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Number of items: 347.

2019

Schwehr, Julian and Luthardt, Stefan and Dang, Hien and Henzel, Maren and Winner, Hermann and Adamy, Jürgen and Fürnkranz, Johannes and Willert, Volker and Lattke, Benedikt and Höpfl, Maximilian and Wannemacher, Christoph (2019):
The PRORETA 4 City Assistant System.
67, In: Automatisierungstechnik, (9), De Gruyter, pp. 783-798, ISSN 2196-677X ; Druckausg.: 0178-2312, DOI: 10.1515/auto-2019-0051,
[Online-Edition: https://www1.rmr.tu-darmstadt.de/pdf/proreta4-2019.pdf],
[Article]

Dang, Hien and Fürnkranz, Johannes (2019):
Driver Information Embedding with Siamese LSTM networks.
In: 2019 IEEE Intelligent Vehicles Symposium (IV), Paris, 9 June 2019, pp. 935-940, DOI: 10.1109/IVS.2019.8813795,
[Online-Edition: https://doi.org/10.1109/IVS.2019.8813795],
[Conference or Workshop Item]

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, pp. 131-136, [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: Lecture Notes on Artificial Intelligence, 11198, In: Discovery Science, Cham, Springer Nature, In: 21st International Conference on Discovery Science, Limassol, Cyprus, October 29–31, 2018, pp. 83-95, 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]

Gurevych, Iryna and Meyer, Christian M. and Binnig, Carsten and Fürnkranz, Johannes and Kersting, Kristian and Roth, Stefan and Simpson, Edwin Gelbukh, Alexander (ed.) (2018):
Interactive Data Analytics for the Humanities.
In: Lecture Notes in Computer Science, In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference, Berlin/Heidelberg, Springer, pp. 527-549, DOI: 10.1007/978-3-319-77113-7_41,
[Online-Edition: https://link.springer.com/chapter/10.1007%2F978-3-319-77113-...],
[Book Section]

Zopf, Markus and Botschen, Teresa and Falke, Tobias and Heinzerling, Benjamin and Marasovic, Ana and Mihaylov, Todor and P. V. S., Avinesh and Loza Mencía, Eneldo and Fürnkranz, Johannes and Frank, Anette (2018):
What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization.
pp. 272-277, [Online-Edition: https://ieeexplore.ieee.org/document/8554853],
[Conference or Workshop Item]

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

Zopf, Markus and Loza Mencía, Eneldo and Fürnkranz, Johannes (2018):
Which Scores to Predict in Sentence Regression for Text Summarization?
In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 1782-1791, [Online-Edition: http://aclweb.org/anthology/N18-1161],
[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]

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: CEUR Workshop Proceedings, 2191, 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, pp. 93-97, [Online-Edition: http://ceur-ws.org/Vol-2191/paper11.pdf],
[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]

Nam, Jinseok and Loza Mencía, Eneldo and Kim, Hyunwoo and Fürnkranz, Johannes (2017):
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification.
In: Advances in Neural Information Processing Systems 31, [Conference or Workshop Item]

González, Camila and Loza Mencía, Eneldo and Fürnkranz, Johannes (2017):
Re-training Deep Neural Networks to Facilitate Boolean Concept Extraction.
In: Proceedings of the 20th International Conference on Discovery Science, pp. 127-143, [Conference or Workshop Item]

2016

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, pp. 1071-1082, [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, pp. 151-166, 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, pp. 84-94, [Online-Edition: http://www.aclweb.org/anthology/K16-1009],
[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, pp. 1948-1954, [Online-Edition: https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12...],
[Conference or Workshop Item]

Sappadla, Prateek Veeranna and Nam, Jinseok and Loza Mencía, Eneldo and Fürnkranz, Johannes (2016):
Using Semantic Similarity for Multi-Label Zero-Shot Classification of Text Documents.
In: Proceedings of the Tenth International Conference on Language Resources and Evaluation, pp. 423-428, [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, pp. 3199-3208, [Online-Edition: http://aclweb.org/anthology/C16-1301],
[Conference or Workshop Item]

2015

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), pp. 686-690, [Online-Edition: http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/1...],
[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.
In: Lecture Notes in Computer Science, 9202, Berlin, Germany, Springer, In: Rule Technologies: Foundations, Tools, and Applications - 9th International Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015, Proceedings, Berlin, Germany, pp. 54-69, [Online-Edition: http://link.springer.com/chapter/10.1007/978-3-319-21542-6_4],
[Conference or Workshop Item]

Fürnkranz, Johannes (2015):
Editorial.
29, In: Data Mining and Knowledge Discovery, (1), pp. 1-2, [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, pp. 44-52, ISSN 1613-0073, [Conference or Workshop Item]

