Tom M. Mitchell

	2010
80		Andrew Carlson, Justin Betteridge, Richard C. Wang, Estevam R. Hruschka Jr., Tom M. Mitchell: Coupled semi-supervised learning for information extraction. WSDM 2010: 101-110
	2009
79		Tom M. Mitchell, Justin Betteridge, Andrew Carlson, Estevam Hruschka, Richard C. Wang: Populating the Semantic Web by Macro-reading Internet Text. International Semantic Web Conference 2009: 998-1002
	2008
78		Tom M. Mitchell: Computational Models of Neural Representations in the Human Brain. ALT 2008: 5-6
77		Tom M. Mitchell: Computational Models of Neural Representations in the Human Brain. Discovery Science 2008: 26-27
	2007
76		Tom M. Mitchell: Learning, Information Extraction and the Web. ECML/PKDD 2007: 1
75		Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. IJCAI 2007: 155-160
74		Lillian Y. Chang, Nancy S. Pollard, Tom M. Mitchell, Eric P. Xing: Feature selection for grasp recognition from optical markers. IROS 2007: 2944-2950
73		Mark Palatucci, Tom M. Mitchell: Classification in Very High Dimensional Problems with Handfuls of Examples. PKDD 2007: 212-223
	2006
72		Tom M. Mitchell, Sophie H. Wang, Yifen Huang, Adam Cheyer: Extracting Knowledge about Users' Activities from Raw Workstation Contents. AAAI 2006
71		Rebecca Hutchinson, Tom M. Mitchell, Indrayana Rustandi: Hidden process models. ICML 2006: 433-440
70		Yifen Huang, Tom M. Mitchell: Text clustering with extended user feedback. SIGIR 2006: 413-420
69		Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: Bayesian Network Learning with Parameter Constraints. Journal of Machine Learning Research 7: 1357-1383 (2006)
	2005
68		Qiong Chen, Tom M. Mitchell: Learning Topic-Based Mixture Models for Factored Classification. CIMCA/IAWTIC 2005: 1114-1120
67		Qiong Chen, Tom M. Mitchell: Learning Topic-Based Mixture Models for Factored Classification. CIMCA/IAWTIC 2005: 25-31
66		Tom M. Mitchell: Machine Learning for Analyzing Human Brain Function. PAKDD 2005: 1
65		Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. SDM 2005
64		Tom M. Mitchell, Hector J. Levesque: The 2005 AAAI Classic Paper Awards. AI Magazine 26(4): 98-99 (2005)
63		Gregory F. Cooper, Vijoy Abraham, Constantin F. Aliferis, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Janine E. Janosky, Gary Livingston, Tom M. Mitchell: Predicting dire outcomes of patients with community acquired pneumonia. Journal of Biomedical Informatics 38(5): 347-366 (2005)
	2004
62		Yifen Huang, Dinesh Govindaraju, Tom M. Mitchell, Vitor Rocha de Carvalho, William W. Cohen: Inferring Ongoing Activities of Workstation Users by Clustering Email. CEAS 2004
61		Tom M. Mitchell: Intelligent Workstation Agents and Unstructured Workstation Data. IAT 2004: 6
60		Daniel B. Neill, Andrew W. Moore, Francisco Pereira, Tom M. Mitchell: Detecting Significant Multidimensional Spatial Clusters. NIPS 2004
59		Tom M. Mitchell: Intelligent Workstation Agents and Unstructured Workstation Data. Web Intelligence 2004: 6
