Jason D. M. Rennie

Publications by Year

Research Areas

Text and Document Classification Technologies, Topic Modeling, Natural Language Processing Techniques, Algorithms and Data Compression, Spam and Phishing Detection

Most-Cited Works

• → Automating the Construction of Internet Portals with Machine Learning(2000)1,232 cited
• Maximum-Margin Matrix Factorization(2004)
• Tackling the poor assumptions of naive bayes text classifiers(2003)
• Using Reinforcement Learning to Spider the Web Efficiently(1999)
• A machine learning approach to building domain-specific search engines(1999)
• Building Domain-Specific Search Engines with Machine Learning Techniques(1999)
• Improving Multiclass Text Classification with the Support Vector Machine(2001)
• → TopCat: data mining for topic identification in a text corpus(2004)121 cited
• ifile: An Application of Machine Learning to E-Mail Filtering(2000)
• Improving multi-class text classification with Naive Bayes(2001)