Employing EM in Pool-Based Active Learning for Text Classification (1998)

by Andrew Mccallum , Kamal Nigam
Citations:198 - 8 self

Active Bibliography

41 Using Unlabeled Data to Improve Text Classification – Kamal Paul Nigam - 2001
633 Text Classification from Labeled and Unlabeled Documents using EM – Kamal Nigam, Andrew Kachites Mccallum, Sebastian Thrun, Tom Mitchell - 1999
5 Using EM to Classify Text from Labeled and Unlabeled Documents – Kamal Nigam , Andrew McCallum, Sebastian Thrun, Tom Mitchell - 1998
140 Learning to Classify Text from Labeled and Unlabeled Documents – Kamal Nigam, Andrew Mccallum, Tom Mitchell - 1998
33 Active Learning with Multiple Views – Ion Alexandru Muslea - 2002
1 Pool-Based Active Learning for Text Classification – Kamal Nigam
620 A comparison of event models for Naive Bayes text classification – Andrew McCallum, Kamal Nigam - 1998
203 Improving Text Classification by Shrinkage in a Hierarchy of Classes – Andrew Mccallum, Ronald Rosenfeld, Tom Mitchell, Andrew Ng - 1998
Mining Text Data – Charu C. Aggarwal, Chengxiang Zhai (eds.)
Text Categorization with a Small Number of . . . – Kang Hyuk Lee - 2003
16 Machine Learning in Automated Text Categorisation – Fabrizio Sebastiani - 1999
839 Machine Learning in Automated Text Categorization – Fabrizio Sebastiani, Consiglio Nazionale Delle Ricerche - 2002
186 Learning to Construct Knowledge Bases from the World Wide Web – Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom Mitchell, Kamal Nigam, Sean Slattery - 2000
9 Discretization for naive-Bayes learning: managing discretization bias and variance – Ying Yang, Geoffrey I. Webb - 2003
197 Distributional Clustering of Words for Text Classification – L. Douglas Baker, Andrew Kachites Mccallum - 1998
5 Toward optimal active learning through monte carlo estimation of error reduction – Nicholas Roy, Andrew Mccallum - 2001
183 Toward Optimal Active Learning through Sampling Estimation of Error Reduction – Nicholas Roy, Andrew Mccallum - 2001
Oriya Language Text Mining Using C5.0 Algorithm – Sohag Sundar N, Soumya Mishra, Sanghamitra Mohanty
5 Curious Machines: Active Learning with Structured Instances – Burr Settles - 2008