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Gruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Anzahl der Publikationen: 28
2023
Hanselle, Jonas; Fürnkranz, Johannes und Hüllermeier, Eyke
(2023):
Probabilistic Scoring Lists for Interpretable Machine Learning.
26th International Conference on Discovery Science (DS 2023), Porto, Portugal, October 9-11, 2023.
In: Discovery Science,
Bd. 14276
Cham: Springer. S. 189-203
2022
Hüllermeier, Eyke 
ORCID: https://orcid.org/0000-0002-9944-4108; Wever, Marcel; Loza Mencia, Eneldo; Fürnkranz, Johannes und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(Februar 2022):
A flexible class of dependence-aware multi-label loss functions.
In: Machine Learning, Bd. 111, Nr. 2: S. 713-737
[PDF, 1MB]
ORCID: https://orcid.org/0000-0002-9944-4108; Wever, Marcel; Loza Mencia, Eneldo; Fürnkranz, Johannes und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(Februar 2022):
A flexible class of dependence-aware multi-label loss functions.
In: Machine Learning, Bd. 111, Nr. 2: S. 713-737
[PDF, 1MB]
2021
Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240; Mencía, Eneldo Loza; Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(September 2021):
Gradient-Based Label Binning in Multi-label Classification.
Machine Learning and Knowledge Discovery in Databases, Bilbao, Spain, September 13–17, 2021.
In: Machine Learning and Knowledge Discovery in Databases. Research Track,
Bd. 12977
Cham: Springer. S. 462-477
ORCID: https://orcid.org/0000-0001-8570-8240; Mencía, Eneldo Loza; Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(September 2021):
Gradient-Based Label Binning in Multi-label Classification.
Machine Learning and Knowledge Discovery in Databases, Bilbao, Spain, September 13–17, 2021.
In: Machine Learning and Knowledge Discovery in Databases. Research Track,
Bd. 12977
Cham: Springer. S. 462-477
Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240; Mencía, Eneldo Loza; Fürnkranz, Johannes; Nguyen, Vu-Linh und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Februar 2021):
Learning Gradient Boosted Multi-label Classification Rules.
In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey und Valera, Isabel (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Lecture Notes in Computer Science, Bd. 12459. Cham: Springer. S. 124-140
ORCID: https://orcid.org/0000-0001-8570-8240; Mencía, Eneldo Loza; Fürnkranz, Johannes; Nguyen, Vu-Linh und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(Februar 2021):
Learning Gradient Boosted Multi-label Classification Rules.
In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey und Valera, Isabel (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Lecture Notes in Computer Science, Bd. 12459. Cham: Springer. S. 124-140
2020
Nguyen, Vu-Linh ORCID: https://orcid.org/0000-0003-1642-4468; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240; Loza Mencia, Eneldo und Fürnkranz, Johannes
(15. Oktober 2020):
On Aggregation in Ensembles of Multilabel Classifiers.
23rd International Conference on Discovery Science, Virtual, 19-21 October 2020.
In: Discovery Science,
Bd. 12323
Cham: Springer. S. 533-547
ORCID: https://orcid.org/0000-0003-1642-4468; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240; Loza Mencia, Eneldo und Fürnkranz, Johannes
(15. Oktober 2020):
On Aggregation in Ensembles of Multilabel Classifiers.
23rd International Conference on Discovery Science, Virtual, 19-21 October 2020.
In: Discovery Science,
Bd. 12323
Cham: Springer. S. 533-547
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes; Loza Mencia, Eneldo; Nguyen, Vu-Linh ORCID: https://orcid.org/0000-0003-1642-4468 und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(August 2020):
Rule-Based Multi-label Classification: Challenges and Opportunities.
4th International Joint Conference on Rules and Reasoning, Virtual, 29 June - 1 July 2020.
In: Rules and Reasoning,
Bd. 12173
Cham: Springer. S. 3-19
ORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes; Loza Mencia, Eneldo; Nguyen, Vu-Linh ORCID: https://orcid.org/0000-0003-1642-4468 und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(August 2020):
Rule-Based Multi-label Classification: Challenges and Opportunities.
4th International Joint Conference on Rules and Reasoning, Virtual, 29 June - 1 July 2020.
In: Rules and Reasoning,
Bd. 12173
Cham: Springer. S. 3-19
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes und Loza Mencia, Eneldo
(2020):
Conformal Rule-Based Multi-label Classification.
KI 2020: Advances in Artificial Intelligence. 43rd German Conference on AI, Bamberg, Germany, September 21–25, 2020.
