Building text classifiers using positive and unlabeled examples (2003)

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by Bing Liu , Yang Dai , Xiaoli Li , Wee Sun Lee , Philip S. Yu
Venue:In: Intl. Conf. on Data Mining
Citations:46 - 8 self

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42 Learning to classify text using positive and unlabeled data – Xiaoli Li, Bing Liu - 2003
5 Learning from positive and unlabeled examples with different data distributions – Xiao-li Li, Bing Liu - 2005
31 Text classification by labeling words – Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu - 2004
268 Semi-Supervised Learning Literature Survey – Xiaojin Zhu - 2006
1 Negative Training Data can be Harmful to Text Classification – Xiao-li Li, Bing Liu, See-kiong Ng
5 A Simple Probabilistic Approach to Learning from Positive and Unlabeled Examples – Dell Zhang - 2005
1 Learning to Classify Documents with Only a Small Positive Training Set – Xiao-li Li, Bing Liu, See-kiong Ng
Text Categorization with a Small Number of . . . – Kang Hyuk Lee - 2003
4 Positive Unlabeled Learning for Data Stream Classification – Xiao-li Li, Philip S. Yu, Bing Liu, See-kiong Ng - 2009
33 Active Learning with Multiple Views – Ion Alexandru Muslea - 2002
41 Using Unlabeled Data to Improve Text Classification – Kamal Paul Nigam - 2001
2 Robust Statistical Techniques for the Categorization of Images Using Associated Text – Carl Sable, Carl Sable - 2003
3 Asymmetric Missing-Data Problems: Overcoming the Lack of Negative Data in Preference Ranking – Aleksander Kołcz, Joshua Alspector - 2002
3 Semi-supervised Text Classification Using Partitioned EM – Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu - 2004
134 Learning with Labeled and Unlabeled Data – Matthias Seeger - 2001
Building Classifiers With Unrepresentative Training Instances: – Experiences From The, Anuradha Bhamidipaty, Anand Janakiraman, Sunita Sarawagi, Iisc Bangalore India
3 Classifying Documents without Labels – Daniel Barbara, Carlotta Domeniconi, Ning Kang - 2003
Inter-class relationships in text classification – Shantanu Godbole - 2006
12 Text Classification Using ESC-based Stochastic Decision Lists – Hang Li, Kenji Yamanishi - 2002