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

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, pp. 102-118, ISSN 0302-9743, ISBN 978-3-319-23527-1,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML2015Na...],
[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, pp. 731-736, ISSN 1550-4786, ISBN 978-1-4799-4303-6,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ICDM14grad...],
[Conference or Workshop Item]

Nam, Jinseok and Kirschner, Christian and Ma, Zheng and Erbs, Nicolai and Neumann, Susanne and Oelke, Daniela and Remus, Steffen and Biemann, Chris and Eckle-Kohler, Judith and Fürnkranz, Johannes and Gurevych, Iryna and Rittberger, Marc and Weihe, Karsten (2014):
Knowledge Discovery in Scientific Literature.
In: Proceedings of the 12th Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2014), Hildesheim, Germany, pp. 66-76, ISBN 978-3-934105-46-1,
[Online-Edition: https://download.hrz.tu-darmstadt.de/media/FB20/Dekanat/Publ...],
[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.
In: CEUR Workshop Proceedings, 1226, Aachen, Germany, CEUR-WS.org, In: Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, pp. 57-68, [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.
In: Lecture Notes in Computer Science, 8726, 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, pp. 114-129, ISBN 978-3-662-44844-1,
[Online-Edition: http://dx.doi.org/10.1007/978-3-662-44845-8_8],
[Conference or Workshop Item]

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

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]

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.
In: Lecture Notes in Computer Science, 8725, 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, pp. 437-452, ISBN 978-3-662-44850-2,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/NN_MLC_ecm...],
[Conference or Workshop Item]

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).
4, In: Dagstuhl Reports, (3), Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, pp. 1-27, ISSN 2192-5283, [Online-Edition: http://drops.dagstuhl.de/opus/volltexte/2014/4550],
[Article]

2013

Wirth, Christian and Fürnkranz, Johannes (2013):
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning.
In: JMLR Proceedings, 29, JMLR.org, In: Proceedings of the 5th Asian Conference on Machine Learning, (ACML-13), pp. 483-497, [Online-Edition: http://jmlr.org/proceedings/papers/v29/Wirth13.html],
[Conference or Workshop Item]

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

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]

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.
In: LNCS, 8207, Springer-Verlag, In: Advances in Intelligent Data Analysis XII: 12th International Symposium (IDA-13), [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]

Fürnkranz, Johannes and Hüllermeier, Eyke and Higuchi, Tomoyuki (eds.) (2013):
Proceedings of the 16th International Conference on Discovery Science (DS-13).
In: Lecture Notes in Artificial Intelligence, 8140, Singapore, Springer-Verlag, 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]

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]

2012

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.
In: Lecture Notes in Computer Science, 7619, Springer, In: Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11), pp. 114-125, 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]

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.
24, In: Data Mining and Knowledge Discovery, (1), Springer Netherlands, pp. 40-77, ISSN 1384-5810, [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, pp. 254-267, [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, pp. 53-58, [Online-Edition: http://www.ke.tu-darmstadt.de/events/PL-12/papers/11-wirth.p...],
[Conference or Workshop Item]

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

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.
89, In: Machine Learning, (1-2), pp. 123-156, ISSN 0885-6125, [Article]

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]

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]

2011

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]

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, pp. 312-327, [Conference or Workshop Item]

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

2010

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]

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]

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

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]

Park, Sang-Hyeun and Weizsäcker, Lorenz and Fürnkranz, Johannes Pfahringer, Bernhard and Holmes, Geoff and Hoffmann, Achim (eds.) (2010):
Exploiting Code Redundancies in ECOC.
6332, In: Discovery Science, Springer Berlin / Heidelberg, pp. 266-280, [Conference or Workshop Item]

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]

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

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

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]

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]

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

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

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

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]

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 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]

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]

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]

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]

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]

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

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]

2009

Ghiglieri, Marco and Fürnkranz, Johannes (2009):
Learning To Recognize Missing E-mail Attachments.
(TUD-KE-2009-05), [Report]

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.
Part I, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09), Springer-Verlag, pp. 359-374, [Conference or Workshop Item]

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]

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.
Part I, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09), Springer-Verlag, pp. 189-204, [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]

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, pp. 117-122, ISBN 2-930307-09-9,
[Online-Edition: http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2009-...],
[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), pp. 72-75, [Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/KDML09.pdf],
[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, pp. 317-331, [Online-Edition: http://www.springerlink.com/content/640uu54k2702t4m6/],
[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, pp. 65-72, [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), pp. 100-104, [Conference or Workshop Item]

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]

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]

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), pp. 1-8, [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), pp. 114-129, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/PL-09/09-Tso...],
[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), pp. 329-340, [Online-Edition: http://www.siam.org/proceedings/datamining/2009/dm09_033_jan...],
[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), pp. 123-138, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-09/07-S...],
[Conference or Workshop Item]