In: KI 2020: Advances in Artificial Intelligence,
Bd. 12325
Cham: Springer. S. 290-296
ORCID: https://orcid.org/0000-0002-9944-4108; Fürnkranz, Johannes und Loza Mencia, Eneldo
(2020):
Conformal Rule-Based Multi-label Classification.
KI 2020: Advances in Artificial Intelligence. 43rd German Conference on AI, Bamberg, Germany, September 21–25, 2020.
In: KI 2020: Advances in Artificial Intelligence,
Bd. 12325
Cham: Springer. S. 290-296
2018
Mencía, Eneldo Loza; Fürnkranz, Johannes; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(2018):
Learning Interpretable Rules for Multi-Label Classification.
In: Jair Escalante, Hugo; Escalera, Sergio; Guyon, Isabelle; Baró, Xavier; Güçlütürk, Yağmur; Güçlü, Umut und Gerven, Marcel van (Hrsg.):
Explainable and Interpretable Models in Computer Vision and Machine Learning. The Springer Series on Challenges in Machine Learning, Cham: Springer. S. 81-113
ORCID: https://orcid.org/0000-0002-9944-4108 und Rapp, Michael ORCID: https://orcid.org/0000-0001-8570-8240
(2018):
Learning Interpretable Rules for Multi-Label Classification.
In: Jair Escalante, Hugo; Escalera, Sergio; Guyon, Isabelle; Baró, Xavier; Güçlütürk, Yağmur; Güçlü, Umut und Gerven, Marcel van (Hrsg.):
Explainable and Interpretable Models in Computer Vision and Machine Learning. The Springer Series on Challenges in Machine Learning, Cham: Springer. S. 81-113
2017
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2017):
Preference Learning.
In: Sammut, Claude und Webb, Geoffrey I. (Hrsg.):
Encyclopedia of Machine Learning and Data Mining. 2017 Edition. Boston, MA: Springer. S. 1000-1005
ORCID: https://orcid.org/0000-0002-9944-4108
(2017):
Preference Learning.
In: Sammut, Claude und Webb, Geoffrey I. (Hrsg.):
Encyclopedia of Machine Learning and Data Mining. 2017 Edition. Boston, MA: Springer. S. 1000-1005
Mohr, Felix; Lettmann, Theo und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2017):
Planning with Independent Task Networks.
In: Kern-Isberner, Gabriele; Fürnkranz, Johannes und Thimm, Matthias (Hrsg.):
KI 2017: Advances in Artificial Intelligence. 40th Annual German Conference on AI, Dortmund, Germany, September 25–29, 2017, Proceedings. Lecture Notes in Computer Science, Bd. 10505. Cham: Springer. S. 193-206
ORCID: https://orcid.org/0000-0002-9944-4108
(2017):
Planning with Independent Task Networks.
In: Kern-Isberner, Gabriele; Fürnkranz, Johannes und Thimm, Matthias (Hrsg.):
KI 2017: Advances in Artificial Intelligence. 40th Annual German Conference on AI, Dortmund, Germany, September 25–29, 2017, Proceedings. Lecture Notes in Computer Science, Bd. 10505. Cham: Springer. S. 193-206
2016
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Preference Learning.
In: Phung, Dinh; Webb, Geoffrey I. und Sammut, Claude (Hrsg.):
Encyclopedia of Machine Learning and Data Mining. Living Edition. New York, NY: Springer. S. 1-7
ORCID: https://orcid.org/0000-0002-9944-4108
(2016):
Preference Learning.
In: Phung, Dinh; Webb, Geoffrey I. und Sammut, Claude (Hrsg.):
Encyclopedia of Machine Learning and Data Mining. Living Edition. New York, NY: Springer. S. 1-7
2014
Fürnkranz, Johannes; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Rudin, Cynthia; Slowinski, Roman und Sanner, Scott (Hrsg.)
(2014):
Preference Learning. Report from Dagstuhl Seminar 14101.
Dagstuhl Reports, Bd. 4. Dagstuhl: Schloss Dagstuhl, Leibniz-Zentrum fuer Informatik.
[PDF, 1MB]
ORCID: https://orcid.org/0000-0002-9944-4108; Rudin, Cynthia; Slowinski, Roman und Sanner, Scott (Hrsg.)
(2014):
Preference Learning. Report from Dagstuhl Seminar 14101.
Dagstuhl Reports, Bd. 4. Dagstuhl: Schloss Dagstuhl, Leibniz-Zentrum fuer Informatik.
[PDF, 1MB]
2012
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2012):
Preference Learning.
In: Seel, N. M. (Hrsg.):
Encyclopedia of the Sciences of Learning. 2012 Edition. Boston, MA: Springer
ORCID: https://orcid.org/0000-0002-9944-4108
(2012):
Preference Learning.
