, Workshop Information Retrieval (WIR-09), [Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes
Park, Haesun and Parthasarathy, Srinivasan and Liu, Huan and Obradovic, Zoran (eds.) (2009):
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
In: Proceedings of the SIAM International Conference on Data Mining (SDM-09), [Online-Edition: http://www.siam.org/proceedings/datamining/2009/dm09_033_jan...],
[Conference or Workshop Item]

Park, Sang-Hyeun and Fürnkranz, Johannes (2009):
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes (2009):
An Exploitative Monte-Carlo Poker Agent.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

2008

Janssen, Frederik and Fürnkranz, Johannes (2008):
An Empirical Quest for Optimal Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes (2008):
An Empirical Comparison of Techniques for Selecting and Combining Local Patterns into a Global Model.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Loza Mencía, Eneldo and Park, Sang-Hyeun and Fürnkranz, Johannes (2008):
Advances in Efficient Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Droste, Sacha and Fürnkranz, Johannes (2008):
Learning of Piece Values for Chess Variants.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Kaufmann, Peter and Ciordas-Fanghäuser, George-Petru (2008):
gAImes-Engine -- Ein KI Framework für Computerspiele.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Wächter, Michael (2008):
Automatische Generierung von Zugpatterns aus Spieldatenbanken für Go.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Bachelor Thesis]

Zheng, Lu (2008):
Konstruktion eines Web-Portals für Gehörlose.
TU Darmstadt, [Master Thesis]

Droste, Sacha (2008):
Lernen von Evaluierungsfunktionen für Schach-Varianten.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Ladebeck, Manuel (2008):
Applying Dynamic Scripting to "Jagged Alliance 2".
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Pochmann, Stefan (2008):
Analyzing Human Solving Methods for Rubik's Cube and Similar Puzzles.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Rapp, Bernhard (2008):
Verteilte Adaptionsplanung.
TU Darmstadt, [Master Thesis]

Sack, Konstantin (2008):
Datenkonsolidierung in der polizeilichen Kriminalstatistik.
TU Darmstadt, [Master Thesis]

Sima, Jan Frederik (2008):
Paarweise Hierarchische Klassifikation.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Skrinjar, Alexander (2008):
Entwurf und Implementierung einer Multi-Agentensimulation zur Steuerung virtueller Charaktere.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Wagner, Sven (2008):
Supervised Local Pattern Discovery.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Wanderer, Thomas (2008):
Aufbau einer on-line Datenbank für Machine Learning Datenbanken.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Werling, Benedict (2008):
Vergleich von Pruning-Algorithmen für Regel-Lerner.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Keller, Jens (2008):
Clustering biological data using a hybrid approach: Composition of clusterings from different features.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Martynus, Matthäus (2008):
Adaptive Support of Knowledge Work by Analysis of User Objectives.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Mehlhase, Stephan (2008):
Kontextvorhersage in einem adaptiven, kontext-sensitiven System.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Paulheim, Heiko (2008):
Skalierbarkeit von Ontology-Matching-Verfahren.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Pfau, Jens (2008):
Plans as a Means for Guiding a Reinforcement Learner.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/mast...],
[Master Thesis]

Paulheim, Heiko
Shvaiko, Pavel and Euzenat, Jérôme and Giunchiglia, Fausto and Stuckenschmidt, Heiner (eds.) (2008):
On Applying Matching Tools to Large-scale Ontologies.
In: Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), Karlsruhe, Germany, October 26, 2008, CEUR-WS.org, 431, [Online-Edition: http://ceur-ws.org/Vol-431/om2008_poster1.pdf],
[Conference or Workshop Item]

Rebstock, Michael and Fengel, Janina and Paulheim, Heiko (2008):
Ontologies-Based Business Integration.
Springer, [Book]

Droste, Sacha and Fürnkranz, Johannes (2008):
Learning the Piece Values for Three Chess Variants.
In: International Computer Games Association Journal, pp. 209-233, 31, (4), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Article]

Fürnkranz, Johannes and Hüllermeier, Eyke and Loza Mencía, Eneldo and Brinker, Klaus (2008):
Multilabel Classification via Calibrated Label Ranking.
In: Machine Learning, pp. 133-153, 73, (2), [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/MLJ08.pdf],
[Article]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes
Fürnkranz, Johannes and Knobbe, Arno (eds.) (2008):
A Comparison of Techniques for Selecting and Combining Class Association Rules.
In: From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08), [Conference or Workshop Item]

Knobbe, Arno and Crémilleux, Bruno and Fürnkranz, Johannes and Scholz, Martin
Fürnkranz, Johannes and Knobbe, Arno (eds.) (2008):
From Local Patterns to Global Models: The {LeGo} Approach to Data Mining.
In: From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08), [Conference or Workshop Item]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Daelemans, Walter and Goethals, Bart and Morik, Katharina (eds.) (2008):
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II, Springer-Verlag, [Conference or Workshop Item]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Montemagni, Simonetta and Tiscornia, Daniela and Francesconi, Enrico and Peters, Wim (eds.) (2008):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts, [Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes
Horvath, T. and Boulicaut, J.-F. and Berthold, M. (eds.) (2008):
An Empirical Investigation of the Trade-Off Between Consistency and Coverage in Rule Learning Heuristics.
In: Proceedings of the 11th International Conference on Discovery Science (DS-08), Springer-Verlag, [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2008):
Proceedings of the ECML/PKDD-08 Workshop on Preference Learning.
[Conference or Workshop Item]

Fürnkranz, Johannes and Knobbe, Arno (eds.) (2008):
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop.
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes
Riccia, Della and Dubois, D. and Kruse, R. and Lenz, H.-J. (eds.) (2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Preferences and Similarities, Springer-Verlag, p. 283, [Book Section]

Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2008):
Proceedings of the ECML/PKDD-08 Workshop on Preference Learning.
[Conference or Workshop Item]

Fürnkranz, Johannes and Knobbe, Arno (eds.) (2008):
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop.
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes
Riccia, Della and Dubois, D. and Kruse, R. and Lenz, H.-J. (eds.) (2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Preferences and Similarities, Springer-Verlag, p. 283, [Book Section]

Grieser, Gunter (2008):
Reflective inductive inference of recursive functions.
In: Theor. Comput. Sci., pp. 57-69, 397, (1-3), [Article]

Hüllermeier, Eyke and Fürnkranz, Johannes
Riccia, G. Della and Dubois, D. and Kruse, R. and Lenz, Hans-Joachim (eds.) (2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Preferences and Similarities, Springer-Verlag, pp. 283-304, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Book Section]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes (2008):
A Comparison of Techniques for Selecting and Combining Class Association Rules.
In: Proceedings of the LWA 2008: Lernen -- Wissen -- Adaption, [Conference or Workshop Item]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Montemagni, Simonetta and Tiscornia, Daniela and Francesconi, Enrico and Peters, Wim (eds.) (2008):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LREC 2008 Workshop on Semantic Processing of Legal Texts, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes
Knobbe, Arno J. (ed.) (2008):
A Comparison of Techniques for Selecting and Combining Class Association Rules.
In: From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/11.p...],
[Conference or Workshop Item]

Knobbe, Arno J. and Crémilleux, Bruno and Fürnkranz, Johannes and Scholz, Martin
Knobbe, Arno J. (ed.) (2008):
From Local Patterns to Global Models: The LeGo Approach to Data Mining.
In: From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop (LeGo-08), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/1.pd...],
[Conference or Workshop Item]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Daelemans, Walter and Goethals, Bart and Morik, Katharina (eds.) (2008):
Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II, Springer, 5212, ISBN 978-3-540-87480-5,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML08.pdf],
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes
Boulicaut, Jean-Francois and Berthold, Michael R. and Horváth, T. (eds.) (2008):
An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
In: Proceedings of the 11th International Conference on Discovery Science (DS-08), Springer-Verlag, [Online-Edition: http://www.springerlink.com/content/5h478u088k513n6w/fulltex...],
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes (2008):
A Re-Evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Park, Sang-Hyeun and Fürnkranz, Johannes (2008):
Multi-Label Classification with Label Constraints.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Weizsäcker, Lorenz and Fürnkranz, Johannes (2008):
On Table Extraction from Text Sources with Markups.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Loza Mencía, Eneldo and Fürnkranz, Johannes (2008):
Pairwise Learning of Multilabel Classifications with Perceptrons.
In: Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN-08), ISBN 978-1-4244-1821-3,
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes (2008):
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
In: Proceedings of the LWA 2008: Lernen -- Wissen -- Adaption, [Conference or Workshop Item]

Park, Sang-Hyeun and Fürnkranz, Johannes
Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2008):
Multi-Label Classification with Label Constraints.
In: Proceedings of the ECML/PKDD-08 Workshop on Preference Learning (PL-08), [Online-Edition: http://www.mathematik.uni-marburg.de/~kebi/ws-ecml-08/12.pdf],
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes and Cheng, Weiwei and Brinker, Klaus (2008):
Label Ranking by Learning Pairwise Preferences.
In: Artificial Intelligence, pp. 1897-1916, 172, [Article]

Fürnkranz, Johannes and Loza Mencía, Eneldo and Paulheim, Heiko and Bestougeff, Hélène and Laukyte, Migle and Rubino, Rossella and Contissa, Giuseppe and Kamara, Lloyd and Mezaour, Amar-Djalil and Ramirez, Daniel and Riveret, Régis and Rudnianski, Michel (2008):
Report on ALIS Ontology.
[Report]

Gamberger, Dragan and Lavrac, Nada and Fürnkranz, Johannes
Ho, Tu-Bao and Zhou, Zhi-Hua (eds.) (2008):
Handling Unknown and Imprecise Attribute Values in Propositional Rule Learning: A Feature-Based Approach.
In: Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI-08), Springer-Verlag, [Conference or Workshop Item]

