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Number of items: 355.

Kulessa, Moritz ; Mencía, Eneldo Loza ; Fürnkranz, Johannes (2021):
A Unifying Framework and Comparative Evaluation of Statistical and Machine Learning Approaches to Non-Specific Syndromic Surveillance. (Publisher's Version)
In: Computers, 10 (3), MDPI, e-ISSN 2073-431X,
DOI: 10.26083/tuprints-00019322,
[Article]

Diallo, Aissatou ; Zopf, Markus ; Fürnkranz, Johannes (2020):
Permutation Learning via Lehmer Codes.
In: Frontiers in Artificial Intelligence and Applications, 325, In: ECAI 2020: 24th European Conference on Artificial Intelligence: Proceedings, pp. 1095-1102,
IOS Press, 24th European Conference on Artificial Intelligence (ECAI 2020), virtual Conference, 29.08-08.09.2020, ISBN 978-1-64368-100-9,
DOI: 10.3233/FAIA200206,
[Conference or Workshop Item]

Czech, Johannes ; Willig, Moritz ; Beyer, Alena ; Kersting, Kristian ; Fürnkranz, Johannes (2020):
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.
In: Frontiers in Artificial Intelligence, 3, Frontiers, ISSN 2624-8212,
DOI: 10.25534/tuprints-00013370,
[Article]

Diallo, Aïssatou ; Zopf, Markus ; Fürnkranz, Johannes (2019):
Learning Analogy-Preserving Sentence Embeddings for Answer Selection.
In: Proceedings of the 23rd Conference on Computational Natural Language Learning, pp. 910-919,
ACL, 23rd Conference on Computational Natural Language Learning (CoNLL 2019), Hong Kong, China, 03.-04.12.2019, ISBN 978-1-950737-72-7,
DOI: 10.18653/v1/K19-1085,
[Conference or Workshop Item]

Rapp, Michael ; Loza Mencía, Eneldo ; Fürnkranz, Johannes
Kralj Novak, Petra ; Šmuc, Tomislav ; Džeroski, Sašo (eds.) (2019):
On the Trade-Off Between Consistency and Coverage in Multi-label Rule Learning Heuristics.
pp. 96-111, DS'19 - 22nd International Conference on Discovery Science, Split, Croatia, October 28.–30., 2019, ISBN 978-3-030-33778-0,
DOI: 10.1007/978-3-030-33778-0_9,
[Conference or Workshop Item]

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

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

Schwehr, Julian ; Luthardt, Stefan ; Dang, Hien ; Henzel, Maren ; Winner, Hermann ; Adamy, Jürgen ; Fürnkranz, Johannes ; Willert, Volker ; Lattke, Benedikt ; Höpfl, Maximilian ; Wannemacher, Christoph (2019):
The PRORETA 4 City Assistant System. (Publisher's Version)
In: at - Automatisierungstechnik, 67 (9), pp. 783-798. De Gruyter, ISSN 0178-2312,
DOI: 10.25534/tuprints-00014296,
[Article]

Kauschke, Sebastian ; Mühlhäuser, Max ; Fürnkranz, Johannes (2018):
Towards Semi-Supervised Classification of Event Streams via Denoising Autoencoders.
pp. 131-136, Orlando, IEEE, IEEE ICMLA 2018 : 17th IEEE International Conference On Machine Learning And Applications, Orlando, Florida, Dec 17, 2018 - Dec 20, 2018, [Conference or Workshop Item]

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

Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Hüllermeier, Eyke ; Rapp, Michael
Escalante, Hugo Jair ; Escalera, Sergio ; Guyon, Isabelle ; Baró, Xavier ; van Gerven, Marcel ; Güclütürk, Yagmur ; Güclü, Umut (eds.) (2018):
Learning Interpretable Rules for Multi-Label Classification.
In: Explainable and Interpretable Models in Computer Vision and Machine Learning, pp. 81-113, Cham, Springer International Publishing, ISBN 978-3-319-98131-4,
DOI: 10.1007/978-3-319-98131-4_4,
[Book Section]

Kauschke, Sebastian ; Mühlhäuser, Max ; Fürnkranz, Johannes (2018):
Leveraging Reproduction-Error Representations for Multi-Instance Classification.
In: Lecture Notes on Artificial Intelligence, 11198, In: Discovery Science, pp. 83-95,
Cham, Springer Nature, 21st International Conference on Discovery Science, Limassol, Cyprus, October 29–31, 2018, 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 ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (ed.) (2018):
Interactive Data Analytics for the Humanities.
In: Lecture Notes in Computer Science, 10761, In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference, pp. 527-549, Berlin/Heidelberg, Springer, ISBN 978-3-319-77112-0,
DOI: 10.1007/978-3-319-77113-7_41,
[Book Section]

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

Friesen, John ; Rausch, L. ; Pelz, P. F. ; Fürnkranz, Johannes (2018):
Determining Factors for Slum Growth with Predictive Data Mining Methods.
In: Urban Science, 2 (3), p. 81. DOI: 10.3390/urbansci2030081,
[Article]

Zopf, Markus ; Loza Mencía, Eneldo ; 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,
[Conference or Workshop Item]

Kauschke, Sebastian ; Fürnkranz, Johannes (2018):
Batchwise Patching of Classifiers.
Proceedings of the 32nd AAAI Conference on Artificial Intelligence, New Orleans, LA, USA, February 2-7, 2018, [Conference or Workshop Item]