In: Seel, N. M. (Hrsg.):
Encyclopedia of the Sciences of Learning. 2012 Edition. Boston, MA: Springer
Fürnkranz, Johannes; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108; Cheng, Weiwei und Park, Sang-Hyeun
(2012):
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm.
In: Machine Learning, Bd. 89, Nr. 1-2: S. 123-156
ORCID: https://orcid.org/0000-0002-9944-4108; Cheng, Weiwei und Park, Sang-Hyeun
(2012):
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm.
In: Machine Learning, Bd. 89, Nr. 1-2: S. 123-156
2011
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2011):
Learning from Label Preferences.
In: Elomaa, Tapio; Hollmén, Jaakko und Mannila, Heikki (Hrsg.):
Discovery Science. 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings. Lecture Notes in Computer Science, Bd. 6926. S. 2-17
ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2011):
Learning from Label Preferences.
In: Elomaa, Tapio; Hollmén, Jaakko und Mannila, Heikki (Hrsg.):
Discovery Science. 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings. Lecture Notes in Computer Science, Bd. 6926. S. 2-17
Cheng, Weiwei; Fürnkranz, Johannes; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Park, Sang-Hyeun
(2011):
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.
In: Gunopulos, Dimitrios; Hofmann, Thomas; Malerba, Donato und Vazirgiannis, Michalis (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6911. Berlin, Heidelberg: Springer. S. 312-327
ORCID: https://orcid.org/0000-0002-9944-4108 und Park, Sang-Hyeun
(2011):
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.
In: Gunopulos, Dimitrios; Hofmann, Thomas; Malerba, Donato und Vazirgiannis, Michalis (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I. Lecture Notes in Computer Science, Bd. 6911. Berlin, Heidelberg: Springer. S. 312-327
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2011):
Preference Learning.
In: Sammut, Claude (Hrsg.):
Encyclopedia of Machine Learning. 2010 Edition. Boston, MA: Springer. S. 789-795
ORCID: https://orcid.org/0000-0002-9944-4108
(2011):
Preference Learning.
In: Sammut, Claude (Hrsg.):
Encyclopedia of Machine Learning. 2010 Edition. Boston, MA: Springer. S. 789-795
2010
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 (Hrsg.)
(2010):
Preference Learning.
Berlin: Springer.
ORCID: https://orcid.org/0000-0002-9944-4108 (Hrsg.)
(2010):
Preference Learning.
Berlin: Springer.
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Preference Learning and Ranking by Pairwise Comparison.
In: Fürnkranz, Johannes und Hüllermeier, Eyke (Hrsg.):
Preference Learning. Berlin, Heidelberg: Springer. S. 65-82
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Preference Learning and Ranking by Pairwise Comparison.
In: Fürnkranz, Johannes und Hüllermeier, Eyke (Hrsg.):
Preference Learning. Berlin, Heidelberg: Springer. S. 65-82
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Preference Learning: An Introduction.
In: Fürnkranz, Johannes und Hüllermeier, Eyke (Hrsg.):
Preference Learning. Berlin: Springer. S. 1-17
ORCID: https://orcid.org/0000-0002-9944-4108
(2010):
Preference Learning: An Introduction.
In: Fürnkranz, Johannes und Hüllermeier, Eyke (Hrsg.):
Preference Learning. Berlin: Springer. S. 1-17
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2010):
On predictive accuracy and risk minimization in pairwise label ranking.
In: Journal of Computer and System Sciences, Bd. 76, Nr. 1: S. 49-62
ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2010):
On predictive accuracy and risk minimization in pairwise label ranking.
In: Journal of Computer and System Sciences, Bd. 76, Nr. 1: S. 49-62
2009
Fürnkranz, Johannes; Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Vanderlooy, Stijn
(2009):
Binary Decomposition Methods for Multipartite Ranking.
In: Buntine, Wray; Grobelnik, Marko; Mladenić, Dunja und Shawe-Taylor, John (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 5781. Berlin, Heidelberg: Springer. S. 359-374
ORCID: https://orcid.org/0000-0002-9944-4108 und Vanderlooy, Stijn
(2009):
Binary Decomposition Methods for Multipartite Ranking.
In: Buntine, Wray; Grobelnik, Marko; Mladenić, Dunja und Shawe-Taylor, John (Hrsg.):
Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I. Lecture Notes in Computer Science, Bd. 5781. Berlin, Heidelberg: Springer. S. 359-374
2008
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Della Riccia, Giacomo; Dubois, Didier; Kruse, Rudolf und Lenz, Hans-Joachim (Hrsg.):
Preferences and Similarities. CISM International Centre for Mechanical Sciences, Bd. 504. Vienna: Springer. S. 283-304
ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2008):
Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.