2007

Fürnkranz, Johannes (2007):
Recent Advances in Machine Learning and Game Playing.
In: ÖGAI Journal, 26, (2), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Sulzmann, Jan-Nikolas and Fürnkranz, Johannes and Hüllermeier, Eyke
Kok, J. N. and Koronacki, J. and López de Mántaras, Ramon and Matwin, S. and Mladenić, Dunja and Skowron, A. (eds.) (2007):
On Pairwise Naive Bayes Classifiers.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes
Brazdil, Pavel B. and Bernstein, A. (eds.) (2007):
Meta-Learning a Rule Learning Heuristic.
In: Proceedings of ECML-PKDD-07 Workshop on Planning to Learn (PlanLearn-07), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Park, Sang-Hyeun and Fürnkranz, Johannes
Kok, J. N. and Koronacki, J. and López de Mántaras, Ramon and Matwin, S. and Mladenić, Dunja and Skowron, A. (eds.) (2007):
Efficient Pairwise Classification.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Arnold, Thomas (2007):
Ein evolutionärer Algorithmus zur Erstellung eines künstlichen Gegenspielers für "Chinesische Mauer".
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Bozsolik, Timo and Meyer, Lars (2007):
CATS - Ein System zur Stundenplanerstellung.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Nikolov, Dimitar (2007):
Support for User-friendly Customization of Knowledge Network Visualization.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Toshev, Yasen (2007):
Design & Implementation of a Framework for Constructing Task Specific Views on Knowledge Bases.
TU Darmstadt, [Master Thesis]

Babitski, Grigori (2007):
Inferenzalgorithmen zur Auswahl ontologiebasierter Situationsbeschreibungen für ein kontextadapatives Dialogsystem.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Jetchev, Nikolay (2007):
Similarity Measures for Smooth Web Page Classification.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Camacho, José Manuel Molina (2007):
Eine E-Learning Experimentierumgebung für den Lernalgorithmus Foil.
TU Darmstadt, [Master Thesis]

Nam, Ge Hyun (2007):
Ordered Pairwise Classification.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Siegler, Simon (2007):
Design und Implementierung einer Entwicklungsumgebung für Regel-Lerner.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Stegbauer, Michael (2007):
Zitationsanalyse für das Gebiet "Lernen in Spielen".
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Vonderheidt, Manfred (2007):
Entwicklung einer lernfähigen Bietfunktion für einen intelligenten Spades-Spieler.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Winkler, Markus (2007):
Forecasting the Expected Power Consumption Profile of the Thermal Subsystem of Venus Express.
TU Darmstadt, [Master Thesis]

Jetchev, Nikolay (2007):
Consistency Learning and Multiple Rankings Combination for Text Retrieval.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/studien/2006/Je...],
[Master Thesis]

Nikolov, Dimitar (2007):
Knowledge Network Visualization.
TU Darmstadt, [Online-Edition: http://www.ke.tu-darmstadt.de/lehre/arbeiten/studien/2007/Ni...],
[Master Thesis]

Park, Sang-Hyeun and Fürnkranz, Johannes (2007):
Efficient Pairwise Classification and Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Loza Mencía, Eneldo and Fürnkranz, Johannes (2007):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption, [Conference or Workshop Item]

Crémilleux, Bruno and Fürnkranz, Johannes and Knobbe, Arno J. and Scholz, Martin (2007):
From Local Patterns to Global Models: The LeGo Approach to Data Mining.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Loza Mencía, Eneldo and Fürnkranz, Johannes
Hinneburg, Alexander (ed.) (2007):
An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
In: Proceedings of the LWA 2007: Lernen - Wissen - Adaption, ISBN 978-3-86010-907-6,
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes
Kok, J. N. and Koronacki, J. and López de Mántaras, Ramon and Matwin, S. and Mladenić, Dunja and Skowron, A. (eds.) (2007):
On Minimizing the Position Error in Label Ranking.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes (2007):
On Meta-Learning Rule Learning Heuristics.
In: Proceedings of the 7th IEEE Conference on Data Mining (ICDM-07), [Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes (2007):
Meta-Learning Rule Learning Heuristics.
In: Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption, [Conference or Workshop Item]

Brinker, Klaus and Fürnkranz, Johannes and Hüllermeier, Eyke (2007):
Label Ranking by Learning Pairwise Preferences.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Janssen, Frederik and Fürnkranz, Johannes (2007):
Meta-Learning Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Hüllermeier, Eyke and Fürnkranz, Johannes (2007):
On Minimizing the Position Error in Label Ranking.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Loza Mencía, Eneldo and Fürnkranz, Johannes (2007):
Pairwise Learning of Multilabel Classifications with Perceptrons.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...],
[Report]

Seifermann, Stefan (2007):
Vergleich von Methoden zur Hypertext-Klassifizierung.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

2006

Brinker, Klaus and Fürnkranz, Johannes and Hüllermeier, Eyke (2006):
A Unified Model for Multilabel Classification and Ranking.
In: ECAI 2006 <Riva del Garda,2006> ; 489-493 ; ISBN: 1-58603-642-4, [Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes (2006):
On Trading Off Consistency and Coverage in Inductive Rule Learning.
11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim, Inst. für Informatik, In: Lernen - Wissensentdeckung - Adaptivität : 9. - 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim : Inst. für Informatik, 2006, S. 306-313 (Hildesheimer Informatik-Berichte ; 2006,1), [Conference or Workshop Item]

Bowling, Michael and Fürnkranz, Johannes and Graepel, Thore and Musick, Ron (2006):
Special Issue on Machine Learning and Games.
In: Machine Learning, 63, (3), [Online-Edition: http://www.springerlink.com/content/r14500v80h0n/],
[Article]

Bowling, Michael and Fürnkranz, Johannes and Graepel, Thore and Musick, Ron (2006):
Guest Editorial: Machine Learning and Games.
In: Machine Learning, pp. 211-215, 63, (3), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Druckman, Daniel and Harris, Richard and Fürnkranz, Johannes
Trappl, Robert (ed.) (2006):
Modeling International Negotiation: Statistical and Machine Learning Approaches.
In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, Kluwer Academic Publishers, pp. 227-250, [Online-Edition: http://www.springerlink.com/content/t8754477746q3402/],
[Book Section]

Baier, Hendrik (2006):
Der Alpha-Beta-Algorithmus und Erweiterungen bei Vier Gewinnt.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/bach...],
[Master Thesis]

Beckhaus, Arne (2006):
Machine Learning on Desktop Environment Events.
TU Darmstadt, [Master Thesis]

Breda, Gabriel (2006):
KRK Chess Endgame Database Knowledge Extraction and Compression.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Burges, Sven (2006):
Meta-Lernen einer Evaluierungs-Funktion für einen Regel-Lerner.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Degen, Matthias (2006):
Stalker: Lerntheoretische Modellierung und Untersuchungen.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Gualeni, Markus (2006):
Konzeption und Erstellung einer E-Learning-Lektion zu Cross-Validation in DaMiT.
TU Darmstadt, [Master Thesis]

Jajeh, Thomas (2006):
Spielregeln zur realistischen Durchführung strategischer Planspiele - Dargestellt am Planspiel Wargaming.
TU Darmstadt, [Master Thesis]

Janssen, Frederik (2006):
Eine Untersuchung des Trade-Offs zwischen Precision and Coverage bei Regel-Lern-Heuristiken.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Koester, Bjoern (2006):
FooCA: Mining Web Search Results Using Formal Concept Analysis.
TU Darmstadt, [Online-Edition: http://www.bjoern-koester.de/fooca/web_information_retrieval...],
[Master Thesis]

Kuhn, Christof (2006):
Ansätze eines TI-Coaching-Systems zur Unterstützung von Lernenden im Bereich der Theoretischen Informatik.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Loza Mencía, Eneldo (2006):
Paarweises Lernen von Multilabel-Klassifikationen mit dem Perzeptron-Algorithmus.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Park, Sang-Hyeun (2006):
Effizientes Ranking von paarweisen Vergleichen.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Ruppert, Marc (2006):
Vergleich von AQ, CN2 und CN2 mit Weighted Covering.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Seufert, Christian (2006):
Analyse der Koautorenschaft zur Konsolidierung ambiger Autorennamen - Überblick und Berwertung eines neuen Verfahrens.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Stöhr, Christian (2006):
Einsatz von Planungssystemen im E-Learning zur automatischen Generierung von Hilfen und Verifikationen.
TU Darmstadt, [Master Thesis]

Sulzmann, Jan-Nikolas (2006):
Paarweiser Naive Bayes Klassifizierer.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Ying, Jun (2006):
Analysis and Comparison of Existent Information Extraction Methods.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Kirmse, Karoline (2006):
Eine Methode zur Berechnung der Ähnlichkeit zwischen Konzepten unter Berücksichtigung der Modellierungsperspektive.
TU Darmstadt, [Master Thesis]

Koester, Bjoern
Perner, P. (ed.) (2006):
Conceptual Knowledge Retrieval with {FooCA}: Improving Web Search Engine Results with Contexts and Concept Hierarchies.
In: Proceedings of the 6th Industrial Conference on Data Mining (ICDM-06), [Conference or Workshop Item]

Sulzmann, Jan-Nikolas
Althoff, K.-D. and Schaaf, M. (eds.) (2006):
Pairwise Naive Bayes Classifier.
In: Proceedings of the LWA 2006, Lernen Wissensentdeckung Adaptivit&auml;t, Gesellschaft für Informatik e. V. (GI), [Conference or Workshop Item]

Fürnkranz, Johannes and Scheffer, Tobias and Spiliopoulou, Myra (eds.) (2006):
Machine Learning: ECML 2006.
Springer-Verlag, In: Lecture Notes in Artificial Intelligence, [Conference or Workshop Item]

Fürnkranz, Johannes and Scheffer, Tobias and Spiliopoulou, Myra (eds.) (2006):
Knowledge Discovery in Databases: PKDD 2006.
Springer-Verlag, In: Lecture Notes in Artificial Intelligence, [Conference or Workshop Item]