58		Tom M. Mitchell, Rebecca Hutchinson, Radu Stefan Niculescu, Francisco Pereira, Xuerui Wang, Marcel Just, Sharlene Newman: Learning to Decode Cognitive States from Brain Images. Machine Learning 57(1-2): 145-175 (2004)
	2003
57		Tom M. Mitchell: Artificial Intelligence and Human Brain Imaging. Canadian Conference on AI 2003: 7
56		Xuerui Wang, Rebecca Hutchinson, Tom M. Mitchell: Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects. NIPS 2003
55		Peter E. Hart, Nils J. Nilsson, Ray Perrault, Tom M. Mitchell, Casimir A. Kulikowski: In Memoriam: Charles Rosen, Norman Nielsen, and Saul Amarel. AI Magazine 24(1): 6-12 (2003)
54		David Mike Hamilton, Tom M. Mitchell, Carol McKenna Hamilton: AI Matures and Flourishes in North America. IEEE Intelligent Systems 18(4): 87- (2003)
	2001
53		Tom M. Mitchell: Extracting targeted data from the web. KDD 2001: 3
52		Francisco Pereira, Marcel Just, Tom M. Mitchell: Distinguishing Natural Language Processes on the Basis of fMRI-Measured Brain Activation. PKDD 2001: 374-385
51		Yves Lespérance, Gerd Wagner, William P. Birmingham, Kurt D. Bollacker, Alexander Nareyek, J. Paul Walser, David W. Aha, Timothy W. Finin, Benjamin N. Grosof, Nathalie Japkowicz, Robert Holte, Lise Getoor, Carla P. Gomes, Holger H. Hoos, Alan C. Schultz, Miroslav Kubat, Tom M. Mitchell, Jörg Denzinger, Yolanda Gil, Karen L. Myers, Claudio Bettini, Angelo Montanari: AAAI 2000 Workshop Reports. AI Magazine 22(1): 127-136 (2001)
50		Tom M. Mitchell: Author's response to reviews of Machine Learning. Artif. Intell. 131(1-2): 223-225 (2001)
	2000
49		Seán Slattery, Tom M. Mitchell: Discovering Test Set Regularities in Relational Domains. ICML 2000: 895-902
48		Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery: Learning to construct knowledge bases from the World Wide Web. Artif. Intell. 118(1-2): 69-113 (2000)
47		Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell: Text Classification from Labeled and Unlabeled Documents using EM. Machine Learning 39(2/3): 103-134 (2000)
	1999
46		Sebastian Thrun, Christos Faloutsos, Tom M. Mitchell, Larry A. Wasserman: Automated Learning and Discovery Stat-Of-The-Art and Research Topics in a Rapidly Growing Field. AI Magazine 20(3): 78-82 (1999)
45		Tom M. Mitchell: Machine Learning and Data Mining. Commun. ACM 42(11): 30-36 (1999)
	1998
44		Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, Seán Slattery: Learning to Extract Symbolic Knowledge from the World Wide Web. AAAI/IAAI 1998: 509-516
43		Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom M. Mitchell: Learning to Classify Text from Labeled and Unlabeled Documents. AAAI/IAAI 1998: 792-799
42		Avrim Blum, Tom M. Mitchell: Combining Labeled and Unlabeled Sata with Co-Training. COLT 1998: 92-100
41		Andrew McCallum, Ronald Rosenfeld, Tom M. Mitchell, Andrew Y. Ng: Improving Text Classification by Shrinkage in a Hierarchy of Classes. ICML 1998: 359-367
	1997
40		Tom M. Mitchell: Machine Learning Meets Natural Language. EPIA 1997: 391