In: Della Riccia, Giacomo; Dubois, Didier; Kruse, Rudolf und Lenz, Hans-Joachim (Hrsg.):
Preferences and Similarities. CISM International Centre for Mechanical Sciences, Bd. 504. Vienna: Springer. S. 283-304
2007
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2007):
On Minimizing the Position Error in Label Ranking.
In: Kok, Joost N.; Koronacki, Jacek; Lopez de Mantaras, Raomon; Matwin, Stan; Mladenič, Dunja und Skowron, Andrzej (Hrsg.):
Machine Learning: ECML 2007. 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007. Proceedings. Lecture Notes in Computer Science, Bd. 4701. Berlin, Heidelberg: Springer. S. 583-590
ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(2007):
On Minimizing the Position Error in Label Ranking.
In: Kok, Joost N.; Koronacki, Jacek; Lopez de Mantaras, Raomon; Matwin, Stan; Mladenič, Dunja und Skowron, Andrzej (Hrsg.):
Machine Learning: ECML 2007. 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007. Proceedings. Lecture Notes in Computer Science, Bd. 4701. Berlin, Heidelberg: Springer. S. 583-590
Sulzmann, Jan-Nikolas; Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2007):
On Pairwise Naive Bayes Classifiers.
In: Kok, Joost N.; Koronacki, Jacek; Lopez de Mantaras, Raomon; Matwin, Stan; Mladenič, Dunja und Skowron, Andrzej (Hrsg.):
Machine Learning: ECML 2007. 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007. Proceedings. Lecture Notes in Computer Science, Bd. 4701. Berlin, Heidelberg: Springer. S. 371-381
ORCID: https://orcid.org/0000-0002-9944-4108
(2007):
On Pairwise Naive Bayes Classifiers.
In: Kok, Joost N.; Koronacki, Jacek; Lopez de Mantaras, Raomon; Matwin, Stan; Mladenič, Dunja und Skowron, Andrzej (Hrsg.):
Machine Learning: ECML 2007. 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007. Proceedings. Lecture Notes in Computer Science, Bd. 4701. Berlin, Heidelberg: Springer. S. 371-381
2006
Brinker, Klaus und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(2006):
Case-Based Label Ranking.
In: Fürnkranz, Johannes; Scheffer, Tobias und Spiliopoulou, Myra (Hrsg.):
Machine Learning: ECML 2006. 17th European Conference on Machine Learning Berlin, Germany, September 18-22, 2006 Proceedings. Lecture Notes in Computer Science, Bd. 4212. Berlin, Heidelberg: Springer. S. 566-573
ORCID: https://orcid.org/0000-0002-9944-4108
(2006):
Case-Based Label Ranking.
In: Fürnkranz, Johannes; Scheffer, Tobias und Spiliopoulou, Myra (Hrsg.):
Machine Learning: ECML 2006. 17th European Conference on Machine Learning Berlin, Germany, September 18-22, 2006 Proceedings. Lecture Notes in Computer Science, Bd. 4212. Berlin, Heidelberg: Springer. S. 566-573
2005
Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(September 2005):
Learning Label Preferences: Ranking Error Versus Position Error.
In: Fazel Famili, A.; Kok, Joost N.; Peña, José M.; Siebes, Arno und Feelders, Ad (Hrsg.):
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, Bd. 3646. Berlin, Heidelberg: Springer. S. 180-191
ORCID: https://orcid.org/0000-0002-9944-4108 und Fürnkranz, Johannes
(September 2005):
Learning Label Preferences: Ranking Error Versus Position Error.
In: Fazel Famili, A.; Kok, Joost N.; Peña, José M.; Siebes, Arno und Feelders, Ad (Hrsg.):
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, Bd. 3646. Berlin, Heidelberg: Springer. S. 180-191
2003
Fürnkranz, Johannes und Hüllermeier, Eyke ORCID: https://orcid.org/0000-0002-9944-4108
(September 2003):
Pairwise Preference Learning and Ranking.
In: Lavrač, Nada; Gamberger, Dragan; Blockeel, Hendrik und Todorovski, Ljupčo (Hrsg.):
Machine Learning: ECML 2003. 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings. Lecture Notes in Computer Science, Bd. 2837. Berlin, Heidelberg: Springer. S. 145-156
ORCID: https://orcid.org/0000-0002-9944-4108
(September 2003):
Pairwise Preference Learning and Ranking.
In: Lavrač, Nada; Gamberger, Dragan; Blockeel, Hendrik und Todorovski, Ljupčo (Hrsg.):
Machine Learning: ECML 2003. 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings. Lecture Notes in Computer Science, Bd. 2837. Berlin, Heidelberg: Springer. S. 145-156