Dang, Hien Quoc ; Fürnkranz, Johannes
Gemulla, Rainer ; Ponzetto, Simone Paolo ; Bizer, Christian ; Keuper, Margret ; 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", pp. 93-97,
Mannheim, Germany, CEUR-WS.org, LWDA 2018 - Lernen, Wissen, Daten, Analysen 2018, Mannheim, Germany, August 22-24, 2018, [Conference or Workshop Item]

Dang, Hien Quoc ; Fürnkranz, Johannes ; Hoepfl, Maximilian ; Biedermann, Alexander (2017):
Time-to-Lane-Change Prediction with Deep Learning.
IEEE, 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,
[Conference or Workshop Item]

Gurevych, Iryna ; Meyer, Christian M ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (ed.) (2017):
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing, pp. 527-549,
Budapest, Hungary, Springer International Publishing, International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017, Budapest, Hungary, 17-23 April, 2017, ISBN 978-3-319-77113-7,
[Conference or Workshop Item]

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo ; 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 ; Loza Mencía, Eneldo ; 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]

Zopf, Markus ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization.
In: Proceedings of the 26th International Conference on Computational Linguistics, pp. 1071-1082,
Osaka, Japan, [Conference or Workshop Item]

Kauschke, Sebastian ; Fürnkranz, Johannes ; 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, pp. 151-166,
Cham, Springer, Bari, Italy, October 19–21, 2016, ISBN 978-3-319-46306-3,
DOI: 10.1007/978-3-319-46307-0_10,
[Conference or Workshop Item]

Zopf, Markus ; Loza Mencía, Eneldo ; 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), pp. 84-94,
Association for Computational Linguistics, Berlin, Germany, [Conference or Workshop Item]

Nam, Jinseok ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2016):
All-in Text: Learning Document, Label, and Word Representations Jointly.
In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 1948-1954,
Thirtieth AAAI Conference on Artificial Intelligence, [Conference or Workshop Item]

Sappadla, Prateek Veeranna ; Nam, Jinseok ; Loza Mencía, Eneldo ; 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 ; Nam, Jinseok ; 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,
[Conference or Workshop Item]

Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Fürnkranz, Johannes (2015):
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
pp. 686-690, AAAI Press, Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015), [Conference or Workshop Item]

Fürnkranz, Johannes ; Kliegr, Tomás
Bassiliades, Nick ; Gottlob, Georg ; Sadri, Fariba ; Paschke, Adrian ; Roman, Dumitru (eds.) (2015):
A Brief Overview of Rule Learning.
In: Lecture Notes in Computer Science, 9202, pp. 54-69, Berlin, Germany, Springer, Rule Technologies: Foundations, Tools, and Applications - 9th International Symposium, RuleML 2015, Berlin, Germany, August 2-5, 2015, Proceedings, Berlin, Germany, [Conference or Workshop Item]

Fürnkranz, Johannes (2015):
Editorial.
In: Data Mining and Knowledge Discovery, 29 (1), pp. 1-2. [Article]

Schulz, Axel ; Ristoski, Petar ; Fürnkranz, Johannes ; Janssen, Frederik (2015):
Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
pp. 44-52, CEUR workshop proceedings, Proceedings of the 2nd International Workshop on Mining Urban Data co-located with the 32nd International Conference on Machine Learning, July, 11th, ISSN 1613-0073,
[Conference or Workshop Item]

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

Nam, Jinseok ; Loza Mencía, Eneldo ; Kim, Hyunwoo J. ; Fürnkranz, Johannes (2015):
Predicting Unseen Labels using Label Hierarchies in Large-Scale Multi-label Learning.
pp. 102-118, Springer International Publishing, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ISSN 0302-9743, ISBN 978-3-319-23527-1,
[Conference or Workshop Item]

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
pp. 731-736, Shenzhen, China, Curran Associates, IEEE, 2014 IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China, ISSN 1550-4786, ISBN 978-1-4799-4303-6,
[Conference or Workshop Item]

Nam, Jinseok ; Kirschner, Christian ; Ma, Zheng ; Erbs, Nicolai ; Neumann, Susanne ; Oelke, Daniela ; Remus, Steffen ; Biemann, Chris ; Eckle-Kohler, Judith ; Fürnkranz, Johannes ; Gurevych, Iryna ; Rittberger, Marc ; Weihe, Karsten (2014):
Knowledge Discovery in Scientific Literature.
In: Proceedings of the 12th Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2014), pp. 66-76,
Hildesheim, Germany, ISBN 978-3-934105-46-1,
[Conference or Workshop Item]

Wirth, Christian ; Fürnkranz, Johannes
Seidl, Thomas ; Hassani, Marwan ; Beecks, Christian (eds.) (2014):
Preference Learning from Annotated Game Databases.
In: CEUR Workshop Proceedings, 1226, pp. 57-68, Aachen, Germany, CEUR-WS.org, Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, [Conference or Workshop Item]

Stecher, Julius ; Janssen, Frederik ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) (2014):
Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
In: Lecture Notes in Computer Science, 8726, pp. 114-129, Nancy, France, Springer, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3, Nancy, France, ISBN 978-3-662-44844-1,
[Conference or Workshop Item]

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

Brinker, Christian ; Loza Mencía, Eneldo ; Fürnkranz, Johannes (2014):
Graded Multilabel Classification by Pairwise Comparisons.
[Report]

Nam, Jinseok ; Kim, Jungi ; Loza Mencía, Eneldo ; Gurevych, Iryna ; Fürnkranz, Johannes
Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (eds.) (2014):
Large-Scale Multi-label Text Classification - Revisiting Neural Networks.
In: Lecture Notes in Computer Science, 8725, pp. 437-452, Springer Berlin Heidelberg, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 2, ISBN 978-3-662-44850-2,
[Conference or Workshop Item]

