TU Darmstadt / ULB / TUbiblio

Browse by Person

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: No Grouping | Item Type | Date | Language
Number of items: 47.

Richter, Cedric ; Hüllermeier, Eyke ; Jakobs, Marie-Christine ; Wehrheim, Heike (2020):
Algorithm selection for software validation based on graph kernels.
In: Automated Software Engineering, 27 (1-2), pp. 153-186. Springer, ISSN 0928-8910,
DOI: 10.1007/s10515-020-00270-x,
[Article]

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]

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]

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]

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]

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

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 ; 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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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

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]

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]

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]

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]

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]

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]

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 ; 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]

This list was generated on Tue Oct 19 05:59:49 2021 CEST.