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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.
In: Lecture Notes in Computer Science, 8726, Nancy, France, Springer, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3, Nancy, France, pp. 114-129, ISBN 978-3-662-44844-1,
[Online-Edition: http://dx.doi.org/10.1007/978-3-662-44845-8_8],
[Conference or Workshop Item]

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

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

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

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

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

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

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

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

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.
76, In: Journal of Computer and System Sciences, (1), pp. 49-62, [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.
Part I, In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-09), Springer-Verlag, pp. 359-374, [Conference or Workshop Item]

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.
172, In: Artificial Intelligence, pp. 1897-1916, [Article]

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

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

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

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.
73, In: Machine Learning, (2), 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.
19, In: Künstliche Intelligenz, (1), 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 Hüllermeier, Eyke and Fürnkranz, Johannes (eds.) (2003):
Pairwise Preference Learning and Ranking.
In: Preference Learning: Models, Methods, Applications -- Proceedings of the KI-2003 Workshop, [Online-Edition: http://www.ofai.at/cgi-bin/tr-online?number+2003-26],
[Conference or Workshop Item]

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

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

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

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

This list was generated on Thu Dec 5 15:47:16 2019 CET.