Nam, Jinseok ; Fürnkranz, Johannes (2014):
On Learning Vector Representations in Hierarchical Label Spaces.
In: arXiv preprint arXiv:1412.6881, [Article]

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Rudin, Cynthia ; Słowiński, Roman ; Sanner, Scott
Preference Learning (Dagstuhl Seminar 14101).
In: Dagstuhl Reports, 4 (3), pp. 1-27. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, ISSN 2192-5283,
[Article]

Wirth, Christian ; Fürnkranz, Johannes (2013):
EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning.
In: JMLR Proceedings, 29, pp. 483-497, JMLR.org, Proceedings of the 5th Asian Conference on Machine Learning, (ACML-13), [Conference or Workshop Item]

Hüllermeier, Eyke ; Fürnkranz, Johannes (2013):
Editorial: Preference Learning and Ranking.
In: Machine Learning, 93 (2-3), pp. 185-189. [Article]

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

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

Wirth, Christian ; Fürnkranz, Johannes (2013):
Preference-Based Reinforcement Learning: A Preliminary Survey.
Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning from Generalized Feedback: Beyond Numeric Rewards, [Conference or Workshop Item]

Fürnkranz, Johannes ; Hüllermeier, Eyke ; 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, ISSN 0302-9743, ISBN 978-3-642-40896-0,
[Book]

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) (2013):
Proceedings of the ECML/PKDD-13 Workshop on Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards ; Monday, September 23rd 2013.
Prague, [Book]

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

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J.
Hollmén, Jaakko ; Klawonn, Frank ; Tucker, Allan (eds.) (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
In: Lecture Notes in Computer Science, 7619, pp. 114-125, Springer, Advances in Intelligent Data Analysis XI — Proceedings of the 11th International Symposium on Data Analysis (IDA-11), ISBN 978-3-642-34155-7,
[Conference or Workshop Item]

Weizsäcker, Lorenz ; Fürnkranz, Johannes (2012):
Multidimensional Ordered Mappings for Empirical Machine Learning Research.
[Conference or Workshop Item]

Weizsäcker, Lorenz ; Fürnkranz, Johannes (2012):
Basic Instrument for Experimental Probes in Machine Learning.
[Report]

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

Fürnkranz, Johannes ; Park, Sang-Hyeun
Ganascia, Jean-Gabriel ; Lenca, Philippe ; Petit, Jean-Marc (eds.) (2012):
Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction.
pp. 254-267, Lyon, France, Springer, Proceedings of the 15th International Conference on Discovery Science (DS-12), Lyon, France, [Conference or Workshop Item]

Wirth, Christian ; Fürnkranz, Johannes (2012):
First Steps Towards Learning from Game Annotations.
pp. 53-58, Workshop Proceedings - Preference Learning: Problems and Applications in AI at ECAI 2012, [Conference or Workshop Item]

Duivesteijn, Wouter ; Loza Mencía, Eneldo ; Fürnkranz, Johannes ; Knobbe, Arno J. (2012):
Multi-label LeGo — Enhancing Multi-label Classifiers with Local Patterns.
[Report]

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

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

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) (2012):
Proceedings of the ECAI-12 Workshop on Preference Learning: Problems and Applications in AI (PL-12) : August 28, 2012 Montpellier, France.
Montpellier, [Book]

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

Fürnkranz, Johannes ; Gamberger, Dragan ; Lavrac, Nada (2011):
Foundations of Rule Learning.
Heidelberg, Springer-Verlag, ISBN 978-3-540-75196-0,
[Book]

Cheng, Weiwei ; Fürnkranz, Johannes ; Hüllermeier, Eyke ; 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, pp. 312-327,
Springer-Verlag, [Conference or Workshop Item]

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

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

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

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

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Francesconi, Enrico ; Montemagni, Simonetta ; Peters, Wim ; Tiscornia, Daniela (eds.) (2010):
Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.
6036, In: Semantic Processing of Legal Texts -- Where the Language of Law Meets the Law of Language, pp. 192-215, Springer-Verlag, ISBN 978-3-642-12836-3,
[Book Section]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2010):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Neurocomputing, 73 (7-9), pp. 1164 - 1176. ISSN 0925-2312,
[Article]

Lavrac, Nada ; Fürnkranz, Johannes ; Gamberger, Dragan
Koronacki, Jacek ; Ras, Zbigniew ; Wierzchon, Slawomir T. ; 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, pp. 121-146, Springer-Verlag, ISBN 978-3-642-05176-0,
[Book Section]

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

Park, Sang-Hyeun ; Weizsäcker, Lorenz ; Fürnkranz, Johannes (2010):
Exploiting Code-Redundancies in ECOC for Reducing its Training Complexity using Incremental and SVM Learners.
[Report]

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

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

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

Paulsen, Philip ; Fürnkranz, Johannes
Thurau, Christian ; Driessens, Kurt ; 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 ; Fürnkranz, Johannes (2010):
A Moderately Successful Attempt to Train Chess Evaluation Functions of Different Strengths.
[Report]

Fürnkranz, Johannes ; Sima, Jan Frederik (2010):
On Exploiting Hierarchical Label Structure with Pairwise Classifiers.
In: SIGKDD Explorations, 12 (2), pp. 21-25. [Article]

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

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

Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) (2010):
Preference Learning.
Berlin, Heidelberg, Springer-Verlag, ISBN 9783642141256,
[Book]

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

Fürnkranz, Johannes ; Hüllermeier, Eyke
Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) (2010):
Preference Learning and Ranking by Pairwise Comparison.
In: Preference Learning, pp. 65-82, Springer-Verlag, [Book Section]

