@inproceedings{ABe2005, author = {Alina Beygelzimer and Varsha Dani and Tom Hayes and John Langford and Bianca Zadrozny}, title = {Error-Limiting Reductions Between Classification Tasks}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, year = 2005, pages = {49--56} }
@inproceedings{ABe2009, author = {Alina Beygelzimer and John Langford and Pradeep Ravikumar}, title = {Error-Correcting Tournaments}, booktitle = {Proceedings of the Conference on Algorithmic Learning Theory (ALT)}, year = 2009, pages = {247--262} }
@article{AK2013, author = {Kumar, Abhishek and Vembu, Shankar and Menon, Aditya Krishna and Elkan, Charles}, title = {Beam search algorithms for multilabel learning}, journal = {Machine Learning}, year = {2013}, volume = {92}, number = {1}, pages = {65--89} }
@inproceedings{BZ2003, author = {Bianca Zadrozny and John Langford and Naoki Abe}, title = {Cost-Sensitive Learning by Cost-Proportionate Example Weighting}, booktitle = {Proceedings of the International Conference on Data Mining (ICDM)}, year = 2003, pages = {435--442} }
@inproceedings{CE2001, author = {Charles Elkan}, title = {The Foundations of Cost-Sensitive Learning}, booktitle = {Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI)}, year = 2001, pages = {973--978} }
@inproceedings{CH2018, author = {Cheng-Yu Hsieh and Yi-An Lin and Hsuan-Tien Lin}, title = {A Deep Model with Local Surrogate Loss for General Cost-sensitive Multi-label Learning}, booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)}, year = 2018, pages = {3239--3246} }
@inproceedings{CL2014, author = {Chun-Liang Li and Hsuan-Tien Lin}, title = {Condensed Filter Tree for Cost-Sensitive Multi-Label Classification}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, year = 2014, pages = {423--431} }
@article{FT2012, author = {Farbound Tai and Hsuan-Tien Lin}, title = {Multilabel Classification with Principal Label Space Transformation}, journal = {Neural Computation}, year = 2012, pages = {2508--2542}, volume = 24, number = 9 }
@inproceedings{GT2007, author = {Tsoumakas, Grigorios and Vlahavas, Ioannis}, title = {Random $k$-Labelsets: An Ensemble Method for Multilabel Classification}, booktitle = {Proceedings of the 2007 European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, year = {2007}, pages = {406--417} }
@inproceedings{HC2018, author = {Hsien-Chun Chiu and Hsuan-Tien Lin}, title = {Multi-label Classification with Feature-aware Cost-sensitive Label Embedding}, booktitle = {Proceedings of the Conference on Technologies and Applications for Artificial Intelligence (TAAI)}, pages = {40--45}, year = 2018 }
@inproceedings{HLi2014, author = {Hsuan-Tien Lin}, title = {Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification}, booktitle = {Proceedings of the Asian Conference on Machine Learning (ACML)}, year = 2014, pages = {371--386} }
@article{HLo2011, author = {Hung-Yi Lo and Ju-Chiang Wang and Hsin-Min Wang and Shou-De Lin}, title = {Cost-sensitive Multi-label Learning for Audio Tag Annotation and Retrieval}, journal = {IEEE Transactions on Multimedia}, year = 2011, volume = 18, number = 3, pages = {518--529} }
@article{HLo2014, author = {Hung-Yi Lo and Shou-De Lin and Hsin-Min Wang}, title = {Generalized $k$-Labelsets Ensemble for Multi-Label and Cost-Sensitive Classification}, journal = {IEEE Transactions on Knowledge and Data Engineering}, year = 2014, volume = 26, number = 7, pages = {1679--1691} }
@inproceedings{HT2010, author = {Han-Hsing Tu and Hsuan-Tien Lin}, title = {One-sided Support Vector Regression for Multiclass Cost-sensitive Classification}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, year = 2010, pages = {1095--1102} }
@inproceedings{JLa2005, author = {John Langford and Alina Beygelzimer}, title = {Sensitive Error Correcting Output Codes}, booktitle = {Proceedings of the International Conference on Computational Learning Theory (COLT)}, year = 2005, pages = {158--172} }
@inproceedings{JR2009, author = {Read, Jesse and Pfahringer, Bernhard and Holmes, Geoff and Frank, Eibe}, title = {Classifier Chains for Multi-label Classification}, booktitle = {Proceedings of the 2009 European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}, year = {2009}, pages = {254--269} }