Druckman, Daniel and Harris, Richard and Fürnkranz, Johannes
Trappl, R. (ed.) (2006):
Modeling International Negotiation: Statistical and Machine Learning Applications.
In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, Kluwer Academic Publishers, pp. 227--250, [Book Section]

Billari, Francesco and Fürnkranz, Johannes and Prskawetz, Alexia (2006):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
In: European Journal of Population, pp. 37--65, 22, (1), [Article]

Fürnkranz, Johannes and Scheffer, Tobias and Spiliopoulou, Myra (eds.) (2006):
Knowledge Discovery in Databases: PKDD 2006.
Springer-Verlag, In: Lecture Notes in Artificial Intelligence, [Conference or Workshop Item]

Fürnkranz, Johannes and Scheffer, Tobias and Spiliopoulou, Myra (eds.) (2006):
Machine Learning: ECML 2006.
Springer-Verlag, In: Lecture Notes in Artificial Intelligence, [Conference or Workshop Item]

Druckman, Daniel and Harris, Richard and Fürnkranz, Johannes
Trappl, R. (ed.) (2006):
Modeling International Negotiation: Statistical and Machine Learning Applications.
In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, Kluwer Academic Publishers, pp. 227--250, [Book Section]

Billari, Francesco and Fürnkranz, Johannes and Prskawetz, Alexia (2006):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
In: European Journal of Population, pp. 37--65, 22, (1), [Article]

Billari, Francesco C. and Fürnkranz, Johannes and Prskawetz, Alexia (2006):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
In: European Journal of Population, pp. 37-65, 22, (1), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Utard, Hervé and Fürnkranz, Johannes
Berendt, B. and Grobelnik, M. and Hotho, A. and Mladenić, Dunja and Semeraro, G. and van Someren, M. and Spiliopoulou, M. and Stumme, G. and Svatek, V. (eds.) (2006):
Link-local Features for Hypertext Classification.
In: Semantics, Web and Mining, Springer-Verlag, pp. 51-64, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Book Section]

Brinker, Klaus and Fürnkranz, Johannes and Hüllermeier, Eyke
Brewka, G. and Coradeschi, S. and Perini, A. and Traverso, P. (eds.) (2006):
A Unified Model for Multilabel Classification and Ranking.
In: Proceedings of the 17th European Conference on Artificial Intelligence (ECAI-06), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Janssen, Frederik and Fürnkranz, Johannes
Althoff, Klaus-Dieter and Schaaf, M. (eds.) (2006):
On Trading Off Consistency and Coverage in Inductive Rule Learning.
In: Proceedings of the LWA 2006, Lernen Wissensentdeckung Adaptivität, Gesellschaft f{\"u}r Informatik e. V. (GI), [Online-Edition: http://web1.bib.uni-hildesheim.de/2006/kdml2006/JanssenFuern...],
[Conference or Workshop Item]

2005

Lange, Steffen and Grieser, Gunter and Zeugmann, Thomas (2005):
Inductive inference of approximations for recursive concepts.
In: Theor. Comput. Sci., pp. 15-40, 348, (1), [Article]

Brodmann, Kai (2005):
Evaluierung des Mozilla Spamfilters.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Daum, Simone (2005):
Regelbasiertes Tiling für Collaborative Filtering.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Steinmann, Frank (2005):
Methoden zur Feature Subset Selection für Unsupervised Learning - Überblick und ein neuer Ansatz.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Thiel, Matthias (2005):
Separate and Conquer Framework und disjunktive Regeln.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Utard, Hervé (2005):
Hypertext Classification.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Werth, Oliver (2005):
Verbesserung der Datenqualität durch Pre-Processing.
TU Darmstadt, [Master Thesis]

Wolf, Michael (2005):
An Intelligent Artificial Player for the Game of Risk.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Anton, Tobias
Bauer, Mathias and Brandherm, Boris and Fürnkranz, Johannes and Grieser, Gunter and Hotho, Andreas and Jedlitschka, Andreas and Kröner, Alexander (eds.) (2005):
XPath-Wrapper Induction by generating tree traversal patterns.
In: Lernen, Wissensentdeckung und Adaptivit&auml;t (LWA-05), [Conference or Workshop Item]

Koester, Bjoern
Bauer, Mathias and Brandherm, Boris and Fürnkranz, Johannes and Grieser, Gunter and Hotho, Andreas and Jedlitschka, Andreas and Kröner, Alexander (eds.) (2005):
Conceptual Knowledge Processing with {Google}.
In: Lernen, Wissensentdeckung und Adaptivit&auml;t (LWA-05), [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes and Beringer, Jürgen (2005):
On Position Error and Label Ranking through Iterated Choice.
In: LWA 2005, Lernen Wissensentdeckung Adaptivit&auml;t, German Research Center for Artificial Intelligence (DFKI), [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2005):
Learning Label Preferences: Ranking Error versus Position Error.
In: Advances in Intelligent Data Analysis: Proceedings of the 6th International Symposium (IDA-05), Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes
Morik, K. and Boulicaut, J.-F. and Siebes, A. (eds.) (2005):
From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.
In: Local Pattern Detection, Springer-Verlag, [Conference or Workshop Item]

Grieser, Gunter and Lange, Steffen
Kaschek, Roland (ed.) (2005):
Changing the perspective: Interaction scenarios that take the needs of the machine into account.
In: Int. Workshop on Perspectives of Intelligent System&#039;s Assistence, Idea Group, [Conference or Workshop Item]

Bauer, Mathias and Brandherm, Boris and Fürnkranz, Johannes and Grieser, Gunter and Hotho, Andreas and Jedlitschka, Andreas and Kröner, Alexander (eds.) (2005):
LWA 2005, Lernen Wissensentdeckung Adaptivität.
[Conference or Workshop Item]

Grieser, Gunter and Tanaka, Yuzuru (eds.) (2005):
Intl. Workshop on Intuitive Human Interfaces for Organizing and Accessing Intellectual Assets, Proceedings.
Springer--Verlag, In: Lecture Notes in Artificial Intelligence, 3359, [Conference or Workshop Item]

Fürnkranz, Johannes and Flach, Peter (2005):
{ROC} 'n' Rule Learning -- {Towards} a Better Understanding of Covering Algorithms.
In: Machine Learning, pp. 39--77, 58, (1), [Article]

Grieser, Gunter and Lange, Steffen
Kaschek, Roland (ed.) (2005):
Changing the perspective: Interaction scenarios that take the needs of the machine into account.
In: Int. Workshop on Perspectives of Intelligent System&#039;s Assistence, Idea Group, [Conference or Workshop Item]

Bauer, Mathias and Brandherm, Boris and Fürnkranz, Johannes and Grieser, Gunter and Hotho, Andreas and Jedlitschka, Andreas and Kröner, Alexander (eds.) (2005):
LWA 2005, Lernen Wissensentdeckung Adaptivität.
[Conference or Workshop Item]

Grieser, Gunter and Tanaka, Yuzuru (eds.) (2005):
Intl. Workshop on Intuitive Human Interfaces for Organizing and Accessing Intellectual Assets, Proceedings.
Springer--Verlag, In: Lecture Notes in Artificial Intelligence, 3359, [Conference or Workshop Item]

Fürnkranz, Johannes and Flach, Peter (2005):
{ROC} 'n' Rule Learning -- {Towards} a Better Understanding of Covering Algorithms.
In: Machine Learning, pp. 39--77, 58, (1), [Article]

Hüllermeier, Eyke and Fürnkranz, Johannes and Beringer, Jürgen (2005):
On Position Error and Label Ranking through Iterated Choice.
In: LWA 2005, Lernen Wissensentdeckung Adaptivität, German Research Center for Artificial Intelligence (DFKI), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2005):
Learning Label Preferences: Ranking Error versus Position Error.
In: Advances in Intelligent Data Analysis: Proceedings of the 6th International Symposium (IDA-05), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Utard, Hervé and Fürnkranz, Johannes
Berendt, B. and Grobelnik, M. and Hotho, A. and Mladenić, Dunja and Semeraro, G. and Spiliopoulou, M. and Stumme, G. and van Someren, M. (eds.) (2005):
Link-local Features for Hypertext Classification.
In: Proceedings of the European Web Mining Forum (EWMF-05): Workshop at ECML/PKDD-05, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Morik, K. and Boulicaut, Jean-Francois and Siebes, Arno (eds.) (2005):
From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.
In: Local Pattern Detection, Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Grieser, Gunter and Lange, Steffen
Kaschek, Roland (ed.) (2005):
Changing the perspective: Interaction scenarios that take the needs of the machine into account.
In: Int. Workshop on Perspectives of Intelligent System's Assistence, Idea Group, [Conference or Workshop Item]

Fürnkranz, Johannes
Maimon, Oded and Rokach, Lior (eds.) (2005):
Web Mining.
In: Data Mining and Knowledge Discovery Handbook, Springer-Verlag, pp. 899-920, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Book Section]

Fürnkranz, Johannes and Flach, Peter A. (2005):
ROC 'n' Rule Learning -- Towards a Better Understanding of Covering Algorithms.
In: Machine Learning, pp. 39-77, 58, (1), [Online-Edition: http://www.cs.bris.ac.uk/~flach/papers/furnkranz-flach-mlj.p...],
[Article]

Fürnkranz, Johannes and Hüllermeier, Eyke (2005):
Preference Learning.
In: Künstliche Intelligenz, pp. 60-61, 19, (1), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

2004

Degen, Matthias (2004):
Fixed-left-Right-Wrapper: Merkmale und Lernbarkeit.
TU Darmstadt, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...],
[Master Thesis]

