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authFullName_s : Eyke Hüllermeier

Preference-based Evolutionary Direct Policy Search

Robert Busa-Fekete , Balázs Szorenyi , Paul Weng , Weiwei Cheng , Eyke Hüllermeier et al.
ICRA Autonomous Learning Workshop, May 2013, Karlsruhe, Germany
Conference papers hal-01216088v1

Case-based queyrying and prediction: a fuzzy set approach

Martine De Calmès , Didier Dubois , Eyke Hüllermeier , Henri Prade , Florence Sèdes et al.
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2002), May 2002, Honolulu, Hawaii, United States. pp.735-739, ⟨10.1109/FUZZ.2002.1005084⟩
Conference papers hal-03378861v1
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Qualitative Multi-Armed Bandits: A Quantile-Based Approach

Balazs Szorenyi , Róbert Busa-Fekete , Paul Weng , Eyke Hüllermeier
32nd International Conference on Machine Learning, Jul 2015, Lille, France. pp.1660-1668
Conference papers hal-01204708v1

A systematic approach to the assessment of fuzzy association rules

Didier Dubois , Eyke Hüllermeier , Henri Prade
Data Mining and Knowledge Discovery, 2006, 13, pp.167-192. ⟨10.1007/s10618-005-0032-4⟩
Journal articles hal-03364227v1

Fuzzy methods for case-based recommendation and decision support

Didier Dubois , Eyke Hüllermeier , Henri Prade
Journal of Intelligent Information Systems, 2006, 27, pp.95-115. ⟨10.1007/s10844-006-0976-x⟩
Journal articles hal-03364226v1

Model adaptation in possibilistic instance-based reasoning

Eyke Hüllermeier , Didier Dubois , Henri Prade
IEEE Transactions on Fuzzy Systems, 2002, 10 (3), pp.333-339. ⟨10.1109/TFUZZ.2002.1006436⟩
Journal articles hal-03377610v1
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Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm

Róbert Busa-Fekete , Balázs Szörényi , Paul Weng , Weiwei Cheng , Eyke Hüllermeier et al.
Machine Learning, 2014, 97 (3), pp.327-351. ⟨10.1007/s10994-014-5458-8⟩
Journal articles hal-01079370v1
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Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows

Róbert Busa-Fekete , Eyke Hüllermeier , Balázs Szörényi
Proceedings of The 31st International Conference on Machine Learning, Jun 2014, Beijing, China
Conference papers hal-01079369v1
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Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants

Eyke Hüllermeier , Sébastien Destercke , Ines Couso
13th International Conference on Scalable Uncertainty Management (SUM 2019), Dec 2019, Compiègne, France. pp.266-279, ⟨10.1007/978-3-030-35514-2_20⟩
Conference papers hal-02417287v1
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Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty

Vu-Linh Nguyen , Sébastien Destercke , Marie-Hélène Masson , Eyke Hüllermeier
27th International Joint Conference on Artificial Intelligence (IJCAI 2018), Jul 2018, Stockholm, Sweden. pp.5089-5095, ⟨10.24963/ijcai.2018/706⟩
Conference papers hal-01815727v1

A notion of comparative probabilistic entropy based on the possibilistic specificity ordering

Didier Dubois , Eyke Hüllermeier
8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005), Jul 2005, Barcelone, Spain. pp.848-859, ⟨10.1007/11518655_71⟩
Conference papers hal-03449184v1

Flexible control of case-based prediction in the framework of possibility theory

Didier Dubois , Eyke Hüllermeier , Henri Prade
Séminaire Raisonnement à Partir de Cas (RàPC 2000), May 2000, Toulouse, France
Conference papers hal-03405298v1

Formalizing case based inference using fuzzy rules

Eyke Hüllermeier , Didier Dubois , Henri Prade
Sankar K. Pal; Tharam S. Dillon; Daniel S. Yeung. Soft Computing in Case Based Reasoning, Springer Verlag, pp.47-72, 2000, 978-1-85233-262-4. ⟨10.1007/978-1-4471-0687-6_3⟩
Book sections hal-03405289v1
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PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences

Róbert Busa-Fekete , Balázs Szörényi , Eyke Hüllermeier
28th AAAI Conference on Artificial Intelligence (AAAI-14), Jul 2014, Quebec City, Canada
Conference papers hal-01079283v1

Flexibility and fuzzy case-based evaluation in querying: An illustration in an experimental setting

Martine De Calmès , Didier Dubois , Eyke Hüllermeier , Henri Prade , Florence Sèdes et al.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2003, 11 (1), pp.43-66. ⟨10.1142/S0218488503001941⟩
Journal articles hal-03370931v1

On the Identifiability of Hierarchical Decision Models

Roman Bresson , Johanne Cohen , Eyke Hüllermeier , Christophe Labreuche , Michele Sebag et al.
18th International Conference on Principles of Knowledge Representation and Reasoning (KR-2021), Nov 2021, Online, France. pp.151-162, ⟨10.24963/kr.2021/15⟩
Conference papers hal-03453996v1
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Neural Representation and Learning of Hierarchical 2-additive Choquet Integrals