2008

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]

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), pp. 154--168, [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), pp. 154-168, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/11.p...],
[Conference or Workshop Item]

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 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, p. 50, [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.
5212, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Disocvery in Databases (ECML-PKDD-2008), Part II, Springer, pp. 50-65, ISBN 978-3-540-87480-5,
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ECML08.pdf],
[Conference or Workshop Item]

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]

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]

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, pp. 40-51, [Online-Edition: http://www.springerlink.com/content/5h478u088k513n6w/fulltex...],
[Conference or Workshop Item]

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]

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]

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, pp. 29-32, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[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]

Fürnkranz, Johannes and Knobbe, Arno (eds.) (2008):
From Local Patterns to Global Models: Proceedings of the ECML/PKDD-08 Workshop.
[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), pp. 1-16, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/events/LeGo-08/1.pd...],
[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), pp. 1--16, [Conference or Workshop Item]

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, pp. 636-645, [Conference or Workshop Item]

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

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 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 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]

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]

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

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), pp. 157-171, [Online-Edition: http://www.mathematik.uni-marburg.de/~kebi/ws-ecml-08/12.pdf],
[Conference or Workshop Item]

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]

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

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), pp. 2900-2907, ISBN 978-1-4244-1821-3,
[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]

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

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]

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]

2007

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, pp. 658-665, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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, p. 126, [Conference or Workshop Item]

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, pp. 126-132, ISBN 978-3-86010-907-6,
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/papers...],
[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]

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.
In: Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption, pp. 167-174, [Conference or Workshop Item]

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

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]

Janssen, Frederik and Fürnkranz, Johannes (2007):
On Meta-Learning Rule Learning Heuristics.
In: Proceedings of the 7th IEEE Conference on Data Mining (ICDM-07), pp. 529-534, [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, pp. 583-590, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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]

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, pp. 371-381, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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]

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

2006

Janssen, Frederik and Fürnkranz, Johannes (2006):
On Trading Off Consistency and Coverage in Inductive Rule Learning.
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), 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim, Inst. für Informatik, [Conference or Workshop Item]

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, pp. 489-493, [Conference or Workshop Item]

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

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

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

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]

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

Fürnkranz, Johannes and Scheffer, Tobias and Spiliopoulou, Myra (eds.) (2006):
Machine Learning: ECML 2006.
In: Lecture Notes in Artificial Intelligence, Springer-Verlag, [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: Advances in Group Decision and Negotiation, In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, Kluwer Academic Publishers, pp. 227--250, [Book Section]

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

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]

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), pp. 306-313, [Online-Edition: http://web1.bib.uni-hildesheim.de/2006/kdml2006/JanssenFuern...],
[Conference or Workshop Item]

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

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

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

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

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), pp. 489-493, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

2005

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), pp. 178-183, [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, pp. 20--38, [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, pp. 20-38, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[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]

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]

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, pp. 180--191, [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, pp. 180-191, [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, pp. 40-51, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[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), pp. 158--163, [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 Adaptivität, German Research Center for Artificial Intelligence (DFKI), pp. 158-163, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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

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

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

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]

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), pp. 126-133, [Conference or Workshop Item]

2004

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: Lecture Notes in Artificial Intelligence, 3201, In: Proceedings of the 15th European Conference on Machine Learning (ECML-04), Springer-Verlag, pp. 123--133, [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.
3201, In: Proceedings of the 15th European Conference on Machine Learning (ECML-04), Springer-Verlag, pp. 123-133, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[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]

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]

Fürnkranz, Johannes Fürnkranz, Johannes (ed.) (2004):
Modeling Rule Precision.
In: Proceedings of the ECML/PKDD-04 Workshop on Advances in Inductive Rule Learning, pp. 30-45, [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, pp. 147-154, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[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]

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):
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):
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]

2003

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, pp. 202-209, [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]

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, pp. 219-229, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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 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 Lavrac, Nada and Gamberger, Dragan and Blockeel, Hendrik and Todorovski, L. (eds.) (2003):
Pairwise Preference Learning and Ranking.
2837, In: Proceedings of the 14th European Conference on Machine Learning (ECML-03), Springer-Verlag, pp. 145-156, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[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]

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

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

2002

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

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

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

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

Fürnkranz, Johannes Elomaa, T. and Mannila, H. and Toivonen, H. (eds.) (2002):
Pairwise Classification as an Ensemble Technique.
2430, In: Proceedings of the 13th European Conference on Machine Learning (ECML-02), Springer-Verlag, pp. 97-110, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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: Lecture Notes in Artificial Intelligence, 2533, In: Proceedings of the 13th European Conference on Algorithmic Learning Theory (ALT-02), Springer-Verlag, pp. 263--277, [Conference or Workshop Item]

