Tom M. Mitchell

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Machine Learning and Algorithms, AI-based Problem Solving and Planning, Semantic Web and Ontologies

Most-Cited Works

• → Machine learning: Trends, perspectives, and prospects(2015)9,245 cited
• → Combining labeled and unlabeled data with co-training(1998)5,569 cited
• → Text Classification from Labeled and Unlabeled Documents using EM(2000)2,735 cited
• → Toward an Architecture for Never-Ending Language Learning(2010)1,974 cited
• → Global Analysis of Protein Activities Using Proteome Chips(2001)1,883 cited
• → Machine learning classifiers and fMRI: A tutorial overview(2008)1,659 cited
• → Generalization as search(1982)1,440 cited