Roman Bresson , Johanne Cohen , Eyke Hüllermeier , Christophe Labreuche , Michele Sebag et al.
IJCAI-PRICAI-20 - Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence, Jul 2020, Yokohama, France. pp.1984-1991, ⟨10.24963/ijcai.2020/275⟩
Conference papers hal-03017078v1
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Comparing Fuzzy Partitions: A Generalization of the Rand Index and Related Measures

Eyke Hüllermeier , Maria Rifqi , Sascha Henzgen , Robin Senge
IEEE Transactions on Fuzzy Systems, 2012, 20 (3), pp.546 - 556. ⟨10.1109/TFUZZ.2011.2179303⟩
Journal articles hal-00734389v1

On the representation of fuzzy rules in terms of crisp rules

Didier Dubois , Eyke Hüllermeier , Henri Prade
Information Sciences, 2003, 151, pp.301-326. ⟨10.1016/S0020-0255(02)00403-6⟩
Journal articles istex hal-03373360v1

Knowledge-Based extrapolation of cases: a possibilistic approach

Didier Dubois , Eyke Hüllermeier , Henri Prade
8th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2000), Jul 2000, Madrid, Spain. pp.1575-1582
Conference papers hal-03413148v1
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Quantification of Credal Uncertainty in Machine Learning: A Critical Analysis and Empirical Comparison

Eyke Hüllermeier , Sebastian Destercke , Mohammad Hossein Shaker
38th Conference on Uncertainty in Artificial Intelligence FacebookTwitterLinkedInGoogle (UAI 2022), Aug 2022, Eindhoven, Netherlands. pp.548-557
Conference papers hal-03896003v1

A fuzzy set approach to flexible case-based querying: methodology and experimentation

Martine De Calmès , Didier Dubois , Eyke Hüllermeier , Henri Prade , Florence Sèdes et al.
8th International Conference on Principles of Knowledge Representation and Reasoning (KR 2002), Apr 2002, Toulouse, France. pp.449-458
Conference papers hal-03377597v1

Knowledge-based extrapolation of cases: A possibilistic approach

Eyke Hüllermeier , Didier Dubois , Henri Prade
Bouchon-Meunier, Bennadette; Gutierrez-Rios, J.; Magdalena, L.; Yager, R.R. Technologies for Constructing Intelligent Systems 1 : Tools, 89, Physica-Verlag, pp.377-390, 2002, Studies in Fuzziness and Soft Computing book series (STUDFUZZ), 978-3790814545. ⟨10.1007/978-3-7908-1797-3_29⟩
Book sections istex hal-03378858v1

Règles floues et prédiction à partir de cas

Didier Dubois , Eyke Hüllermeier
[Research Report] IRIT : Institut de Recherche Informatique de Toulouse. 2000
Reports hal-03463137v1

Flexible control of case-based prediction in the framework of possibility theory (EWCBR 2000)

Didier Dubois , Eyke Hüllermeier , Henri Prade
5th European Workshop on Advances in Case-Based Reasoning (EWCBR 2000), Sep 2000, Trento, Italy. pp.61-73, ⟨10.1007/3-540-44527-7_7⟩
Conference papers istex hal-03403401v1
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Epistemic Uncertainty Sampling

Vu-Linh Nguyen , Sébastien Destercke , Eyke Hüllermeier
22nd Internationnal Conference on Discovery Science (DS 2019), Oct 2019, Split, Croatia. pp.72-86, ⟨10.1007/978-3-030-33778-0_7⟩
Conference papers hal-02462441v1

Top-k Selection based on Adaptive Sampling of Noisy Preferences

Robert Busa-Fekete , Balázs Szorenyi , Paul Weng , Weiwei Cheng , Eyke Hüllermeier et al.
International Conference on Machine Learning, Jun 2013, Atlanta, Georgia, United States. pp.1094-1102
Conference papers hal-01216055v1
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Maximum Likelihood Estimation and Coarse Data

Inès Couso , Didier Dubois , Eyke Hüllermeier
11th International Conference on Scalable Uncertainty Management (SUM), Oct 2017, Granada, Spain. pp.3-16
Conference papers hal-02626215v1

A note on quality measures for fuzzy association rules

Didier Dubois , Eyke Hüllermeier , Henri Prade
10th International Fuzzy Systems Association World Congress (IFSA 2003), Jun 2003, Istanbul, Turkey. pp.346-353, ⟨10.1007/3-540-44967-1_41⟩
Conference papers istex hal-03373367v1

Toward the representation of implication-based fuzzy rules in terms of crisp rules

Didier Dubois , Eyke Hüllermeier , Henri Prade
9th IFSA World Congress and 20th NAFIPS International Conference (2001), NAFIPS: North American Fuzzy Information Processing Society, Jul 2001, Vancouver, Canada. pp.1592--1597, ⟨10.1109/NAFIPS.2001.943787⟩
Conference papers hal-03385615v1