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 Cesa-Bianchi, N. and Numao, M. and Reischuk, R. (eds.) (2002):
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
2533, In: Proceedings of the 13th European Conference on Algorithmic Learning Theory (ALT-02), Springer-Verlag, pp. 263-277, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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

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

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

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

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

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

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

2001

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, pp. 29--41, [Conference or Workshop Item]

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]

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, pp. 29-41, [Online-Edition: http://link.springer.de/link/service/series/0558/bibs/2168/2...],
[Conference or Workshop Item]

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, pp. 115-124, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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 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, pp. 57-68, [Online-Edition: http://www.informatik.uni-freiburg.de/~ml/ecmlpkdd/WS-Procee...],
[Conference or Workshop Item]

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

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

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]

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

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

Fürnkranz, Johannes (2001):
Round Robin Rule Learning.
[Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2001-02],
[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, pp. 146-153, [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, pp. 146-153, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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]

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, pp. 291-295, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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.
31, In: Cybernetics and Systems, (6), pp. 649--668, [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.
31, In: Cybernetics and Systems, (6), pp. 649--668, [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.
31, In: Cybernetics and Systems, (6), pp. 649-668, [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]

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 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, pp. 487--497, [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, pp. 487-497, [Online-Edition: http://wieden.ai.univie.ac.at/~juffi/publications/ida-99.ps....],
[Conference or Workshop Item]

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

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

1998

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

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

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

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, pp. 5--12, [Conference or Workshop Item]

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, pp. 5-12, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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

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

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

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

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

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

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

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

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

1997

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

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

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

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, pp. 81-86, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-26],
[Conference or Workshop Item]

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]

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, pp. 81--86, [Conference or Workshop Item]

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

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

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

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

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: CISM International Centre for Mechanical Sciences. Courses and Lectures, In: Learning, Networks and Statistics: Proceedings of the ISSEK-96 Workshop, Springer-Verlag, pp. 209--225, [Conference or Workshop Item]

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, pp. 209-225, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-10],
[Conference or Workshop Item]

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]

Fürnkranz, Johannes (1997):
More Efficient Windowing.
In: Proceedings of the 14th National Conference on Artificial Intelligence (AAAI-97), AAAI Press, pp. 509-514, [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.
In: Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI-97), Morgan Kaufmann, pp. 852-857, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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, pp. 56-62, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+97-25],
[Conference or Workshop Item]

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]

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, pp. 56--62, [Conference or Workshop Item]

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

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

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

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

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, pp. 453--457, [Conference or Workshop Item]

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, pp. 453-457, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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]

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.
19, In: International Computer Chess Association Journal, (3), pp. 147--161, [Article]

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

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

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]

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]

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]

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]

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

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

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

1995

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

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

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

Fürnkranz, Johannes (1995):
Efficient Pruning Methods for Relational Learning (Extended Thesis Abstract).
8, In: AI Communications, (2), pp. 105-106, [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).
912, In: Proceedings of the 8th European Conference on Machine Learning (ECML-95), Springer-Verlag, pp. 291-294, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

1994

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

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

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

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, pp. 371--382, [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, pp. 371-382, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-03],
[Conference or Workshop Item]

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 (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]

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, pp. 70-77, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

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

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

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

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]

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

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 Wrobel, Stefan (ed.) (1994):
Pruning Methods for Rule Learning Algorithms.
In: Proceedings of the 4th International Workshop on Inductive Logic Programming (ILP-94), pp. 321-336, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+94-26],
[Conference or Workshop Item]

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

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, pp. 453-457, [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 Bergadano, F. and De Raedt, Luc (eds.) (1994):
sc Fossil: A Robust Relational Learner.
784, In: Proceedings of the 7th European Conference on Machine Learning (ECML-94), Springer-Verlag, pp. 122-137, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Conference or Workshop Item]

Fürnkranz, Johannes Bergadano, F. and De Raedt, L. (eds.) (1994):
{sc Fossil}: A Robust Relational Learner.
In: Lecture Notes in Artificial Intelligence, 784, In: Proceedings of the 7th European Conference on Machine Learning (ECML-94), Springer-Verlag, pp. 122--137, [Conference or Workshop Item]

1993

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

Fürnkranz, Johannes (1993):
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
In: Proceedings of the IJCAI-93 Workshop on Inductive Logic Programming, pp. 14-23, [Online-Edition: www.ofai.at/cgi-bin/tr-online?number+93-16],
[Conference or Workshop Item]

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, pp. 14--23, [Conference or Workshop Item]

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

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

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

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

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.
[Other]

This list was generated on Tue Dec 10 00:54:25 2019 CET.