Fürnkranz, Johannes ; Hüllermeier, Eyke
Fürnkranz, Johannes ; Hüllermeier, Eyke (eds.) (2010):
Preference Learning: An Introduction.
In: Preference Learning, pp. 1-17, Springer-Verlag, [Book Section]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes (2010):
Probability Estimation and Aggregation for Rule Learning.
[Report]

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

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

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes (2010):
Rule Stacking: An approach for compressing an ensemble of rule sets into a single classifier.
[Report]

Janssen, Frederik ; Fürnkranz, Johannes (2010):
The SeCo-framework for rule learning.
[Report]

Janssen, Frederik ; Fürnkranz, Johannes (2010):
Separate-and-conquer Regression.
[Report]

Fürnkranz, Johannes
Maimon, Oded ; Rokach, Lior (eds.) (2010):
Web Mining.
In: Data Mining and Knowledge Discovery Handbook, pp. 913-930, Springer-Verlag, [Book Section]

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

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Vanderlooy, Stijn
Buntine, Wray L. ; Grobelnik, Marko ; Mladenić, Dunja ; 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), pp. 359-374,
Springer-Verlag, [Conference or Workshop Item]

Wohlrab, Lars ; Fürnkranz, Johannes (2009):
A Comparison of Strategies for Handling Missing Values in Rule Learning.
[Report]

Park, Sang-Hyeun ; Fürnkranz, Johannes
Buntine, Wray L. ; Grobelnik, Marko ; Mladenić, Dunja ; 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), pp. 189-204,
Springer-Verlag, [Conference or Workshop Item]

Park, Sang-Hyeun ; Fürnkranz, Johannes (2009):
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
[Report]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2009):
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN-09), pp. 117-122,
d-side publications, ISBN 2-930307-09-9,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; 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,
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Gama, João ; Santos Costa, Vítor ; Jorge, A. ; 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), pp. 317-331,
Springer-Verlag, [Conference or Workshop Item]

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Mertsching, Bärbel ; Hund, Marcus ; Zaheer Aziz, Muhammad (eds.) (2009):
An Exploitative Monte-Carlo Poker Agent.
In: Proceedings of the 32nd Annual German Conference on Artificial Intelligence (KI-09), pp. 65-72,
Springer-Verlag, [Conference or Workshop Item]

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Benz, Dominik ; 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 ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2009):
An Exploitative Monte-Carlo Poker Agent.
[Report]

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

Weizsäcker, Lorenz ; Fürnkranz, Johannes (2009):
Margin Driven Separate and Conquer by Working Set Expansion.
[Report]

Weizsäcker, Lorenz ; Fürnkranz, Johannes
Mandl, Thomas ; 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 ; Loza Mencía, Eneldo ; Katakis, Ioannis ; Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; 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,
[Conference or Workshop Item]

Janssen, Frederik ; Fürnkranz, Johannes
Park, Haesun ; Parthasarathy, Srinivasan ; Liu, Huan ; 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,
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Knobbe, Arno J. ; 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,
[Conference or Workshop Item]

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2008):
Advances in Efficient Pairwise Multilabel Classification.
[Report]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes
Fürnkranz, Johannes ; 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 ; 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,
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas ; 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 ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; 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, p. 50,
Springer-Verlag, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Daelemans, Walter ; Goethals, Bart ; 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, pp. 50-65,
Springer, ISBN 978-3-540-87480-5,
[Conference or Workshop Item]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes (2008):
An Empirical Comparison of Techniques for Selecting and Combining Local Patterns into a Global Model.
[Report]

Janssen, Frederik ; Fürnkranz, Johannes
Horvath, T. ; Boulicaut, J.-F. ; 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 ; Fürnkranz, Johannes
Boulicaut, Jean-Francois ; Berthold, Michael R. ; 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), pp. 40-51,
Springer-Verlag, [Conference or Workshop Item]

Janssen, Frederik ; Fürnkranz, Johannes (2008):
An Empirical Quest for Optimal Rule Learning Heuristics.
[Report]

Loza Mencía, Eneldo ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; 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 ; Fürnkranz, Johannes
Montemagni, Simonetta ; Tiscornia, Daniela ; Francesconi, Enrico ; 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,
[Conference or Workshop Item]

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

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

Knobbe, Arno J. ; Crémilleux, Bruno ; Fürnkranz, Johannes ; 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,
[Conference or Workshop Item]

Knobbe, Arno ; Crémilleux, Bruno ; Fürnkranz, Johannes ; Scholz, Martin
Fürnkranz, Johannes ; 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 ; Lavrac, Nada ; Fürnkranz, Johannes
Ho, Tu-Bao ; 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), pp. 636-645,
Springer-Verlag, [Conference or Workshop Item]

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

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

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

Hüllermeier, Eyke ; Fürnkranz, Johannes
Riccia, G. Della ; Dubois, D. ; Kruse, R. ; Lenz, Hans-Joachim (eds.) (2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Preferences and Similarities, pp. 283-304, Springer-Verlag, [Book Section]

Droste, Sacha ; Fürnkranz, Johannes (2008):
Learning of Piece Values for Chess Variants.
[Report]

Droste, Sacha ; Fürnkranz, Johannes (2008):
Learning the Piece Values for Three Chess Variants.
In: International Computer Games Association Journal, 31 (4), pp. 209-233. [Article]

Park, Sang-Hyeun ; Fürnkranz, Johannes
Hüllermeier, Eyke ; 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,
[Conference or Workshop Item]

Park, Sang-Hyeun ; Fürnkranz, Johannes (2008):
Multi-Label Classification with Label Constraints.
[Report]

