Conference Intelligent workstation agents and unstructured workstation data 2004 • Proceedings - IEEE/WIC/ACM International Conference on Web Intelligence, WI 2004 • 6 Mitchell TM
Conference Learning to classify email into "speech acts" 2004 • Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing, EMNLP 2004 - A meeting of SIGDAT, a Special Interest Group of the ACL held in conjunction with ACL 2004 • 309-316 Cohen WW, Carvalho VR, Mitchell TM
Journal Article Learning to decode cognitive states from brain images 2004 • Machine Learning • 57(1-2):145-175 Mitchell TM, Hutchinson R, Niculescu RS, Pereira F, Wang XR, Just M, Newman S
Chapter The Role of Unlabeled Data in Supervised Learning 2004 • Philosophical Studies Series • 103-111 Mitchell TM
Conference Training fMRI classifiers to discriminate cognitive states across multiple subjects 2004 • Advances in Neural Information Processing Systems • 16:709-716 Wang XR, Hutchinson R, Mitchell TM
Journal Article Al Matures and Flourishes in North America 2003 • IEEE Intelligent Systems • 18(4):87-cover3 Hamilton DM, Mitchell T, Hamilton CM
Conference Artificial intelligence and human brain imaging 2003 • Lecture Notes in Computer Science • 2671:7 Mitchell TM
Journal Article Classifying instantaneous cognitive states from FMRI data. 2003 • AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium • 465-469 Mitchell TM, Hutchinson R, Just MA, Niculescu RS, Pereira F, Wang X
Journal Article Improving Text Classification by Shrinkage 2002 Research J, Rosenfeld R, Mitchell T, Ng AY
Journal Article Author's response to reviews of Machine learning 2001 • Artificial Intelligence • 131(1-2):223-225 Mitchell T
Conference Distinguishing natural language processes on the basis of fMRI-measured brain activation 2001 • Lecture Notes in Computer Science • 2168:374-385 Pereira F, Just M, Mitchell T
Journal Article Learning to construct knowledge bases from the World Wide Web 2000 • Artificial Intelligence • 118(1-2):69-113 Craven M, Dipasquo D, Freitag D, McCallum A, Mitchell T, Nigam K, Slattery S
Conference Predicting cesarean delivery with decision tree models 2000 • American Journal of Obstetrics and Gynecology • 183(5):1198-1206 Sims CJ, Meyn L, Caruana R, Rao RB, Mitchell T, Krohn M
Journal Article Text classification from labeled and unlabeled documents using EM 2000 • Machine Learning • 39(2):103-134 Nigam K, Mccallum AK, Thrun S, Mitchell T
Journal Article Automated learning and discovery - State of the art and research topics in a rapidly growing field 1999 • AI Magazine • 20(3):78-82 Thrun S, Faloutsos C, Mitchell T, Wasserman L
Journal Article Machine Learning and Data Mining 1999 • Communications of the ACM • 42(11):30-36 Mitchell TM
Journal Article Machine learning and data mining 1999 • Communications of the ACM • 42(11):30-36 Mitchell TM
Conference Combining labeled and unlabeled data with co-training 1998 • Proceedings of the Annual ACM Conference on Computational Learning Theory • 92-100 Blum A, Mitchell T
Conference Learning to classify text from labeled and unlabeled documents 1998 • Proceedings of the National Conference on Artificial Intelligence • 792-799 Nigam K, McCallum A, Thrun S, Mitchell T
Conference Learning to extract symbolic knowledge from the World Wide Web 1998 • Proceedings of the National Conference on Artificial Intelligence • 509-516 Craven M, DiPasquo D, Freitag D, McCallum A, Mitchell T, Nigam K, Slattery S
Journal Article Using EM to Classify Text from Labeled and Unlabeled Documents 1998 Nigam K, McCallum A, Thrun S, Mitchell T
Journal Article An evaluation of machine-learning methods for predicting pneumonia mortality 1997 • Artificial Intelligence in Medicine • 9(2):107-138 Cooper GF, Aliferis CF, Ambrosino R, Aronis J, Buchanan BG, Caruana R, Fine MJ, Glymour C, Gordon G, Hanusa BH, Janosky JE, Meek C, Mitchell T, Richardson T, Spirtes P
Conference Machine learning meets natural language (Abstract) 1997 • Lecture Notes in Computer Science • 1323:1 Mitchell T
Chapter Machine learning meets natural language (Abstract) 1997 • Lecture Notes in Computer Science • 1323:391-391 Mitchell T