Fürnkranz, Johannes and Flach, Peter
Boulicaut, J.-F. and Esposito, F. and Giannotti, F. and Pedreschi, D. (eds.) (2004):
An Analysis of Stopping and Filtering Criteria for Rule Learning.
In: Proceedings of the 15th European Conference on Machine Learning (ECML-04), Springer-Verlag, In: Lecture Notes in Artificial Intelligence, 3201, [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2004):
Ranking by Pairwise Comparison: A Note on Risk Minimization.
In: Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE-04), [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2004):
Comparison of Ranking Procedures in Pairwise Preference Learning.
In: Proceedings of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-04), [Conference or Workshop Item]

Jantke, Bernd
Seruca, Isabel and Filipe, Joaquim and Hammoudi, Slimane and Cordeiro, José (eds.) (2004):
Learning by Doing and Learning When Doing. Dovetailing E-Learning and Decision Support with a Data Mining Tutor.
In: Sixth International Conference on Enterprise Information Systems, ICEIS 2004, Porto, Portugal, April 14-17, 2004, Proceedings, Vol. 5, INSTICC, ISBN 972-8865-00-7,
[Conference or Workshop Item]

Jantke, Klaus and Lange, Steffen and Grieser, Gunter and Grigoriev, Peter and Thalheim, Bernhard and Tschiedel, Bernd
Sawodny, Oliver and Scharff, Peter (eds.) (2004):
Work-Integrated E-Learning -- The {DaMiT} Approach.
In: 49. Internationales Wissenschaftliches Kolloquium, TU Ilmenau, 27.-30. September 2004, Conference Proceedings, Volume 2, Shaker Verlag, [Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter and Lange, Steffen
Auer, Ursula and Auer, Michael E. (eds.) (2004):
Adaptation to the Learners' Needs and Desires by Induction and Negotiation of Hypotheses.
In: International Conference on Interactive Computer Aided Learning, ICL 2004, Sept. 29 -- Oct. 1, 2004, Villach, Austria (CD-ROM), ISBN 3-89958089-3,
[Conference or Workshop Item]

Fürnkranz, Johannes (ed.) (2004):
Proceedings of the ECML/PKDD-04 Workshop on Advances in Inductive Rule Learning.
[Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter and Lange, Steffen
Auer, Michael E. and Auer, Ursula (eds.) (2004):
Adaptation to the Learners' Needs and Desires by Induction and Negotiation of Hypotheses.
In: International Conference on Interactive Computer Aided Learning, ICL 2004, Sept. 29 -- Oct. 1, 2004, Villach, Austria (CD-ROM), ISBN 3-89958089-3,
[Conference or Workshop Item]

Fürnkranz, Johannes (ed.) (2004):
Proceedings of the ECML/PKDD-04 Workshop on Advances in Inductive Rule Learning.
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2004):
Comparison of Ranking Procedures in Pairwise Preference Learning.
In: Proceedings of the 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-04), [Online-Edition: http://dbs.mathematik.uni-marburg.de/~isy/PUBS/IPMU2004.pdf],
[Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (2004):
Ranking by Pairwise Comparison: A Note on Risk Minimization.
In: Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE-04), [Online-Edition: http://dbs.mathematik.uni-marburg.de/~isy/PUBS/mpub109.pdf],
[Conference or Workshop Item]

Fürnkranz, Johannes and Flach, Peter A.
Boulicaut, Jean-Francois and Esposito, F. and Giannotti, F. and Pedreschi, D. (eds.) (2004):
An Analysis of Stopping and Filtering Criteria for Rule Learning.
In: Proceedings of the 15th European Conference on Machine Learning (ECML-04), Springer-Verlag, 3201, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Jantke, Klaus P. and Lange, Steffen and Grieser, Gunter and Grigoriev, Peter and Thalheim, Bernhard and Tschiedel, Bernd
Sawodny, Oliver and Scharff, Peter (eds.) (2004):
Work-Integrated E-Learning -- The DaMiT Approach.
In: 49. Internationales Wissenschaftliches Kolloquium, TU Ilmenau, 27.-30. September 2004, Conference Proceedings, Volume 2, Shaker Verlag, [Conference or Workshop Item]

Jantke, Klaus P. and Lange, Steffen and Grieser, Gunter and Grigoriev, Peter and Thalheim, Bernhard and Tschiedel, Bernd
Seruca, Isabel and Filipe, Joaquim and Hammoudi, and Seruca, Isabel and Filipe, Joaquim and Hammoudi, Slimane and Cordeiro, Jose (eds.) (2004):
Learning by Doing and Learning When Doing. Dovetailing E-Learning and Decision Support with a Data Mining Tutor.
In: Sixth International Conference on Enterprise Information Systems, ICEIS 2004, Porto, Portugal, April 14-17, 2004, Proceedings, Vol. 5, INSTICC, ISBN 972-8865-00-7,
[Conference or Workshop Item]

Jantke, Klaus P. and Grieser, Gunter and Lange, Steffen
Auer, Michael E. and Auer, Ursula (eds.) (2004):
Adaptation to the Learners' Needs and Desires by Induction and Negotiation of Hypotheses.
In: International Conference on Interactive Computer Aided Learning, ICL 2004, Sept. 29 -- Oct. 1, 2004, Villach, Austria (CD-ROM), ISBN 3-89958089-3,
[Conference or Workshop Item]

Jantke, Klaus P. and Degel, Gerhard and Grieser, Gunter and Memmel, Martin and Rostanin, Oleg and Tschiedel, Bernd
Auer, Michael E. and Auer, Ursula (eds.) (2004):
Technology Enhanced Dimensions in e-Learning.
In: International Conference on Interactive Computer Aided Learning, ICL 2004, Sept. 29 -- Oct. 1, 2004, Villach, Austria (CD-ROM), ISBN 3-89958089-3,
[Conference or Workshop Item]

Grieser, Gunter and Lange, Steffen (2004):
Incremental Learning of Approximations from positive data.
In: Information Processing Letters, pp. 37-42, 89, (1), [Article]

Jantke, Klaus P. and Grieser, Gunter and Lange, Steffen and Memmel, Martin
Abecker, A. and Bickel, S. and Brefeld, U. and Drost, I. and Henze, N. and Herden, O. and Minor, M. and Scheffer, Tobias and Stojanovic, L. and Weibelzahl, S. (eds.) (2004):
DaMiT: Data Mining lernen und lehren.
In: LWA 2004, Lernen -- Wissensentdeckung -- Adaptivität, 4.-6.Oktober 2004, [Conference or Workshop Item]

Fürnkranz, Johannes
Fürnkranz, Johannes (ed.) (2004):
Modeling Rule Precision.
In: Proceedings of the ECML/PKDD-04 Workshop on Advances in Inductive Rule Learning, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Abecker, A. and Bickel, S. and Brefeld, U. and Drost, I. and Henze, N. and Herden, O. and Minor, M. and Scheffer, Tobias and Stojanovic, L. and Weibelzahl, S. (eds.) (2004):
Modeling Rule Precision.
In: Lernen -- Wissensentdeckung --- Adaptivität. Proceedings of the LWA-04 Workshops, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

2003

Billari, Francesco C. and Prskawetz, Alexia and Fürnkranz, Johannes
Billari, F. C. and Prskawetz, Alexia (eds.) (2003):
On the Cultural Evoluation of Age-at-marriage Norms.
In: Agent-Based Computational Demography, Physica-Verlag / Springer, pp. 139-157, [Online-Edition: http://www.demogr.mpg.de/cgi-bin/publications/abstract.plx?p...],
[Book Section]

Fürnkranz, Johannes and Flach, Peter A.
Fawcett, Tom E. and Mishra, N. (eds.) (2003):
An Analysis of Rule Evaluation Metrics.
In: Proceedings of the 20th International Conference on Machine Learning (ICML-03), AAAI Press, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Savicky, Petr and Fürnkranz, Johannes (2003):
Combining Pairwise Classifiers with Stacking.
In: Advances in Intelligent Data Analysis: Proceedings of the 5th International Symposium (IDA-03), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Flach, Peter A. (2003):
An Analysis of Rule Learning Heuristics.
[Online-Edition: http://www.cs.bris.ac.uk/Tools/Reports/Abstracts/2003-furnkr...],
[Report]

Jantke, Klaus and Grieser, Gunter and Lange, Steffen (2003):
Formalisms Underlying Intuitiveness in Human-Computer Interfaces.
In: Proc. 3rd International workshop on Access Architectures for Organization and Accessing Intellectual Assets, [Conference or Workshop Item]

Grieser, Gunter and Grigoriev, Peter
Jantke, Klaus and Wittig, Wolfgang S. and Herrmann, Jörg (eds.) (2003):
Erstellung {und Integration eines Hypervideos in das E-Learning-System DaMiT -- Ein Erfahrungsbericht}.
In: Von e-Learning bis e-Payment 2003. Das Internet als sicherer Marktplatz. Tagungsband LIT&#039;03, Akademische Verlags-Gesellschaft, [Conference or Workshop Item]

Grieser, Gunter and Lange, Steffen and Memmel, Martin
Jantke, Klaus and Wittig, Wolfgang S. and Herrmann, Jörg (eds.) (2003):
DaMiT: Ein adaptives Tutorsystem für Data-Mining.
In: Von e-Learning bis e-Payment 2003. Das Internet als sicherer Marktplatz. Tagungsband LIT&#039;03, Akademische Verlags-Gesellschaft, [Conference or Workshop Item]

Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2003):
Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop.
[Conference or Workshop Item]

Grieser, Gunter and Tanaka, Yuzuru and Yamamoto, Akihiro (eds.) (2003):
Proc. 6th International Conference on Discovery Science.
Springer--Verlag, In: Lecture Notes in Artificial Intelligence, 2843, [Conference or Workshop Item]

Lange, Steffen and Grieser, Gunter and Jantke, Klaus (2003):
Advanced elementary formal systems.
In: Theoretical Computer Science, pp. 51--70, 298, [Article]

Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2003):
Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop.
[Conference or Workshop Item]

