Journal Article Modeling the fMRI signal via Hierarchical Clustered Hidden Process Models. 2007 • AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium • 558-562 Niculescu RS, Mitchell TM, Rao RB
Journal Article Bayesian network learning with parameter constraints 2006 • Journal of machine learning research • 7:1357-1383 Niculescu RS, Mitchell TM, Rao RB
Journal Article Exploring predictive and reproducible Modeling with the single-subject FIAC dataset 2006 • Human Brain Mapping • 27(5):452-461 Chen X, Pereira F, Lee W, Strother S, MitcheI T
Conference Extracting knowledge about users' activities from raw workstation contents 2006 • Proceedings of the National Conference on Artificial Intelligence • 1:181-186 Mitchell TM, Wang SH, Huang Y, Cheyer A
Conference Hidden process models 2006 • ACM International Conference Proceeding Series • 148:433-440 Hutchinson RA, Mitchell TM, Rustandi I
Conference Hidden process models 2006 • ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning • 2006:433-440 Hutchinson RA, Mitchell TM, Rustandi I
Conference Learning topic-based mixture models for factored classification 2006 • INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS • 25-+ Chen Q, Mitchell TM
Conference Learning topic-based mixture models for factored classification 2006 • INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS • 1114-+ Chen Q, Mitchell TM
Conference Text clustering with extended user feedback 2006 • Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval • 2006:413-420 Huang Y, Mitchell TM
Conference Detecting significant multidimensional spatial clusters 2005 • Advances in Neural Information Processing Systems Neill DB, Moore AW, Pereira F, Mitchell T
Conference Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models 2005 • PROCEEDINGS OF THE FIFTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING • 310-321 Niculescu RS, Mitchell TM, Rao RB
Conference Machine learning for analyzing human brain function 2005 • Lecture Notes in Computer Science • 3518 LNAI:1 Mitchell T
Journal Article Predicting dire outcomes of patients with community acquired pneumonia 2005 • Journal of Biomedical Informatics • 38(5):347-366 Cooper GF, Abraham V, Aliferis CF, Aronis JM, Buchanan BG, Caruana R, Fine MJ, Janosky JE, Livingston G, Mitchell T, Monti S, Spirtes P
Conference Intelligent workstation agents and unstructured workstation data 2004 • Proceedings - IEEE/WIC/ACM International Conference on Web Intelligence, WI 2004 • 6 Mitchell TM
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