39		Thorsten Joachims, Dayne Freitag, Tom M. Mitchell: Web Watcher: A Tour Guide for the World Wide Web. IJCAI (1) 1997: 770-777
38		Tom M. Mitchell: Does Machine Learning Really Work? AI Magazine 18(3): 11-20 (1997)
37		Gregory F. Cooper, Constantin F. Aliferis, R. Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, G. Gordon, B. H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas Richardson, Peter Spirtes: An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine 9(2): 107-138 (1997)
	1996
36		Bart Selman, Rodney A. Brooks, Thomas Dean, Eric Horvitz, Tom M. Mitchell, Nils J. Nilsson: Challenge Problems for Artificial Intelligence (Panel Statements). AAAI/IAAI, Vol. 2 1996: 1340-1345
	1995
35		Tom M. Mitchell: Machine Learning in the World Wide Web. ECML 1995: 32
34		Sebastian Thrun, Tom M. Mitchell: Learning One More Thing. IJCAI 1995: 1217-1225
33		Rich Caruana, Shumeet Baluja, Tom M. Mitchell: Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation. NIPS 1995: 959-965
32		Sebastian Thrun, Tom M. Mitchell: Lifelong robot learning. Robotics and Autonomous Systems 15(1-2): 25-46 (1995)
	1994
31		Tom M. Mitchell, Rich Caruana, Dayne Freitag, John P. McDermott, David Zabowski: Experience with a Learning Personal Assistant. Commun. ACM 37(7): 80-91 (1994)
	1993
30		Siegfried Bocionek, Tom M. Mitchell: Office Automation Systems that are "Programmed" by their Users. GI Jahrestagung 1993: 214-219
29		Tom M. Mitchell, Sebastian Thrun: Explanation Based Learning: A Comparison of Symbolic and Neural Network Approaches. ICML 1993: 197-204
28		Sebastian Thrun, Tom M. Mitchell: Integrating Inductive Neural Network Learning and Explanation-Based Learning. IJCAI 1993: 930-936
27		Sridhar Mahadevan, Tom M. Mitchell, Jack Mostow, Louis I. Steinberg, Prasad Tadepalli: An Apprentice-Based Approach to Knowledge Acquisition. Artif. Intell. 64(1): 1-52 (1993)
	1992
26		C. Lisa Dent, Jesus Boticario, John P. McDermott, Tom M. Mitchell, David Zabowski: A Personal Learning Apprentice. AAAI 1992: 96-103
25		Tom M. Mitchell, Sebastian Thrun: Explanation-Based Neural Network Learning for Robot Control. NIPS 1992: 287-294
	1991
24		Tom M. Mitchell: Personal Learning Apprentices. ISMIS 1991: 35-37
23		Jeffrey C. Schlimmer, Tom M. Mitchell, John P. McDermott: Justification-Based Refinement of Expert Knowledge. Knowledge Discovery in Databases 1991: 397-410
22		Alan D. Christiansen, Matthew T. Mason, Tom M. Mitchell: Learning reliable manipulation strategies without initial physical models. Robotics and Autonomous Systems 8(1-2): 7-18 (1991)
21		Tom M. Mitchell: Plan-Then-Compile Architectures. SIGART Bulletin 2(4): 136-139 (1991)
	1990
20		Tom M. Mitchell: Becoming Increasingly Reactive. AAAI 1990: 1051-1058
	1989
19		Matthew T. Mason, Alan D. Christiansen, Tom M. Mitchell: Experiments in Robot Learning. ML 1989: 141-145
18		Jim Blythe, Tom M. Mitchell: On Becoming Reactive. ML 1989: 255-259
