Multi-label text classification with a mixture model trained by EM (1999)


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by Andrew Kachites McCallum
Venue: AAAI 99 Workshop on Text Learning
Citations:129 - 3 self

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1 Multi-Label, Multiclass Document Classification with a Mixture Model Trained by EM – Andrew Kachites Mccallum
170 Automating the Construction of Internet Portals with Machine Learning – Andrew Kachites Mccallum, Kamal Nigam, Jason Rennie, Kristie Seymore - 2000
36 Text Classification by Bootstrapping with Keywords, EM and Shrinkage – Andrew Mccallum - 1999
76 A Machine Learning Approach to Building Domain-Specific Search Engines – Andrew Mccallum, Kamal Nigam, Jason Rennie, Kristie Seymore - 1999
49 Using Unlabeled Data to Improve Text Classification – Kamal Paul Nigam - 2001
Building Maximum Entropy . . . – Zhang Xinhua
235 Improving Text Classification by Shrinkage in a Hierarchy of Classes – Andrew Mccallum, Ronald Rosenfeld, Tom Mitchell, Andrew Ng - 1998
39 Bootstrapping for Text Learning Tasks – Rosie Jones, Andrew McCallum, Kamal Nigam, Ellen Riloff - 1999
2 Text Categorization Using Adaptive Context Trees – Jean-Philippe Vert - 2001
6 Latent Friend Mining from Blog Data – Dou Shen, Jian-tao Sun, Qiang Yang, Zheng Chen
261 Using Maximum Entropy for Text Classification – Kamal Nigam, John Lafferty, Andrew Mccallum - 1999
8 Classifying web documents in a hierarchy of categories: a comprehensive study – Michelangelo Ceci, Donato Malerba - 2007
The Organisation and Retrieval of Document Collections: A Machine Learning Approach – Alexei Vinokourov - 2003
4 Semi-supervised Text Classification Using Partitioned EM – Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu - 2004
803 Text Classification from Labeled and Unlabeled Documents using EM – Kamal Nigam, Andrew Kachites Mccallum, Sebastian Thrun, Tom Mitchell - 1999
Inter-class relationships in text classification – Shantanu Godbole - 2006
4 Mining Text Data – Charu C. Aggarwal, Chengxiang Zhai (eds.)
2 Topic Learning in Text and Conversational Speech – Constantinos Boulis, Constantinos Boulis, Mari Ostendorf, Mari Ostendorf, Eve A. Riskin, Joshua Goodman, Constantinos Boulis - 2005