| Preference Learning: An Introduction / Johannes Fürnkranz ; Eyke Hüllermeier |
| A Preference Optimization Based Unifying Framework for Supervised Learning Problems / Fabio Aiolli ; Alessandro Sperduti |
| Label Ranking / Part I： |
| Label Ranking Algorithms: A Survey / Shankar Vembu ; Thomas Gärtner |
| Preference Learning and Ranking by Pairwise Comparison |
| Decision Tree Modeling for Ranking Data / Philip L.H. Yu ; Wai Ming Wan ; Paul H. Lee |
| Co-Regularized Least-Squares for Label Ranking / Evgeni Tsivtsivadze ; Tapio Pahikkala ; Jorma Boberg ; Tapio Salakoski ; Tom Heskes |
| Instance Ranking / Part II： |
| A Survey on ROC-Based Ordinal Regression / Willem Waegeman ; Bernard De Baets |
| Ranking Cases with Classification Rules / Jianping Zhang ; Jerzy W. Bala ; Ali Hadjarian ; Brent Han |
| Object Ranking / Part III： |
| A Survey and Empirical Comparison of Object Ranking Methods / Toshihiro Kamishima ; Hideto Kazawa ; Shotaro Akaho |
| Dimension Reduction for Object Ranking |
| Learning of Rule Ensembles for Multiple Attribute Ranking Problems / Krzysztof Dembczynski ; Wojciech Kotlowski ; Roman Slowinski ; Marcin Szelag |
| Preferences in Multi-Attribute Domains / Part IV： |
| Learning Lexicographic Preference Models / Fusun Yaman ; Thomas J. Walsh ; Michael L. Littman ; Marie desJardins |
| Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets / Yann Chevaleyre ; Frédéric Koriche ; Jérome Lang ; Jérome Mengin ; Bruno Zanuttini |
| Choice-Based Conjoint Analysis: Classification vs. Discrete Choice Models / Joachim Giesen ; Klaus Mueller ; Bilyana Taneva ; Peter Zolliker |
| Learning Aggregation Operators for Preference Modeling / Vicenç Torra |
| Preferences in Information Retrieval / Part V： |
| Evaluating Search Engine Relevance with Click-Based Metrics / Filip Radlinski ; Madhu Kurup ; Thorsten Joachims |
| Learning SVM Ranking Functions from User Feedback Using Document Metadata and Active Learning in the Biomedical Domain / Robert Arens |
| Preferences in Recommender Systems / Part VI： |
| Learning Preference Models in Recommender Systems / Marco de Gemmis ; Leo Iaquinta ; Pasquale Lops ; Cataldo Musto ; Fedelucio Narducci ; Giovanni Semeraro |
| Collaborative Preference Learning / Alexandros Karatzoglou ; Markus Weimer |
| Discerning Relevant Model Features in a Content-Based Collaborative Recommender System / Alejandro BellogÃn ; Iván Cantador ; Pablo Castells ; Ãlvaro Ortigosa |
| Subject Index |
| Author Index |
| Preference Learning: An Introduction / Johannes Fürnkranz ; Eyke Hüllermeier |
| A Preference Optimization Based Unifying Framework for Supervised Learning Problems / Fabio Aiolli ; Alessandro Sperduti |
| Label Ranking / Part I： |
図書
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