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Loza Mencía, Eneldo ; Brinker, Klaus (2008):
Multilabel Classification via Calibrated Label Ranking.
In: Machine Learning, 73 (2), pp. 133-153. [Article]

Weizsäcker, Lorenz ; Fürnkranz, Johannes (2008):
On Table Extraction from Text Sources with Markups.
[Report]

Loza Mencía, Eneldo ; 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 ; Fürnkranz, Johannes (eds.) (2008):
Proceedings of the ECML/PKDD-08 Workshop on Preference Learning.
[Conference or Workshop Item]

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

Janssen, Frederik ; Fürnkranz, Johannes (2008):
A Re-Evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Report]

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

Park, Sang-Hyeun ; Fürnkranz, Johannes
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) (2007):
Efficient Pairwise Classification.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), pp. 658-665,
Springer-Verlag, [Conference or Workshop Item]

Park, Sang-Hyeun ; Fürnkranz, Johannes (2007):
Efficient Pairwise Classification and Ranking.
[Report]

Loza Mencía, Eneldo ; 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 ; 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,
[Conference or Workshop Item]

Crémilleux, Bruno ; Fürnkranz, Johannes ; Knobbe, Arno J. ; Scholz, Martin (2007):
From Local Patterns to Global Models: The LeGo Approach to Data Mining.
[Report]

Brinker, Klaus ; Fürnkranz, Johannes ; Hüllermeier, Eyke (2007):
Label Ranking by Learning Pairwise Preferences.
[Report]

Janssen, Frederik ; 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 ; Fürnkranz, Johannes (2007):
Meta-Learning Rule Learning Heuristics.
[Report]

Janssen, Frederik ; Fürnkranz, Johannes
Brazdil, Pavel B. ; Bernstein, A. (eds.) (2007):
Meta-Learning a Rule Learning Heuristic.
In: Proceedings of ECML-PKDD-07 Workshop on Planning to Learn (PlanLearn-07),
[Conference or Workshop Item]

Janssen, Frederik ; 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 ; Fürnkranz, Johannes
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) (2007):
On Minimizing the Position Error in Label Ranking.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), pp. 583-590,
Springer-Verlag, [Conference or Workshop Item]

Hüllermeier, Eyke ; Fürnkranz, Johannes (2007):
On Minimizing the Position Error in Label Ranking.
[Report]

Sulzmann, Jan-Nikolas ; Fürnkranz, Johannes ; Hüllermeier, Eyke
Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (eds.) (2007):
On Pairwise Naive Bayes Classifiers.
In: Proceedings of 18th European Conference on Machine Learning (ECML-07), pp. 371-381,
Springer-Verlag, [Conference or Workshop Item]

Loza Mencía, Eneldo ; Fürnkranz, Johannes (2007):
Pairwise Learning of Multilabel Classifications with Perceptrons.
[Report]

Fürnkranz, Johannes (2007):
Recent Advances in Machine Learning and Game Playing.
In: ÖGAI Journal, 26 (2), [Article]

Janssen, Frederik ; 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 ; Fürnkranz, Johannes ; 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 ; Fürnkranz, Johannes ; Graepel, Thore ; Musick, Ron (2006):
Guest Editorial: Machine Learning and Games.
In: Machine Learning, 63 (3), pp. 211-215. [Article]

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

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

Utard, Hervé ; Fürnkranz, Johannes
Berendt, B. ; Grobelnik, M. ; Hotho, A. ; Mladenić, Dunja ; Semeraro, G. ; van Someren, M. ; Spiliopoulou, M. ; Stumme, G. ; Svatek, V. (eds.) (2006):
Link-local Features for Hypertext Classification.
In: Semantics, Web and Mining, pp. 51-64, Springer-Verlag, [Book Section]

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

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

Druckman, Daniel ; Harris, Richard ; Fürnkranz, Johannes
Trappl, R. (ed.) (2006):
Modeling International Negotiation: Statistical and Machine Learning Applications.
In: Advances in Group Decision and Negotiation, 2, In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, pp. 227--250, Kluwer Academic Publishers, [Book Section]

Druckman, Daniel ; Harris, Richard ; Fürnkranz, Johannes
Trappl, R. (ed.) (2006):
Modeling International Negotiation: Statistical and Machine Learning Applications.
In: Advances in Group Decision and Negotiation, 2, In: Programming for Peace: Computer-Aided Methods for International Conflict Resolution and Prevention, pp. 227--250, Kluwer Academic Publishers, [Book Section]

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

Janssen, Frederik ; Fürnkranz, Johannes
Althoff, Klaus-Dieter ; Schaaf, M. (eds.) (2006):
On Trading Off Consistency and Coverage in Inductive Rule Learning.
In: Proceedings of the LWA 2006, Lernen Wissensentdeckung Adaptivität, pp. 306-313,
Gesellschaft f{\"u}r Informatik e. V. (GI), [Conference or Workshop Item]

Bowling, Michael ; Fürnkranz, Johannes ; Graepel, Thore ; Musick, Ron (2006):
Special Issue on Machine Learning and Games.
In: Machine Learning, 63 (3), [Article]

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

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

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

Brinker, Klaus ; Fürnkranz, Johannes ; Hüllermeier, Eyke
Brewka, G. ; Coradeschi, S. ; Perini, A. ; 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,
[Conference or Workshop Item]

Koester, Bjoern
Bauer, Mathias ; Brandherm, Boris ; Fürnkranz, Johannes ; Grieser, Gunter ; Hotho, Andreas ; Jedlitschka, Andreas ; 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. ; Boulicaut, J.-F. ; Siebes, A. (eds.) (2005):
From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.
In: Local Pattern Detection, pp. 20--38,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes
Morik, K. ; Boulicaut, Jean-Francois ; Siebes, Arno (eds.) (2005):
From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.
In: Local Pattern Detection, pp. 20-38,
Springer-Verlag, [Conference or Workshop Item]

