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Number of items: 45.

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

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

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

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

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

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

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, pp. 123-156, 89, (1-2), 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, [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, pp. 49-62, 76, (1), [Article]

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

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

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

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

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

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

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

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), [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, pp. 133-153, 73, (2), [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, [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, [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, [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), [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, [Conference or Workshop Item]

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

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

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

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

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

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

Fürnkranz, Johannes and Hüllermeier, Eyke (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 Sat Jun 22 01:38:42 2019 CEST.