Grieser, Gunter and Tanaka, Yuzuru and Yamamoto, Akihiro (eds.) (2003):
Proc. 6th International Conference on Discovery Science.
Springer--Verlag, In: Lecture Notes in Artificial Intelligence, 2843, [Conference or Workshop Item]

Lange, Steffen and Grieser, Gunter and Jantke, Klaus (2003):
Advanced elementary formal systems.
In: Theoretical Computer Science, pp. 51--70, 298, [Article]

Fürnkranz, Johannes (2003):
Round Robin Ensembles.
In: Intelligent Data Analysis, pp. 385-404, 7, (5), [Online-Edition: http://iospress.metapress.com/openurl.asp?genre=article&issn...],
[Article]

Fürnkranz, Johannes and Hüllermeier, Eyke
Lavrac, Nada and Gamberger, Dragan and Blockeel, Hendrik and Todorovski, L. (eds.) (2003):
Pairwise Preference Learning and Ranking.
In: Proceedings of the 14th European Conference on Machine Learning (ECML-03), Springer-Verlag, 2837, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke
Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2003):
Pairwise Preference Learning and Ranking.
In: Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-26],
[Conference or Workshop Item]

Fürnkranz, Johannes and Hüllermeier, Eyke (2003):
Pairwise Preference Learning and Ranking.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-14],
[Report]

Fürnkranz, Johannes (2003):
Modeling Rule Precision.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-35],
[Report]

2002

Fürnkranz, Johannes and Petrak, Johann and Brazdil, Pavel B. and Soares, Carlos (2002):
On the Use of Fast Subsampling Estimates for Algorithm Recommendation.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-36],
[Report]

Fürnkranz, Johannes
Cesa-Bianchi, N. and Numao, M. and Reischuk, R. (eds.) (2002):
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
In: Proceedings of the 13th European Conference on Algorithmic Learning Theory (ALT-02), Springer-Verlag, In: Lecture Notes in Artificial Intelligence, 2533, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen
Kokai, Gabriella and Zeidler, Jens (eds.) (2002):
Conceptualization to Develop Machine Learning Techniques for Information Extraction: Consistency Queries.
In: GI--Fachgruppentreffen Maschinelles Lernen, Tagungsbericht, [Conference or Workshop Item]

Grieser, Gunter
Cesa-Bianchi, Nicol`o and Numao, Masayuki and Reischuk, Rüdiger (eds.) (2002):
Reflective Inductive Inference of Recursive Functions.
In: Proc. 13th International Conference on Algorithmic Learning Theory, Springer--Verlag, In: Lecture Notes in Artificial Intelligence, [Conference or Workshop Item]

Grieser, Gunter (2002):
Selbsteinschätzende Lernverfahren: Möglichkeiten und Grenzen.
Akademische Verlags-Gesellschaft, In: DISKI, ISBN 3-89838-259-1,
[Book]

Fürnkranz, Johannes (2002):
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
In: &Ouml;GAI Journal, pp. 17--26, 21, (2), [Article]

Fürnkranz, Johannes (2002):
Hyperlink Ensembles: A Case Study in Hypertext Classification.
In: Information Fusion, pp. 299--312, 3, (4), [Article]

Fürnkranz, Johannes and Holzbaur, Christian and Temel, Robert (2002):
User Profiling for the {Melvil} Knowledge Retrieval System.
In: Applied Artificial Intelligence, pp. 243--281, 16, (4), [Article]

Grieser, Gunter (2002):
Selbsteinschätzende Lernverfahren: Möglichkeiten und Grenzen.
Akademische Verlags-Gesellschaft, In: DISKI, ISBN 3-89838-259-1,
[Book]

Fürnkranz, Johannes (2002):
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
In: &Ouml;GAI Journal, pp. 17--26, 21, (2), [Article]

Fürnkranz, Johannes and Holzbaur, Christian and Temel, Robert (2002):
User Profiling for the {Melvil} Knowledge Retrieval System.
In: Applied Artificial Intelligence, pp. 243--281, 16, (4), [Article]

Fürnkranz, Johannes (2002):
Hyperlink Ensembles: A Case Study in Hypertext Classification.
In: Information Fusion, pp. 299--312, 3, (4), [Article]

Fürnkranz, Johannes (2002):
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
In: ÖGAI Journal, pp. 17-26, 21, (2), [Online-Edition: ftp://ftp.ai.univie.ac.at/papers/oefai-tr-2002-33.pdf],
[Article]

Fürnkranz, Johannes (2002):
Hyperlink Ensembles: A Case Study in Hypertext Classification.
In: Information Fusion, pp. 299-312, 3, (4), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-30],
[Article]

Fürnkranz, Johannes and Holzbaur, Christian and Temel, Robert (2002):
User Profiling for the Melvil Knowledge Retrieval System.
In: Applied Artificial Intelligence, pp. 243-281, 16, (4), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-29],
[Article]

Fürnkranz, Johannes
Cesa-Bianchi, N. and Numao, M. and Reischuk, R. (eds.) (2002):
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
In: Proceedings of the 13th European Conference on Algorithmic Learning Theory (ALT-02), Springer-Verlag, 2533, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes (2002):
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-33],
[Report]

Fürnkranz, Johannes (2002):
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-28],
[Report]

Fürnkranz, Johannes (2002):
Pairwise Classification as an Ensemble Technique.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-20],
[Report]

Fürnkranz, Johannes (2002):
Round Robin Ensembles.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2002-37],
[Report]

Fürnkranz, Johannes
Elomaa, T. and Mannila, H. and Toivonen, H. (eds.) (2002):
Pairwise Classification as an Ensemble Technique.
In: Proceedings of the 13th European Conference on Machine Learning (ECML-02), Springer-Verlag, 2430, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes (2002):
Round Robin Classification.
In: Journal of Machine Learning Research, pp. 721-747, 2, [Online-Edition: http://www.ai.mit.edu/projects/jmlr/papers/volume2/fuernkran...],
[Article]

2001

Seewald, Alexander K. and Fürnkranz, Johannes (2001):
Grading Classifiers.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-01],
[Report]

Fürnkranz, Johannes (2001):
Inductive Rule Learning for Data and Web Mining.
TU Darmstadt, [Habilitation]

Seewald, Alexander K. and Fürnkranz, Johannes
Hoffmann, F. and Hand, David J. and Adams, N. and Fisher, D. and Guimaraes, G. (eds.) (2001):
An Evaluation of Grading Classifiers.
In: Advances in Intelligent Data Analysis: Proceedings of the 4th International Conference (IDA-01), Springer-Verlag, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Kubat, Miroslav (eds.) (2001):
Machines that Learn to Play Games.
Nova Science Publishers, 8, [Online-Edition: http://www.novapublishers.com/detailed_search.asp?id=1-59033...],
[Book]

Blockeel, Hendrik and Fürnkranz, Johannes and Prskawetz, Alexia and Billari, Francesco
De Raedt, L. and Siebes, A. (eds.) (2001):
Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
In: Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD-01), Springer-Verlag, [Conference or Workshop Item]

Blockeel, Hendrik and Fürnkranz, Johannes and Prskawetz, Alexia and Billari, Francesco C.
De Raedt, Luc and Siebes, Arno (eds.) (2001):
Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
In: Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery (PKDD-01), Springer-Verlag, [Online-Edition: http://link.springer.de/link/service/series/0558/bibs/2168/2...],
[Conference or Workshop Item]

Fürnkranz, Johannes (2001):
Hyperlink Ensembles: A Case Study in Hypertext Classification.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-30],
[Report]

Fürnkranz, Johannes and Holzbaur, Christian and Temel, Robert (2001):
User Profiling for the Melvil Knowledge Retrieval System.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-29],
[Report]

Blockeel, Hendrik and Fürnkranz, Johannes and Prskawetz, Alexia and Billari, Francesco C. (2001):
Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-09],
[Report]

Fürnkranz, Johannes (2001):
Round Robin Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-02],
[Report]

Fürnkranz, Johannes and Petrak, Johann (2001):
An Evaluation of Landmarking Variants.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-13],
[Report]

Fürnkranz, Johannes (2001):
Round Robin Classification.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-18],
[Report]

Fürnkranz, Johannes
Brodley, C. E. and Danyluk, A. P. (eds.) (2001):
Round Robin Rule Learning.
In: Proceedings of the 18th International Conference on Machine Learning (ICML 01), Morgan Kaufmann Publishers, [Online-Edition: http://citeseer.ifi.unizh.ch/frnkranz01round.html],
[Conference or Workshop Item]

Fürnkranz, Johannes
Brodley, C. E. and Danyluk, A. P. (eds.) (2001):
Round Robin Rule Learning.
In: Proceedings of the 18th International Conference on Machine Learning (ICML-01), Morgan Kaufmann Publishers, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes and Petrak, Johann
Giraud-Carrier, C. and Lavrac, Nada and Moyle, Steve and Kavsek, B. (eds.) (2001):
An Evaluation of Landmarking Variants.
In: Proceedings of the ECML/PKDD Workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning (IDDM-2001), Freiburg, [Online-Edition: http://www.informatik.uni-freiburg.de/~ml/ecmlpkdd/WS-Procee...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Fürnkranz, Johannes and Kubat, M. (eds.) (2001):
Machine Learning in Games: A Survey.
In: Machines that Learn to Play Games, Nova Science Publishers, pp. 11-59, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-31],
[Book Section]

2000

Fürnkranz, Johannes and Pfahringer, Bernhard and Kaindl, Hermann and Kramer, Stefan
Horn, W. (ed.) (2000):
Learning to Use Operational Advice.
In: Proceedings of the 14th European Conference on Artificial Intelligence (ECAI-00), IOS Press, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Grieser, Gunter
Keller, J. and Girard-Carrier, C. (eds.) (2000):
Hypothesis assessments as guidance for incremental and meta-learning.
In: Proc. 11th European Conference on Machine Learning, Workshop on Meta Learning: Building Automatic Advice Strategies for Model Selection and Method Combination, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen and Niehoff, Wilhelm
Kern, Heinrich (ed.) (2000):
{LExIKON} -- Systemarchitekturen zur Extraktion von Information aus dem Internet.
In: 45. Internationales Wissenschaftliches Kolloquium der TU Ilmenau, 4.--6. Oktober 2000, Ilmenau, Technische Universität Ilmenau, [Conference or Workshop Item]

