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Number of items: 46.

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

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.
8726In: Lecture Notes in Computer Science, 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]

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.
8725In: Lecture Notes in Computer Science, 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]

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

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

Fürnkranz, Johannes and Hüllermeier, Eyke and Higuchi, Tomoyuki (eds.) (2013):
Proceedings of the 16th International Conference on Discovery Science (DS-13).
8140In: Lecture Notes in Artificial Intelligence, 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 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.
In: Machine Learning, 89 (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]

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]

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

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 (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 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]

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 IIn: 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]

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]

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

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]

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

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]

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]

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]

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]

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]

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]

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.
In: Künstliche Intelligenz, (1), 19. pp. 60-61, [Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...],
[Article]

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]

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]

Fürnkranz, Johannes and Hüllermeier, Eyke Lavrac, Nada and Gamberger, Dragan and Blockeel, Hendrik and Todorovski, L. (eds.) (2003):
Pairwise Preference Learning and Ranking.
2837In: 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 Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2003):
Pairwise Preference Learning and Ranking.
In: Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-26],
[Conference or Workshop Item]

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

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]

This list was generated on Tue Oct 20 01:23:21 2020 CEST.