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

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

Hüllermeier, Eyke ; 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), pp. 180--191,
Springer-Verlag, [Conference or Workshop Item]

Hüllermeier, Eyke ; 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), pp. 180-191,
Springer-Verlag, [Conference or Workshop Item]

Utard, Hervé ; Fürnkranz, Johannes
Berendt, B. ; Grobelnik, M. ; Hotho, A. ; Mladenić, Dunja ; Semeraro, G. ; Spiliopoulou, M. ; Stumme, G. ; 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,
[Conference or Workshop Item]

Hüllermeier, Eyke ; Fürnkranz, Johannes ; Beringer, Jürgen (2005):
On Position Error and Label Ranking through Iterated Choice.
In: LWA 2005, Lernen Wissensentdeckung Adaptivit&auml;t, pp. 158--163,
German Research Center for Artificial Intelligence (DFKI), [Conference or Workshop Item]

Hüllermeier, Eyke ; Fürnkranz, Johannes ; Beringer, Jürgen (2005):
On Position Error and Label Ranking through Iterated Choice.
In: LWA 2005, Lernen Wissensentdeckung Adaptivität, pp. 158-163,
German Research Center for Artificial Intelligence (DFKI), [Conference or Workshop Item]

Fürnkranz, Johannes ; Hüllermeier, Eyke (2005):
Preference Learning.
In: Künstliche Intelligenz, 19 (1), pp. 60-61. [Article]

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

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

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

Fürnkranz, Johannes
Maimon, Oded ; Rokach, Lior (eds.) (2005):
Web Mining.
In: Data Mining and Knowledge Discovery Handbook, pp. 899-920, Springer-Verlag, [Book Section]

Anton, Tobias
Bauer, Mathias ; Brandherm, Boris ; Fürnkranz, Johannes ; Grieser, Gunter ; Hotho, Andreas ; Jedlitschka, Andreas ; 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]

Fürnkranz, Johannes ; Flach, Peter
Boulicaut, J.-F. ; Esposito, F. ; Giannotti, F. ; 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), pp. 123--133,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes ; Flach, Peter A.
Boulicaut, Jean-Francois ; Esposito, F. ; Giannotti, F. ; 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), pp. 123-133,
Springer-Verlag, [Conference or Workshop Item]

Hüllermeier, Eyke ; 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 ; 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]

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,
[Conference or Workshop Item]

Fürnkranz, Johannes
Abecker, A. ; Bickel, S. ; Brefeld, U. ; Drost, I. ; Henze, N. ; Herden, O. ; Minor, M. ; Scheffer, Tobias ; Stojanovic, L. ; Weibelzahl, S. (eds.) (2004):
Modeling Rule Precision.
In: Lernen -- Wissensentdeckung --- Adaptivität. Proceedings of the LWA-04 Workshops, pp. 147-154,
[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 ; 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 ; 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]

Fürnkranz, Johannes ; Flach, Peter A.
Fawcett, Tom E. ; Mishra, N. (eds.) (2003):
An Analysis of Rule Evaluation Metrics.
In: Proceedings of the 20th International Conference on Machine Learning (ICML-03), pp. 202-209,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes ; Flach, Peter A. (2003):
An Analysis of Rule Learning Heuristics.
[Report]

Savicky, Petr ; Fürnkranz, Johannes (2003):
Combining Pairwise Classifiers with Stacking.
In: Advances in Intelligent Data Analysis: Proceedings of the 5th International Symposium (IDA-03), pp. 219-229,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes (2003):
Modeling Rule Precision.
[Report]

Billari, Francesco C. ; Prskawetz, Alexia ; Fürnkranz, Johannes
Billari, F. C. ; Prskawetz, Alexia (eds.) (2003):
On the Cultural Evoluation of Age-at-marriage Norms.
In: Agent-Based Computational Demography, pp. 139-157, Physica-Verlag / Springer, [Book Section]

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

Fürnkranz, Johannes ; Hüllermeier, Eyke
Lavrac, Nada ; Gamberger, Dragan ; Blockeel, Hendrik ; Todorovski, L. (eds.) (2003):
Pairwise Preference Learning and Ranking.
2837, In: Proceedings of the 14th European Conference on Machine Learning (ECML-03), pp. 145-156,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes ; Hüllermeier, Eyke (2003):
Pairwise Preference Learning and Ranking.
[Report]

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

Hüllermeier, Eyke ; 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.
In: Intelligent Data Analysis, 7 (5), pp. 385-404. [Article]

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

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

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

Fürnkranz, Johannes ; Petrak, Johann ; Brazdil, Pavel B. ; Soares, Carlos (2002):
On the Use of Fast Subsampling Estimates for Algorithm Recommendation.
[Report]

Fürnkranz, Johannes (2002):
Pairwise Classification as an Ensemble Technique.
[Report]

Fürnkranz, Johannes
Elomaa, T. ; Mannila, H. ; Toivonen, H. (eds.) (2002):
Pairwise Classification as an Ensemble Technique.
2430, In: Proceedings of the 13th European Conference on Machine Learning (ECML-02), pp. 97-110,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes
Cesa-Bianchi, N. ; Numao, M. ; 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), pp. 263--277,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes (2002):
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning.
[Report]

Fürnkranz, Johannes
Cesa-Bianchi, N. ; Numao, M. ; 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), pp. 263-277,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes (2002):
Round Robin Classification.
In: Journal of Machine Learning Research, 2, pp. 721-747. [Article]