17		John Bares, Martial Hebert, Takeo Kanade, Eric Krotkov, Tom M. Mitchell, Reid G. Simmons, William Whittaker: Ambler: An Autonomous Rover for Planetary Exploration. IEEE Computer 22(6): 18-26 (1989)
	1986
16		Tom M. Mitchell, Richard M. Keller, Smadar T. Kedar-Cabelli: Explanation-Based Generalization: A Unifying View. Machine Learning 1(1): 47-80 (1986)
	1985
15		Tom M. Mitchell, Sridhar Mahadevan, Louis I. Steinberg: LEAP: A Learning Apprentice for VLSl Design. IJCAI 1985: 573-580
14		Reid G. Smith, Howard A. Winston, Tom M. Mitchell, Bruce G. Buchanan: Representation and Use of Explicit Justifications for Knowledge Base Refinements. IJCAI 1985: 673-680
13		Alexander Borgida, Tom M. Mitchell, Keith E. Williamson: Learning Improved Integrity Constraints and Schemes From Exceptions in Data and Knowledge Bases. On Knowledge Base Management Systems (Islamorada) 1985: 259-286
12		Tom M. Mitchell: Learning in Knowledge-Base Management Systems. On Knowledge Base Management Systems (Islamorada) 1985: 403-406
	1983
11		Tom M. Mitchell, Louis I. Steinberg, Smadar T. Kedar-Cabelli, Van E. Kelly, Jeffrey Shulman, Timothy Weinrich: An Intelligent Aid for Circuit Redesign. AAAI 1983: 274-278
10		Tom M. Mitchell: Learning and Problem Solving. IJCAI 1983: 1139-1151
9		Jaime G. Carbonell, Ryszard S. Michalski, Tom M. Mitchell: Machine Learning: A Historical and Methodological Analysis. AI Magazine 4(3): 69-79 (1983)
	1982
8		Paul E. Utgoff, Tom M. Mitchell: Acquisition of Appropriate Bias for Inductive Concept Learning. AAAI 1982: 414-417
7		Tom M. Mitchell: Artificial Intelligence Research at Rutgers. AI Magazine 3(2): 36-43 (1982)
6		Derek H. Sleeman, Pat Langley, Tom M. Mitchell: Learning from Solution Paths: An Approach to the Credit Assignment Problem. AI Magazine 3(2): 48-52 (1982)
5		Tom M. Mitchell: Generalization as Search. Artif. Intell. 18(2): 203-226 (1982)
	1981
4		Tom M. Mitchell, Paul E. Utgoff, Bernard Nudel, Ranan B. Banerji: Learning Problem-Solving Heuristics Through Practice. IJCAI 1981: 127-134
3		Tom M. Mitchell, Louis I. Steinberg, Reid G. Smith, Pat Schooley, Howard Jacobs, Van E. Kelly: Representations for Reasoning about Digital Circuits. IJCAI 1981: 343-344
	1977
2		Tom M. Mitchell: Version Spaces: A Candidate Elimination Approach to Rule Learning. IJCAI 1977: 305-310
1		Reid G. Smith, Tom M. Mitchell, R. A. Chestek, Bruce G. Buchanan: A Model for Learning Systems. IJCAI 1977: 338-343

Coauthor Index

1	Vijoy Abraham	[63]
2	David W. Aha	[51]
3	Constantin F. Aliferis	[37] [63]
4	R. Ambrosino	[37]
5	John M. Aronis	[37] [63]
6	Shumeet Baluja	[33]
7	Ranan B. Banerji	[4]
8	John Bares	[17]
9	Justin Betteridge	[79] [80]
10	Claudio Bettini	[51]
11	William P. Birmingham	[51]
12	Avrim Blum	[42]
13	Jim Blythe (James Blythe)	[18]
14	Siegfried Bocionek	[30]
15	Kurt D. Bollacker	[51]
16	Alexander Borgida	[13]
17	Jesus Boticario (Jesús González-Boticario)	[26]
18	Rodney A. Brooks	[36]
19	Bruce G. Buchanan	[1] [14] [37] [63]
