Chair of Artificial Intelligence and Machine Learning
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2022

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2005

  • Eyke Hüllermeier, Jürgen Beringer (2005)
    Learning from Ambiguously Labeled Examples
    In: A. Fazel Famili, Joost N. Kok, José M. Peña, Arno Siebes, Ad Feelders (eds.): Advances in Intelligent Data Analysis VI. Lecture Notes in Computer Science. 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005. Proceedings; Vol. 3646. Berlin, Heidelberg: Springer. pp. 168-179
  • Eyke Hüllermeier, Johannes Fürnkranz (2005)
    Learning Label Preferences: Ranking Error Versus Position Error
    In: A. Fazel Famili, Joost N. Kok, José M. Peña, Arno Siebes, Ad Feelders (eds.): Advances in Intelligent Data Analysis VI. 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005. Proceedings. Lecture Notes in Computer Science; Vol. 3646. Berlin, Heidelberg: Springer. pp. 180-191
  • Didier Dubois, Eyke Hüllermeier (2005)
    A Notion of Comparative Probabilistic Entropy Based on the Possibilistic Specificity Ordering
    In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 8th European Conference, ECSQARU 2005, Barcelona, Spain, July 6-8, 2005. Proceedings. Lecture Notes in Computer Science; Vol. 3571. Berlin, Heidelberg: Springer. pp. 848-859
  • Eyke Hüllermeier (2005)
    Fuzzy Methods in Knowledge Discovery
    In: Bernd Reusch (eds.): Computational Intelligence, Theory and Applications. International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29–Oct. 01, 2004 Proceedings. Advances in Soft Computing; Vol. 33. Berlin, Heidelberg: Springer. pp. 483-483
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2004

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2003

  • Eyke Hüllermeier (2003)
    Instance-Based Learning of Credible Label Sets
    In: Andreas Günter, Rudolf Kruse, Bernd Neumann (eds.): KI 2003: Advances in Artificial Intelligence. 26th Annual German Conference on AI, KI 2003, Hamburg, Germany, September 15-18, 2003. Proceedings. Lecture Notes in Computer Science; Vol. 2821. Berlin, Heidelberg: Springer. pp. 450-464
  • Johannes Fürnkranz, Eyke Hüllermeier (2003)
    Pairwise Preference Learning and Ranking
    In: Nada Lavrač, Dragan Gamberger, Hendrik Blockeel, Ljupčo Todorovski (eds.): Machine Learning: ECML 2003. 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings. Lecture Notes in Computer Science; Vol. 2837. Berlin, Heidelberg: Springer. pp. 145-156
  • Eyke Hüllermeier (2003)
    Regularized Learning with Flexible Constraints
    In: Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, Christian Borgelt (eds.): Advances in Intelligent Data Analysis V. 5th International Symposium on Intelligent Data Analysis, IDA 2003, Berlin, Germany, August 28-30, 2003. Proceedings. Lecture Notes in Computer Science; Vol. 2810. Berlin, Heidelberg: Springer. pp. 13-24
  • Didier Dubois, Eyke Hüllermeier, Henri Prade (2003)
    A Note on Quality Measures for Fuzzy Association Rules
    In: Taner Bilgiç, Bernard De Baets, Okyay Kaynak (eds.): Fuzzy Sets and Systems — IFSA 2003. 10th International Fuzzy Systems Association World Congress Istanbul, Turkey, June 30 – July 2, 2003 Proceedings. Lecture Notes in Computer Science; Vol. 2715. Berlin, Heidelberg: Springer. pp. 346-353
  • Eyke Hüllermeier (2003)
    Inducing Fuzzy Concepts through Extended Version Space Learning
    In: Taner Bilgiç, Bernard De Baets, Okyay Kaynak (eds.): Fuzzy Sets and Systems — IFSA 2003. 10th International Fuzzy Systems Association World Congress Istanbul, Turkey, June 30 – July 2, 2003 Proceedings. Lecture Notes in Computer Science; Vol. 2715. Berlin, Heidelberg: Springer. pp. 677-684
  • Eyke Hüllermeier (2003)
    A Method for Predicting Solutions in Case-Based Problem Solving
    In: Enrico Blanzieri, Luigi Portinale (eds.): Advances in Case-Based Reasoning. 5th European Workshop, EWCBR 2000 Trento, Italy, September 6–9, 2000 Proceedings. Lecture Notes in Computer Science; Vol. 1898. Berlin, Heidelberg: Springer. pp. 124-135
  • Didier Dubois, Eyke Hüllermeier, Henri Prade (2003)
    Flexible Control of Case-Based Prediction in the Framework of Possibility Theory
    In: Enrico Blanzieri, Luigi Portinale (eds.): Advances in Case-Based Reasoning. 5th European Workshop, EWCBR 2000 Trento, Italy, September 6–9, 2000 Proceedings. Lecture Notes in Computer Science; Vol. 1898. Berlin, Heidelberg: Springer. pp. 61-73
  • Didier Dubois, Eyke Hüllermeier, Henri Prade (2003)
    Possibilistic case-based decisions
    In: Cédric Lesage, Marie Cottrell (eds.): Connectionist Approaches in Economics and Management Sciences. Advances in Computational Management Science; Vol. 6. Boston, MA: Springer. pp. 31-48
  • Eyke Hüllermeier (2003)
    Sequential Decision Making in Heuristic Search
    In: Giacomo Della Riccia, Didier Dubois, Rudolf Kruse, Hans-J. Lenz (eds.): Planning Based on Decision Theory. International Centre for Mechanical Sciences; Vol. 472. Vienna: Springer. pp. 27-41
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2002

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2001

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1999