Fürnkranz, Johannes (2002):
Round Robin Ensembles.
[Report]

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

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

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

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

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

Fürnkranz, Johannes (2002):
Web Structure Mining --- Exploiting the Graph Structure of the World-Wide Web.
[Report]

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

Blockeel, Hendrik ; Fürnkranz, Johannes ; Prskawetz, Alexia ; Billari, Francesco
De Raedt, L. ; 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), pp. 29--41,
Springer-Verlag, [Conference or Workshop Item]

Blockeel, Hendrik ; Fürnkranz, Johannes ; Prskawetz, Alexia ; Billari, Francesco C. (2001):
Detecting Temporal Change in Event Sequences: An Application to Demographic Data.
[Report]

Blockeel, Hendrik ; Fürnkranz, Johannes ; Prskawetz, Alexia ; Billari, Francesco C.
De Raedt, Luc ; 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), pp. 29-41,
Springer-Verlag, [Conference or Workshop Item]

Seewald, Alexander K. ; Fürnkranz, Johannes
Hoffmann, F. ; Hand, David J. ; Adams, N. ; Fisher, D. ; Guimaraes, G. (eds.) (2001):
An Evaluation of Grading Classifiers.
In: Advances in Intelligent Data Analysis: Proceedings of the 4th International Conference (IDA-01), pp. 115-124,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes ; Petrak, Johann (2001):
An Evaluation of Landmarking Variants.
[Report]

Fürnkranz, Johannes ; Petrak, Johann
Giraud-Carrier, C. ; Lavrac, Nada ; Moyle, Steve ; 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), pp. 57-68,
Freiburg, [Conference or Workshop Item]

Seewald, Alexander K. ; Fürnkranz, Johannes (2001):
Grading Classifiers.
[Report]

Fürnkranz, Johannes (2001):
Hyperlink Ensembles: A Case Study in Hypertext Classification.
[Report]

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

Fürnkranz, Johannes
Fürnkranz, Johannes ; Kubat, M. (eds.) (2001):
Machine Learning in Games: A Survey.
In: Machines that Learn to Play Games, pp. 11-59, Nova Science Publishers, [Book Section]

Fürnkranz, Johannes ; Kubat, Miroslav (eds.) (2001):
Machines that Learn to Play Games.
8, Nova Science Publishers, [Book]

Fürnkranz, Johannes (2001):
Round Robin Classification.
[Report]

Fürnkranz, Johannes (2001):
Round Robin Rule Learning.
[Report]

Fürnkranz, Johannes
Brodley, C. E. ; Danyluk, A. P. (eds.) (2001):
Round Robin Rule Learning.
In: Proceedings of the 18th International Conference on Machine Learning (ICML 01), pp. 146-153,
Morgan Kaufmann Publishers, [Conference or Workshop Item]

Fürnkranz, Johannes
Brodley, C. E. ; Danyluk, A. P. (eds.) (2001):
Round Robin Rule Learning.
In: Proceedings of the 18th International Conference on Machine Learning (ICML-01), pp. 146-153,
Morgan Kaufmann Publishers, [Conference or Workshop Item]

Fürnkranz, Johannes ; Holzbaur, Christian ; Temel, Robert (2001):
User Profiling for the Melvil Knowledge Retrieval System.
[Report]

Fürnkranz, Johannes ; Pfahringer, Bernhard ; Kaindl, Hermann ; Kramer, Stefan
Horn, W. (ed.) (2000):
Learning to Use Operational Advice.
In: Proceedings of the 14th European Conference on Artificial Intelligence (ECAI-00), pp. 291-295,
IOS Press, [Conference or Workshop Item]

Fürnkranz, Johannes (2000):
Machine Learning in Games: A Survey.
[Report]

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

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

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

Billari, Francesco C. ; Fürnkranz, Johannes ; Prskawetz, Alexia (2000):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Report]

Billari, Francesco C. ; Fürnkranz, Johannes ; Prskawetz, Alexia (2000):
Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach.
[Report]

Fürnkranz, Johannes
Hand, D. J. ; Kok, J. N. ; 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), pp. 487--497,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes
Hand, David J. ; Kok, J. N. ; 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), pp. 487-497,
Springer-Verlag, [Conference or Workshop Item]

Pfahringer, Bernhard ; Kaindl, Hermann ; Kramer, Stefan ; Fürnkranz, Johannes
Fürnkranz, Johannes ; 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,
[Conference or Workshop Item]

Fürnkranz, Johannes ; 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 ; 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.
In: Artificial Intelligence Review, 13 (1), pp. 3-54. [Article]

Fürnkranz, Johannes ; Kubat, Miroslav (1999):
Workshop Report: Machine Learning in Game Playing.
In: International Computer Chess Association Journal, 22 (3), pp. 178,179,165. [Article]

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

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

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

Fürnkranz, Johannes ; Mitchell, Tom ; 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, pp. 5--12,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes ; Mitchell, Tom M. ; 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, pp. 5-12,
AAAI Press, [Conference or Workshop Item]

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

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

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

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

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

Fürnkranz, Johannes (1998):
Integrative Windowing.
In: Journal of Artificial Intelligence Research, 8, pp. 129-164. [Article]

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

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

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

Fürnkranz, Johannes (1998):
A Study Using $n$-gram Features for Text Categorization.
[Report]

Fürnkranz, Johannes (1998):
Using Links for Classifying Web-Pages.
[Report]

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

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

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

Fürnkranz, Johannes
De Raedt, Luc ; 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):
Dimensionality Reduction in ILP: A Call to Arms.
[Report]