Lange, Steffen and Jantke, Klaus and Grieser, Gunter and Niehoff, Wilhelm
Kern, Heinrich (ed.) (2000):
{LExIKON} -- Lernszenarios für die Extraktion von Information aus dem Internet.
In: 45. Internationales Wissenschaftliches Kolloquium der TU Ilmenau, 4.--6. Oktober 2000, Ilmenau, Technische Universität Ilmenau, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen and Thomas, Bernd
Arikawa, S. and Morishita, S. (eds.) (2000):
A Unifying Approach to {HTML} Wrapper Representation and Learning.
In: Proc. 3rd International Conference on Discovery Science, Springer--Verlag, In: Lecture Notes in Artificial Intelligence, ISBN 3-540-41352-9,
[Conference or Workshop Item]

Kovar, Klaus and Fürnkranz, Johannes and Petrak, Johann and Pfahringer, Bernhard and Trappl, Robert and Widmer, Gerhard (2000):
Searching for Patterns in Political Event Sequences: Experiments with the {KEDS} Database.
In: Cybernetics and Systems, pp. 649--668, 31, (6), [Article]

Kovar, Klaus and Fürnkranz, Johannes and Petrak, Johann and Pfahringer, Bernhard and Trappl, Robert and Widmer, Gerhard (2000):
Searching for Patterns in Political Event Sequences: Experiments with the {KEDS} Database.
In: Cybernetics and Systems, pp. 649--668, 31, (6), [Article]

Kovar, Klaus and Fürnkranz, Johannes and Petrak, Johann and Pfahringer, Bernhard and Trappl, Robert and Widmer, Gerhard (2000):
Searching for Patterns in Political Event Sequences: Experiments with the KEDS Database.
In: Cybernetics and Systems, pp. 649-668, 31, (6), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+00-02],
[Article]

Billari, Francesco C. and Fürnkranz, Johannes and Prskawetz, Alexia (2000):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-30],
[Report]

Fürnkranz, Johannes (2000):
Machine Learning in Games: A Survey.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-31],
[Report]

Billari, Francesco C. and Fürnkranz, Johannes and Prskawetz, Alexia (2000):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2000-30],
[Report]

1999

Fürnkranz, Johannes and Kubat, Miroslav (1999):
Workshop Report: Machine Learning in Game Playing.
In: International Computer Chess Association Journal, pp. 178,179,165, 22, (3), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/icml-99-ws-games/re...],
[Article]

Pfahringer, Bernhard and Kaindl, Hermann and Kramer, Stefan and Fürnkranz, Johannes
Fürnkranz, Johannes and Kubat, M. (eds.) (1999):
Learning to Make Good Use of Operational Advice.
In: Proceedings of the ICML-99 Workshop on Machine Learning in Game Playing, [Online-Edition: http://www.ai.univie.ac.at/icml-99-ws-games/papers/pfahringe...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Hand, D. J. and Kok, J. N. and Berthold, M. R. (eds.) (1999):
Exploiting Structural Information for Text Classification on the WWW.
In: Advances in Intelligent Data Analysis: Proceedings of the 3rd International Symposium (IDA-99), Springer-Verlag, [Conference or Workshop Item]

Grieser, Gunter
Perner, Petra (ed.) (1999):
Auf dem {Weg} zum inkrementellen {Lernen} von {Entscheidungsbäumen} mittels {Hypothesenbewertungen}.
In: GI--Fachgruppentreffen Maschinelles Lernen, Tagungsbericht, [Conference or Workshop Item]

Fürnkranz, Johannes and Kubat, Miroslav (eds.) (1999):
Proceedings of the ICML-99 Workshop on Machine Learning in Game Playing.
J. Stefan Institute (IJS), ISBN 961-6303-13-9,
[Conference or Workshop Item]

Fürnkranz, Johannes and Kubat, Miroslav (eds.) (1999):
Proceedings of the ICML-99 Workshop on Machine Learning in Game Playing.
J. Stefan Institute (IJS), ISBN 961-6303-13-9,
[Conference or Workshop Item]

Fürnkranz, Johannes
Hand, David J. and Kok, J. N. and Berthold, Michael R. (eds.) (1999):
Exploiting Structural Information for Text Classification on the WWW.
In: Advances in Intelligent Data Analysis: Proceedings of the 3rd International Symposium (IDA-99), Springer-Verlag, [Online-Edition: http://wieden.ai.univie.ac.at/~juffi/publications/ida-99.ps....],
[Conference or Workshop Item]

Fürnkranz, Johannes (1999):
Separate-and-Conquer Rule Learning.
In: Artificial Intelligence Review, pp. 3-54, 13, (1), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-25],
[Article]

1998

Fürnkranz, Johannes (1998):
Integrative Windowing.
In: Journal of Artificial Intelligence Research, pp. 129-164, 8, [Online-Edition: http://www.jair.org/abstracts/fuernkranz98a.html],
[Article]

Fürnkranz, Johannes (1998):
Using Links for Classifying Web-Pages.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+98-29],
[Report]

Fürnkranz, Johannes (1998):
A Study Using $n$-gram Features for Text Categorization.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+98-30],
[Report]

Fürnkranz, Johannes and Mitchell, Tom and Riloff, Ellen
Sahami, M. (ed.) (1998):
A Case Study in Using Linguistic Phrases for Text Categorization on the WWW.
In: Learning for Text Categorization: Proceedings of the 1998 AAAI/ICML Workshop, AAAI Press, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen
Cook, Diane (ed.) (1998):
Characterizing Sufficient Expertise for Learning Systems Validation.
In: Proc. 11th International FLAIRS Conference, May, 17--20, 1998, Sanibel, Florida, AAAI Press, Menlo Park, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen
Iwama, Kazuo (ed.) (1998):
Towards {TCS} Concepts for Characterizing Expertise in Learning Systems Validation.
In: Algorithms and Theory of Computing, 1998 Winter LA Symposium, Proc., Febr. 2--4, 1998, Kyoto, Japan, Kyoto University Research Inst. Mathem. Sciences (RIMS), In: RIMS Kokyuroku, 1041, [Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter
Grieser, Gunter and Beick, Hans-Rainer and Jantke, Klaus (eds.) (1998):
Domain Expertise vs. Validation Expertise.
In: Aspects of Intelligent Systems Validation, In: Series of Meme Media Management, [Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter
Beick, Hans-Rainer and Jantke, Klaus (eds.) (1998):
Validation of Internet Agents -- Any Hope?
In: Future Trends in Intelligent Systems Validatio, In: Series of Meme Media Management, [Conference or Workshop Item]

Grieser, Gunter
Wittig, Wolfgang S. and Grieser, Gunter (eds.) (1998):
Validation of Internet Agents -- Setting the Stage for a Case Study.
In: LIT&#039;98, 6. Leipziger Informatik-Tage an der HTWK Leipzig, 1.-2. Oktober 1997, Tagungsbericht, Forschungsinstitut für InformationsTechnologien Leipzig e.V. (FIT Leipzig e.V.), [Conference or Workshop Item]

Kramer, Stefan and Fürnkranz, Johannes (1998):
Bericht über {ILP-98, ICML-98 und AAAI-98}.
In: &Ouml;GAI--Journal, pp. 2--9, 17, (3), [Article]

Fürnkranz, Johannes and Pfahringer, Bernhard (1998):
Special Issue on First-Order Knowledge Discovery in Databases.
In: Applied Artificial Intelligence, 12, (5), [Article]

Fürnkranz, Johannes and Pfahringer, Bernhard (1998):
Guest Editorial: First-Order Knowledge Discovery in Databases.
In: Applied Artificial Intelligence, pp. 345--361, 12, (5), [Article]

Winkler, Franz-Günter and Fürnkranz, Johannes (1998):
A Hypothesis on the Divergence of {AI} Research.
In: International Computer Chess Association Journal, pp. 3--13, 21, (1), [Article]

Fürnkranz, Johannes and Pfahringer, Bernhard (1998):
Special Issue on First-Order Knowledge Discovery in Databases.
In: Applied Artificial Intelligence, 12, (5), [Article]

Kramer, Stefan and Fürnkranz, Johannes (1998):
Bericht über {ILP-98, ICML-98 und AAAI-98}.
In: &Ouml;GAI--Journal, pp. 2--9, 17, (3), [Article]

Winkler, Franz-Günter and Fürnkranz, Johannes (1998):
A Hypothesis on the Divergence of {AI} Research.
In: International Computer Chess Association Journal, pp. 3--13, 21, (1), [Article]

Fürnkranz, Johannes and Mitchell, Tom M. and Riloff, Ellen
Sahami, M. (ed.) (1998):
A Case Study in Using Linguistic Phrases for Text Categorization on the WWW.
In: Learning for Text Categorization: Proceedings of the 1998 AAAI/ICML Workshop, AAAI Press, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Kramer, Stefan and Fürnkranz, Johannes (1998):
Bericht über ILP-98, ICML-98 und AAAI-98.
In: ÖGAI--Journal, pp. 2-9, 17, (3), [Article]

Winkler, Franz-Günter and Fürnkranz, Johannes (1998):
A Hypothesis on the Divergence of AI Research.
In: International Computer Chess Association Journal, pp. 3-13, 21, (1), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Fürnkranz, Johannes and Pfahringer, Bernhard (1998):
Guest Editorial: First-Order Knowledge Discovery in Databases.
In: Applied Artificial Intelligence, pp. 345-361, 12, (5), [Online-Edition: http://pinkerton.catchword.com/cl=3/vl=94191109/nw=1/rpsv/cg...],
[Article]

