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Weiwei Cheng
Weiwei Cheng
Senior Principal Scientist at Zalando
Dirección de correo verificada de zalando.de - Página principal
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Label ranking by learning pairwise preferences
E Hüllermeier, J Fürnkranz, W Cheng, K Brinker
Artificial Intelligence 172 (16-17), 1897-1916, 2008
7372008
Bayes optimal multilabel classification via probabilistic classifier chains
W Cheng, E Hüllermeier, KJ Dembczynski
Proceedings of the 27th international conference on machine learning (ICML …, 2010
6512010
Combining instance-based learning and logistic regression for multilabel classification
W Cheng, E Hüllermeier
Machine Learning 76, 211-225, 2009
5812009
On label dependence and loss minimization in multi-label classification
K Dembczyński, W Waegeman, W Cheng, E Hüllermeier
Machine Learning 88, 5-45, 2012
5072012
Preference-based reinforcement learning: a formal framework and a policy iteration algorithm
J Fürnkranz, E Hüllermeier, W Cheng, SH Park
Machine learning 89, 123-156, 2012
1912012
Decision tree and instance-based learning for label ranking
W Cheng, J Hühn, E Hüllermeier
Proceedings of the 26th annual international conference on machine learning …, 2009
1802009
Learning monotone nonlinear models using the Choquet integral
A Fallah Tehrani, W Cheng, K Dembczyński, E Hüllermeier
Machine Learning 89, 183-211, 2012
1582012
An Exact Algorithm for F-Measure Maximization
K Dembczynsk, W Waegeman, W Cheng, H Eyke
The 25th Annual Conference on Neural Information Processing Systems, 0
158*
Label ranking methods based on the Plackett-Luce model
W Cheng, E Hüllermeier, KJ Dembczynski
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
1342010
Top-k selection based on adaptive sampling of noisy preferences
R Busa-Fekete, B Szorenyi, W Cheng, P Weng, E Hüllermeier
International Conference on Machine Learning, 1094-1102, 2013
972013
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction
D Heider, R Senge, W Cheng, E Hüllermeier
Bioinformatics 29 (16), 1946-1952, 2013
932013
Preference learning using the Choquet integral: The case of multipartite ranking
AF Tehrani, W Cheng, E Hullermeier
IEEE Transactions on Fuzzy Systems 20 (6), 1102-1113, 2012
922012
Automated feature generation from structured knowledge
W Cheng, G Kasneci, T Graepel, D Stern, R Herbrich
Proceedings of the 20th ACM international conference on Information and …, 2011
902011
On the bayes-optimality of f-measure maximizers
W Waegeman, K Dembczyński, A Jachnik, W Cheng, E Hüllermeier
Journal of Machine Learning Research, 3513-3568, 2014
882014
Predicting partial orders: ranking with abstention
W Cheng, M Rademaker, B De Baets, E Hüllermeier
Joint European conference on machine learning and knowledge discovery in …, 2010
872010
Regret analysis for performance metrics in multi-label classification: the case of hamming and subset zero-one loss
K Dembczyński, W Waegeman, W Cheng, E Hüllermeier
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2010
832010
Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm
R Busa-Fekete, B Szörényi, P Weng, W Cheng, E Hüllermeier
Machine learning 97, 327-351, 2014
792014
Superset learning based on generalized loss minimization
E Hüllermeier, W Cheng
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
712015
Graded multilabel classification: The ordinal case
W Cheng, E Hüllermeier, KJ Dembczynski
Proceedings of the 27th international conference on machine learning (ICML …, 2010
712010
Preference-based policy iteration: Leveraging preference learning for reinforcement learning
W Cheng, J Fürnkranz, E Hüllermeier, SH Park
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
702011
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