@inproceedings{KD2010, title = {Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains}, author = {Dembczy\'{n}ski, Krzysztof and Cheng, Weiwei and H\"{u}llermeier, Eyke}, booktitle = {Proceedings of the International Conference on International Conference on Machine Learning (ICML)}, year = 2010, pages = {279--286} }
@inproceedings{KD2011, title = {An Exact Algorithm for {F}-Measure Maximization}, author = {Krzysztof Dembczy\'{n}ski and Willem Waegeman and Weiwei Cheng and H\"{u}llermeier, Eyke}, booktitle = {Advances in Neural Information Processing Systems 24 (NeurIPS)}, pages = {1404--1412}, year = {2011} }
@article{KD2012, author = {Dembczy{\'{n}}ski, Krzysztof and Waegeman, Willem and Cheng, Weiwei and H{\"u}llermeier, Eyke}, title = {On label dependence and loss minimization in multi-label classification}, journal = {Machine Learning}, year = {2012}, volume = {88}, number = {1}, pages = {5--45} }
@article{KH2017, author = {Kuan-Hao Huang and Hsuan-Tien Lin}, title = {Cost-Sensitive Label Embedding for Multi-Label Classification}, journal = {Machine Learning}, pages = {1725--1746}, volume = 106, number = {9--10}, year = 2017 }
@inproceedings{NA2004, author = {Naoki Abe and Bianca Zadrozny and John Langford}, title = {An Iterative Method for Multi-class Cost-sensitive Learning}, booktitle = {Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)}, year = 2004, pages = {3--11} }
@inproceedings{PD1999, author = {Pedro Domingos}, title = {{MetaCost}: A General Method for Making Classifiers Cost-Sensitive}, booktitle = {Proceedings of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)}, year = {1999}, pages = {155--164} }
@article{SK2018, author = {Salman Khan and Munawar Hayat and Mohammed Bennamoun and Ferdous Sohel and Roberto Togneri}, title = {Cost-Sensitive Learning of Deep Feature Representations from Imbalanced Data}, journal = {{IEEE} Transactions on Neural Networks and Learning Systems}, year = 2018, volume = 29, number = 8, pages = {3573--3587} }
@inproceedings{TJ2011, author = {Te-Kang Jan and Hsuan-Tien Lin and Hsin-Pai Chen and Tsung-Chen Chern and Chung-Yueh Huang and Bing-Cheng Wen and Chia-Wen Chung and Yung-Jui Li and Ya-Ching Chuang and Li-Li Li and Yu-Jiun Chan and Juen-Kai Wang and Yuh-Lin Wang and Chi-Hung Lin and Da-Wei Wang}, title = {Cost-sensitive Classification on Pathogen Species of Bacterial Meningitis by {Surface Enhanced Raman Scattering}}, booktitle = {Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM)}, year = 2011, pages = {390--393} }
@inproceedings{TJ2012, author = {Te-Kang Jan and Da-Wei Wang and Chi-Hung Lin and Hsuan-Tien Lin}, title = {A Simple Methodology of Soft Cost-sensitive Classification}, booktitle = {Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)}, year = 2012, pages = {141--149} }
@inproceedings{YC2012, author = {Yao-Nan Chen and Hsuan-Tien Lin}, title = {Feature-aware Label Space Dimension Reduction for Multi-label Classification}, booktitle = {Advances in Neural Information Processing Systems: Proceedings of the 2012 Conference (NeurIPS)}, year = 2012, pages = {1529--1537} }
@inproceedings{YC2016a, author = {Yu-An Chung and Hsuan-Tien Lin and Shao-Wen Yang}, title = {Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning}, booktitle = {Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI)}, year = 2016, pages = {1411--1417} }
@techreport{YC2016b, author = {Yu-An Chung and Hsuan-Tien Lin}, title = {Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation}, institution = {National Taiwan University}, year = 2016, month = nov, arxiv = {http://arxiv.org/abs/1611.05134} }
@article{YW2017, author = {Yu-Ping Wu and Hsuan-Tien Lin}, title = {Progressive $k$-Labelsets for Cost-Sensitive Multi-Label Classification}, journal = {Machine Learning}, pages = {671--694}, volume = 106, number = 5, year = 2017 }
@inproceedings{YY2018, author = {Yao-Yuan Yang and Kuan-Hao Huang and Chih-Wei Chang and Hsuan-Tien Lin}, title = {Cost-Sensitive Reference Pair Encoding for Multi-Label Learning}, booktitle = {Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)}, year = 2018, pages = {143--155} }
@inproceedings{ZL2014, title = {Multi-label Classification via Feature-aware Implicit Label Space Encoding}, author = {Zijia Lin and Guiguang Ding and Mingqing Hu and Jianmin Wang}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, pages = {325--333}, year = {2014} }
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