Fürnkranz, Johannes and Pfahringer, Bernhard (1998):
Special Issue on First-Order Knowledge Discovery in Databases.
In: Applied Artificial Intelligence, 12, (5), [Online-Edition: http://www.catchword.co.uk/titles/tandf/08839514/v12n5/contp...],
[Article]

1997

Fürnkranz, Johannes and De Raedt, Luc (1997):
Learning Playing Strategies from Chess Endgame Databases: An ILP Approach.
TU Darmstadt, [Other]

Fürnkranz, Johannes (1997):
Knowledge Discovery in Chess Databases: A Research Proposal.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes
De Raedt, L. and Muggleton, S. (eds.) (1997):
Dimensionality Reduction in {ILP}: A Call to Arms.
In: Proceedings of the IJCAI-97 Workshop on Frontiers of Inductive Logic Programming, [Conference or Workshop Item]

Winkler, Franz-Günter and Fürnkranz, Johannes
Morris, Robert (ed.) (1997):
On Effort in {AI} Research: A Description Along Two Dimensions.
In: Deep Blue Versus Kasparov: The Significance for Artificial Intelligence: Papers from the 1997 AAAI Workshop, AAAI Press, [Conference or Workshop Item]

Trappl, Robert and Fürnkranz, Johannes and Petrak, Johann and Bercovitch, Jacob
Della Riccia, G. and Lenz, H.-J. and Kruse, R. (eds.) (1997):
Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
In: Learning, Networks and Statistics: Proceedings of the ISSEK-96 Workshop, Springer-Verlag, In: CISM International Centre for Mechanical Sciences. Courses and Lectures, [Conference or Workshop Item]

Grieser, Gunter and Jantke, Klaus and Lange, Steffen
Wittig, Wolfgang S. and Grieser, Gunter (eds.) (1997):
A Formal Framework for Validation of Learning Systems.
In: LIT&#039;97, 5. Leipziger Informatik-Tage an der HTWK Leipzig, 25--26. September 1997, Tagungsbericht, [Conference or Workshop Item]

Grieser, Gunter
Wittig, Wolfgang S. and Grieser, Gunter (eds.) (1997):
Competence Assessment vs. Validation in the Context of Learning Systems.
In: LIT&#039;97, 5. Leipziger Informatik-Tage an der HTWK Leipzig, 25--26. September 1997, Tagungsbericht, [Conference or Workshop Item]

Wittig, Wolfgang S. and Grieser, Gunter (eds.) (1997):
LIT'97, 5. Leipziger Informatik-Tage an der HTWK Leipzig, 25--26. September 1997, Tagungsbericht.
[Conference or Workshop Item]

Grieser, Gunter
Jantke, Klaus and Grieser, Gunter and Wittig, Wolfgang S. (eds.) (1997):
Selbsteinschätzung im Lernen.
In: Impulse f&uuml;r Informatik-Innovationen, Infix--Verlag, pp. 193--202, [Book Section]

Jantke, Klaus and Grieser, Gunter and Wittig, Wolfgang S. (eds.) (1997):
Impulse für Informatik-Innovationen.
Infix--Verlag, [Book]

Fürnkranz, Johannes (1997):
Bericht über {IJCAI-97 und AAAI-97}.
In: &Ouml;GAI--Journal, pp. 30--33, 16, (3), [Article]

Pfahringer, Bernhard and Fürnkranz, Johannes (1997):
Summary of the Workshop on {ILP} for {KDD}.
In: ILP Newsletter, 4, (1), [Article]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert (1997):
Knowledge Discovery in International Conflict Databases.
In: Applied Artificial Intelligence, pp. 91--118, 11, (2), [Article]

Wittig, Wolfgang S. and Grieser, Gunter (eds.) (1997):
LIT'97, 5. Leipziger Informatik-Tage an der HTWK Leipzig, 25--26. September 1997, Tagungsbericht.
[Conference or Workshop Item]

Grieser, Gunter
Jantke, Klaus and Grieser, Gunter and Wittig, Wolfgang S. (eds.) (1997):
Selbsteinschätzung im Lernen.
In: Impulse f&uuml;r Informatik-Innovationen, Infix--Verlag, pp. 193--202, [Book Section]

Jantke, Klaus and Grieser, Gunter and Wittig, Wolfgang S. (eds.) (1997):
Impulse für Informatik-Innovationen.
Infix--Verlag, [Book]

Fürnkranz, Johannes (1997):
Bericht über {IJCAI-97 und AAAI-97}.
In: &Ouml;GAI--Journal, pp. 30--33, 16, (3), [Article]

Pfahringer, Bernhard and Fürnkranz, Johannes (1997):
Summary of the Workshop on {ILP} for {KDD}.
In: ILP Newsletter, 4, (1), [Article]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert (1997):
Knowledge Discovery in International Conflict Databases.
In: Applied Artificial Intelligence, pp. 91--118, 11, (2), [Article]

Fürnkranz, Johannes (1997):
Dimensionality Reduction in ILP: A Call to Arms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-26],
[Report]

Winkler, Franz-Günter and Fürnkranz, Johannes (1997):
On Effort in AI Research: A Description Along Two Dimensions.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-25],
[Report]

Trappl, Robert and Fürnkranz, Johannes and Petrak, Johann and Bercovitch, Jacob (1997):
Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-10],
[Report]

Trappl, Robert and Fürnkranz, Johannes and Petrak, Johann and Bercovitch, Jacob
Della Riccia, G. and Lenz, Hans-Joachim and Kruse, R. (eds.) (1997):
Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
In: Learning, Networks and Statistics: Proceedings of the ISSEK-96 Workshop, Springer-Verlag, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-10],
[Conference or Workshop Item]

Fürnkranz, Johannes
De Raedt, Luc and Muggleton, S. (eds.) (1997):
Dimensionality Reduction in ILP: A Call to Arms.
In: Proceedings of the IJCAI-97 Workshop on Frontiers of Inductive Logic Programming, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-26],
[Conference or Workshop Item]

Winkler, Franz-Günter and Fürnkranz, Johannes
Morris, Robert (ed.) (1997):
On Effort in AI Research: A Description Along Two Dimensions.
In: Deep Blue Versus Kasparov: The Significance for Artificial Intelligence: Papers from the 1997 AAAI Workshop, AAAI Press, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-25],
[Conference or Workshop Item]

Fürnkranz, Johannes (1997):
Bericht über IJCAI-97 und AAAI-97.
In: ÖGAI--Journal, pp. 30-33, 16, (3), [Article]

Pfahringer, Bernhard and Fürnkranz, Johannes (1997):
Summary of the Workshop on ILP for KDD.
In: ILP Newsletter, 4, (1), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/ilp_kdd/ilp-kdd-rep...],
[Article]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert (1997):
Knowledge Discovery in International Conflict Databases.
In: Applied Artificial Intelligence, pp. 91-118, 11, (2), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-24],
[Article]

Fürnkranz, Johannes (1997):
Pruning Algorithms for Rule Learning.
In: Machine Learning, pp. 139-171, 27, (2), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Fürnkranz, Johannes (1997):
More Efficient Windowing.
In: Proceedings of the 14th National Conference on Artificial Intelligence (AAAI-97), AAAI Press, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes (1997):
Noise-Tolerant Windowing.
In: Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Morgan Kaufmann, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes (1997):
More Efficient Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes (1997):
Noise-Tolerant Windowing.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

1996

Trappl, Robert and Fürnkranz, Johannes and Petrak, Johann
Wahlster, W. (ed.) (1996):
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
In: Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96), John Wiley & Sons, [Conference or Workshop Item]

Grieser, Gunter
Arikawa, Setsuo and Sharma, Karun (eds.) (1996):
Reflecting Inductive Inference Machines and its Improvement by Therapy.
In: Proc. 7th International Workshop on Algorithmic Learning Theory, Springer--Verlag, In: Lecture Notes in Artificial Intelligence, 1160, [Conference or Workshop Item]

Grieser, Gunter
Dilger, Werner and Schlosser, Michael and Zeidler, Jens and Ittner, Andreas (eds.) (1996):
Reflective Language Learning of Indexed Families.
In: GI--Fachgruppentreffen Maschinelles Lernen, Tagungsbericht, In: Chemnitzer Informatik-Berichte, [Conference or Workshop Item]

Grieser, Gunter
Jantke, Klaus and Grieser, Gunter (eds.) (1996):
Von Selbsteinschätzung zur Therapie im Lernen.
In: LIT&#039;96, 4. Leipziger Informatik-Tage an der HTWK Leipzig, 29--30. August 1996, Tagungsbericht, [Conference or Workshop Item]

Pfahringer, Bernhard and Fürnkranz, Johannes (eds.) (1996):
Proceedings of the MLnet Familiarization Workshop on Data Mining with Inductive Logic Programming (ILP for KDD).
[Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter (eds.) (1996):
LIT'96, 4. Leipziger Informatik-Tage an der HTWK Leipzig, 29--30. August 1996, Tagungsbericht.
[Conference or Workshop Item]

Pfahringer, Bernhard and Fürnkranz, Johannes (1996):
Summary of the Workshop on {ILP} for {KDD}.
In: MLnet News, p. 16, 4, (2), [Article]

Fürnkranz, Johannes (1996):
Machine Learning in Computer Chess: The Next Generation.
In: International Computer Chess Association Journal, pp. 147--161, 19, (3), [Article]

Grieser, Gunter (1996):
{TLPS}, Eine Experimentierumgebung für Termersetzungssysteme ({TRS}).
In: Informatik - Forschung &{} Entwicklung, Springer--Verlag, p. 150, 11, (3), [Article]

Pfahringer, Bernhard and Fürnkranz, Johannes (eds.) (1996):
Proceedings of the MLnet Familiarization Workshop on Data Mining with Inductive Logic Programming (ILP for KDD).
[Conference or Workshop Item]