Fürnkranz, Johannes
De Raedt, L. ; 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.
[Report]

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

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

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

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

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann ; Bercovitch, Jacob
Della Riccia, G. ; Lenz, H.-J. ; 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, pp. 209--225,
Springer-Verlag, [Conference or Workshop Item]

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann ; Bercovitch, Jacob
Della Riccia, G. ; Lenz, Hans-Joachim ; 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, pp. 209-225,
Springer-Verlag, [Conference or Workshop Item]

Trappl, Robert ; Fürnkranz, Johannes ; Petrak, Johann ; Bercovitch, Jacob (1997):
Machine Learning and Case-based Reasoning: Their Potential Role in Preventing the Outbreak of Wars or in Ending Them.
[Report]

Fürnkranz, Johannes (1997):
More Efficient Windowing.
In: Proceedings of the 14th National Conference on Artificial Intelligence (AAAI-97), pp. 509-514,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes (1997):
More Efficient Windowing.
[Report]

Fürnkranz, Johannes (1997):
Noise-Tolerant Windowing.
In: Proceedings of the 15th International Joint Conference on Artificial Intelligence (IJCAI-97), pp. 852-857,
Morgan Kaufmann, [Conference or Workshop Item]

Fürnkranz, Johannes (1997):
Noise-Tolerant Windowing.
[Report]

Winkler, Franz-Günter ; 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, pp. 56-62,
AAAI Press, [Conference or Workshop Item]

Winkler, Franz-Günter ; Fürnkranz, Johannes (1997):
On Effort in AI Research: A Description Along Two Dimensions.
[Report]

Winkler, Franz-Günter ; 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, pp. 56--62,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes (1997):
Pruning Algorithms for Rule Learning.
In: Machine Learning, 27 (2), pp. 139-171. [Article]

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

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

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

Trappl, Robert ; Fürnkranz, Johannes ; 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), pp. 453--457,
John Wiley & Sons, [Conference or Workshop Item]

Trappl, Robert ; Fürnkranz, Johannes ; 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), pp. 453-457,
John Wiley, [Conference or Workshop Item]

Fürnkranz, Johannes (1996):
Digging for Peace: Using Machine Learning Methods for Assessing International Conflict Databases.
[Report]

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

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

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

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

Fürnkranz, Johannes (1996):
Machine Learning in Computer Chess: The Next Generation.
[Report]

Pfahringer, Bernhard ; 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 ; 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.
[Report]

Fürnkranz, Johannes (1996):
Separate-and-Conquer Rule Learning.
[Report]

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

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

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

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

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

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

Fürnkranz, Johannes (1995):
Efficient Pruning Methods for Relational Learning (Extended Thesis Abstract).
In: AI Communications, 8 (2), pp. 105-106. [Article]

Fürnkranz, Johannes
Lavrac, Nada ; 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), pp. 291-294,
Springer-Verlag, [Conference or Workshop Item]

Fürnkranz, Johannes (1995):
A Tight Integration of Pruning and Learning.
[Report]

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

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

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

Fürnkranz, Johannes
Fayyad, U. ; 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), pp. 371--382,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes
Fayyad, Usama M. ; 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), pp. 371-382,
AAAI Press, [Conference or Workshop Item]

Fürnkranz, Johannes (1994):
A Comparison of Pruning Methods for Relational Concept Learning.
[Report]

Fürnkranz, Johannes (1994):
Efficient Pruning Methods for Relational Learning.
TU Darmstadt,
[Ph.D. Thesis]

Fürnkranz, Johannes ; Widmer, Gerhard
Cohen, William W. ; Hirsh, H. (eds.) (1994):
Incremental Reduced Error Pruning.
In: Proceedings of the 11th International Conference on Machine Learning (ML-94), pp. 70-77,
Morgan Kaufmann, [Conference or Workshop Item]

Fürnkranz, Johannes ; Widmer, Gerhard (1994):
Incremental Reduced Error Pruning.
[Report]

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

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

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

Fürnkranz, Johannes ; Petrak, Johann ; Trappl, Robert ; Bercovitch, Jacob (1994):
Machine Learning Methods for International Conflict Databases: A Case Study in Predicting Mediation Outcome.
[Report]

Trappl, Robert ; Petrak, Johann ; Fürnkranz, Johannes (1994):
The Potential Contribution of AI to the Avoidance of Crises and Wars: Bibliography.
In: Austrian Research Institute for Artificial Intelligence, TR-94-32, Wien, [Report]

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

Petrak, Johann ; Trappl, Robert ; Fürnkranz, Johannes (1994):
The Potential Contribution of AI to the Avoidance of Crises and Wars: Using CBR Methods with the KOSIMO Database of Conflicts.
[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,
[Conference or Workshop Item]

Fürnkranz, Johannes (1994):
Pruning Methods for Rule Learning Algorithms.
[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), pp. 453-457,
John Wiley, [Conference or Workshop Item]

Fürnkranz, Johannes (1994):
Top-Down Pruning in Relational Learning.
[Report]

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

Fürnkranz, Johannes
Bergadano, F. ; 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), pp. 122--137,
Springer-Verlag, [Conference or Workshop Item]

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,
[Conference or Workshop Item]

Fürnkranz, Johannes (1993):
Avoiding Noise Fitting in a sc Foil-like Learning Algorithm.
[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).
In: ÖGAI--Journal, 12 (1--2), pp. 10-12. [Article]

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

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

Fürnkranz, Johannes (1993):
sc Fossil: A robust relational learner.
[Report]

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

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

This list was generated on Tue Oct 26 04:55:26 2021 CEST.