Multi-labelled classification using maximum entropy method

作者: Shenghuo Zhu , Xiang Ji , Wei Xu , Yihong Gong

DOI: 10.1145/1076034.1076082

关键词:

摘要: … , we propose the multi-labelled maximum entropy approach to model the … the benefit of using multi-labelled maximum entropy method, we evaluate the method against other methods …

参考文章(18)
Shantanu Godbole, Sunita Sarawagi, Discriminative Methods for Multi-labeled Classification Advances in Knowledge Discovery and Data Mining. pp. 22- 30 ,(2004) , 10.1007/978-3-540-24775-3_5
John Lafferty, Kamal Nigam, Andrew McCallum, Using Maximum Entropy for Text Classification ,(1999)
Tong Zhang, Frank J. Oles, Text Categorization Based on Regularized Linear Classification Methods Information Retrieval. ,vol. 4, pp. 5- 31 ,(2001) , 10.1023/A:1011441423217
Stanley F Chen, Ronald Rosenfeld, A Gaussian Prior for Smoothing Maximum Entropy Models Defense Technical Information Center. ,(1999) , 10.21236/ADA360974
Amanda Clare, Ross D. King, Knowledge Discovery in Multi-label Phenotype Data european conference on principles of data mining and knowledge discovery. pp. 42- 53 ,(2001) , 10.1007/3-540-44794-6_4
Frank Wilcoxon, Individual Comparisons by Ranking Methods Springer Series in Statistics. ,vol. 1, pp. 196- 202 ,(1992) , 10.1007/978-1-4612-4380-9_16
Koby Crammer, Yoram Singer, A new family of online algorithms for category ranking Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02. ,vol. 3, pp. 151- 158 ,(2002) , 10.1145/564376.564404
Yiming Yang, Xin Liu, A re-examination of text categorization methods international acm sigir conference on research and development in information retrieval. pp. 42- 49 ,(1999) , 10.1145/312624.312647
Lijuan Cai, Thomas Hofmann, Hierarchical document categorization with support vector machines conference on information and knowledge management. pp. 78- 87 ,(2004) , 10.1145/1031171.1031186
E. T. Jaynes, Information Theory and Statistical Mechanics Physical Review. ,vol. 106, pp. 620- 630 ,(1957) , 10.1103/PHYSREV.106.620