Jantke, Klaus and Grieser, Gunter (eds.) (1996):
LIT'96, 4. Leipziger Informatik-Tage an der HTWK Leipzig, 29--30. August 1996, Tagungsbericht.
[Conference or Workshop Item]

Pfahringer, Bernhard and Fürnkranz, Johannes (1996):
Summary of the Workshop on {ILP} for {KDD}.
In: MLnet News, p. 16, 4, (2), [Article]

Fürnkranz, Johannes (1996):
Machine Learning in Computer Chess: The Next Generation.
In: International Computer Chess Association Journal, pp. 147--161, 19, (3), [Article]

Grieser, Gunter (1996):
{TLPS}, Eine Experimentierumgebung für Termersetzungssysteme ({TRS}).
In: Informatik - Forschung &{} Entwicklung, Springer--Verlag, p. 150, 11, (3), [Article]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert (1996):
Knowledge Discovery in International Conflict Databases.
[Report]

Fürnkranz, Johannes (1996):
Machine Learning in Computer Chess: The Next Generation.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-11],
[Report]

Fürnkranz, Johannes (1996):
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Trappl, Robert and Fürnkranz, Johannes and Petrak, Johann
Wahlster, W. (ed.) (1996):
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
In: Proceedings of the 12th European Conference on Artificial Intelligence (ECAI-96), John Wiley, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Pfahringer, Bernhard and Fürnkranz, Johannes (1996):
Summary of the Workshop on ILP for KDD.
In: MLnet News, p. 16, 4, (2), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/ilp_kdd/ilp-kdd-rep...],
[Article]

Fürnkranz, Johannes (1996):
Machine Learning in Computer Chess: The Next Generation.
In: International Computer Chess Association Journal, pp. 147-161, 19, (3), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-11],
[Article]

Fürnkranz, Johannes (1996):
Pruning Algorithms for Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes (1996):
Separate-and-Conquer Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+96-25],
[Report]

1995

Fürnkranz, Johannes (1995):
Efficient Pruning Methods for Relational Learning (Extended Thesis Abstract).
In: AI Communications, pp. 105-106, 8, (2), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Fürnkranz, Johannes (1995):
A Tight Integration of Pruning and Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+95-03],
[Report]

Grieser, Gunter
Jantke, Klaus and Lange, Steffen (eds.) (1995):
{TLPS} -- a Term Rewriting Laboratory (not only) for Experiments in Automatic Program Synthesis.
In: Algorithmic Learning for Knowledge-Based Systems, Springer--Verlag, pp. 467--481, [Book Section]

Fürnkranz, Johannes (1995):
A Brief Introduction to Knowledge Discovery in Databases.
In: &Ouml;GAI--Journal, pp. 14--17, 14, (4), [Article]

Grieser, Gunter
Jantke, Klaus and Lange, Steffen (eds.) (1995):
{TLPS} -- a Term Rewriting Laboratory (not only) for Experiments in Automatic Program Synthesis.
In: Algorithmic Learning for Knowledge-Based Systems, Springer--Verlag, pp. 467--481, [Book Section]

Fürnkranz, Johannes (1995):
A Brief Introduction to Knowledge Discovery in Databases.
In: &Ouml;GAI--Journal, pp. 14--17, 14, (4), [Article]

Fürnkranz, Johannes (1995):
A Brief Introduction to Knowledge Discovery in Databases.
In: ÖGAI--Journal, pp. 14-17, 14, (4), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Fürnkranz, Johannes
Lavrac, Nada and Wrobel, Stefan (eds.) (1995):
A Tight Integration of Pruning and Learning (Extended Abstract).
In: Proceedings of the 8th European Conference on Machine Learning (ECML-95), Springer-Verlag, 912, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

1994

Trappl, Robert and Petrak, Johann and Fürnkranz, Johannes (1994):
The Potential Contribution of AI to the Avoidance of Crises and Wars: Bibliography.
TU Darmstadt, [Other]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert (1994):
The Potential Contribution of AI to the Avoidance of Crises and Wars: International Conflict Databases and Machine Learning.
TU Darmstadt, [Other]

Fürnkranz, Johannes (1994):
Efficient Pruning Methods for Relational Learning.
TU Darmstadt, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-28],
[Ph.D. Thesis]

Petrak, Johann and Trappl, Robert and Fürnkranz, Johannes (1994):
The Potential Contribution of AI to the Avoidance of Crises and Wars: Using CBR Methods with the KOSIMO Database of Conflicts.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-32],
[Report]

Fürnkranz, Johannes and Petrak, Johann and Trappl, Robert and Bercovitch, Jacob (1994):
Machine Learning Methods for International Conflict Databases: A Case Study in Predicting Mediation Outcome.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-33],
[Report]

Fürnkranz, Johannes
Fayyad, U. and Uthurusamy, R. (eds.) (1994):
A Comparison of Pruning Methods for Relational Concept Learning.
In: Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94), AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes
Bergadano, F. and De Raedt, L. (eds.) (1994):
{sc Fossil}: A Robust Relational Learner.
In: Proceedings of the 7th European Conference on Machine Learning (ECML-94), Springer-Verlag, In: Lecture Notes in Artificial Intelligence, 784, [Conference or Workshop Item]

Fürnkranz, Johannes (1994):
Bericht über {The 11th International Conference on Machine Learning (ML-94)}.
In: &Ouml;GAI--Journal, pp. 3--4, 13, (2), [Article]

Fürnkranz, Johannes (1994):
Inductive Logic Programming (A Short Introduction and a Thesis Abstract).
In: &Ouml;GAI--Journal, pp. 3--8, 13, (3--4), [Article]

Fürnkranz, Johannes (1994):
Inductive Logic Programming (A Short Introduction and a Thesis Abstract).
In: &Ouml;GAI--Journal, pp. 3--8, 13, (3--4), [Article]

Fürnkranz, Johannes (1994):
Bericht über {The 11th International Conference on Machine Learning (ML-94)}.
In: &Ouml;GAI--Journal, pp. 3--4, 13, (2), [Article]

Fürnkranz, Johannes (1994):
A Comparison of Pruning Methods for Relational Concept Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-16],
[Report]

Fürnkranz, Johannes
Bergadano, F. and De Raedt, Luc (eds.) (1994):
sc Fossil: A Robust Relational Learner.
In: Proceedings of the 7th European Conference on Machine Learning (ECML-94), Springer-Verlag, 784, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Fayyad, Usama M. and Uthurusamy, R. (eds.) (1994):
A Comparison of Pruning Methods for Relational Concept Learning.
In: Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop (KDD-94), AAAI Press, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-03],
[Conference or Workshop Item]

Fürnkranz, Johannes (1994):
Bericht über The 11th International Conference on Machine Learning (ML-94).
In: ÖGAI--Journal, pp. 3-4, 13, (2), [Article]

Fürnkranz, Johannes (1994):
Inductive Logic Programming (A Short Introduction and a Thesis Abstract).
In: ÖGAI--Journal, pp. 3-8, 13, (3--4), [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

Fürnkranz, Johannes
Cohn, A. G. (ed.) (1994):
Top-Down Pruning in Relational Learning.
In: Proceedings of the 11th European Conference on Artificial Intelligence (ECAI-94), John Wiley, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes
Wrobel, Stefan (ed.) (1994):
Pruning Methods for Rule Learning Algorithms.
In: Proceedings of the 4th International Workshop on Inductive Logic Programming (ILP-94), [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-26],
[Conference or Workshop Item]

Fürnkranz, Johannes and Widmer, Gerhard
Cohen, William W. and Hirsh, H. (eds.) (1994):
Incremental Reduced Error Pruning.
In: Proceedings of the 11th International Conference on Machine Learning (ML-94), Morgan Kaufmann, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes (1994):
Top-Down Pruning in Relational Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes and Widmer, Gerhard (1994):
Incremental Reduced Error Pruning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes (1994):
Pruning Methods for Rule Learning Algorithms.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-26],
[Report]

1993

Fürnkranz, Johannes (1993):
A Numerical Analysis of the KRK Domain.
TU Darmstadt, [Other]

Fürnkranz, Johannes (1993):
Application of Machine Learning Methods to the KOSIMO Database.
TU Darmstadt, [Other]

Fürnkranz, Johannes (1993):
The Role of Qualitative Knowledge in Machine Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+93-09],
[Report]

Fürnkranz, Johannes (1993):
Avoiding Noise Fitting in a {sc Foil}-like Learning Algorithm.
In: Proceedings of the IJCAI-93 Workshop on Inductive Logic Programming, [Conference or Workshop Item]

Fürnkranz, Johannes (1993):
Bericht über {The 13th International Conference on Artificial Intelligence (IJCAI-93)}.
In: &Ouml;GAI--Journal, pp. 10--12, 12, (1--2), [Article]

Fürnkranz, Johannes (1993):
Bericht über {The 13th International Conference on Artificial Intelligence (IJCAI-93)}.
In: &Ouml;GAI--Journal, pp. 10--12, 12, (1--2), [Article]

Fürnkranz, Johannes (1993):
sc Fossil: A robust relational learner.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Report]

Fürnkranz, Johannes (1993):
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+93-16],
[Report]

Fürnkranz, Johannes (1993):
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
In: Proceedings of the IJCAI-93 Workshop on Inductive Logic Programming, [Online-Edition: www.ofai.at/cgi-bin/tr-online?number+93-16],
[Conference or Workshop Item]

Fürnkranz, Johannes (1993):
Bericht über The 13th International Conference on Artificial Intelligence (IJCAI-93).
In: ÖGAI--Journal, pp. 10-12, 12, (1--2), [Article]

1991

Fürnkranz, Johannes (1991):
Induktives Lernen durch Generieren von Decision Trees.
TU Darmstadt, [Master Thesis]

1990

Fürnkranz, Johannes (1990):
Explanation-Based Learning in der Domäne Schach.
TU Darmstadt, [Other]

This list was generated on Thu Jun 20 01:36:38 2019 CEST.