20	Jaime G. Carbonell	[9]
21	Andrew Carlson	[79] [80]
22	Rich Caruana	[31] [33] [37] [63]
23	Vitor R. Carvalho (Vitor Rocha de Carvalho)	[62]
24	Lillian Y. Chang	[74]
25	Qiong Chen	[67] [68]
26	R. A. Chestek	[1]
27	Adam Cheyer	[72]
28	Alan D. Christiansen	[19] [22]
29	William W. Cohen	[62]
30	Gregory F. Cooper	[37] [63]
31	Mark Craven	[44] [48]
32	Thomas Dean	[36]
33	C. Lisa Dent	[26]
34	Jörg Denzinger	[51]
35	Dan DiPasquo	[44] [48]
36	Christos Faloutsos	[46]
37	Michael J. Fine	[37] [63]
38	Timothy W. Finin (Tim Finin)	[51]
39	Dayne Freitag	[31] [39] [44] [48]
40	Lise Getoor	[51]
41	Yolanda Gil	[51]
42	Clark Glymour	[37]
43	Carla P. Gomes	[51]
44	G. Gordon	[37]
45	Dinesh Govindaraju	[62]
46	Benjamin N. Grosof	[51]
47	Carol McKenna Hamilton	[54]
48	David Mike Hamilton	[54]
49	B. H. Hanusa	[37]
50	Peter E. Hart	[55]
51	Martial Hebert	[17]
52	Robert C. Holte (Robert Holte)	[51]
53	Holger H. Hoos (Holger Hoos)	[51]
54	Eric Horvitz	[36]
55	Estevam Hruschka	[79]
56	Estevam R. Hruschka Jr.	[80]
57	Yifen Huang	[62] [70] [72]
58	Rebecca Hutchinson	[56] [58] [71]
59	Howard Jacobs	[3]
60	Janine E. Janosky	[37] [63]
61	Nathalie Japkowicz	[51]
62	Thorsten Joachims	[39]
63	Marcel Just	[52] [58]
64	Takeo Kanade	[17]
65	Smadar T. Kedar-Cabelli	[11] [16]
66	Richard M. Keller	[16]
67	Van E. Kelly	[3] [11]
68	Eric Krotkov	[17]
69	Miroslav Kubat	[51]
70	Casimir A. Kulikowski	[55]
71	Pat Langley	[6]
72	Yves Lespérance	[51]
73	Hector J. Levesque	[64]
74	Gary Livingston	[63]
75	Sridhar Mahadevan	[15] [27]
76	Matthew T. Mason	[19] [22]
77	Andrew McCallum	[41] [43] [44] [47] [48]
78	John P. McDermott	[23] [26] [31]
79	Christopher Meek	[37]
80	Ryszard S. Michalski	[9]
81	Angelo Montanari	[51]
82	Andrew W. Moore	[60]
83	Jack Mostow	[27]
84	Karen L. Myers	[51]
85	Alexander Nareyek	[51]
86	Daniel B. Neill	[60]
87	Sharlene Newman	[58]
88	Andrew Y. Ng	[41]
89	Radu Stefan Niculescu	[58] [65] [69] [75]
90	Kamal Nigam	[43] [44] [47] [48]
91	Nils J. Nilsson	[36] [55]
92	Bernard Nudel	[4]
93	Mark Palatucci	[73]
94	Francisco Pereira	[52] [58] [60]
95	Ray Perrault	[55]
96	Nancy S. Pollard	[74]
97	R. Bharat Rao	[65] [69] [75]
98	Thomas Richardson	[37]
99	Ronald Rosenfeld (Roni Rosenfeld)	[41]
100	Indrayana Rustandi	[71]
101	Jeffrey C. Schlimmer	[23]
102	Pat Schooley	[3]
103	Alan C. Schultz	[51]
104	Bart Selman	[36]
105	Jeffrey Shulman	[11]
106	Reid G. Simmons	[17]
107	Seán Slattery	[44] [48] [49]
108	Derek H. Sleeman	[6]
109	Reid G. Smith	[1] [3] [14]
110	Peter Spirtes	[37]
111	Louis I. Steinberg	[3] [11] [15] [27]
112	Prasad Tadepalli	[27]
113	Sebastian Thrun	[25] [28] [29] [32] [34] [43] [46] [47]
114	Paul E. Utgoff	[4] [8]
115	Gerd Wagner	[51]
116	J. Paul Walser	[51]
117	Richard C. Wang	[79] [80]
118	Sophie H. Wang	[72]
119	Xuerui Wang	[56] [58]
120	Larry A. Wasserman	[46]
121	Timothy Weinrich	[11]
122	William Whittaker (Red Whittaker)	[17]
123	Keith E. Williamson	[13]
124	Howard A. Winston	[14]
125	Eric P. Xing	[74]
126	David Zabowski	[26] [31]

Colors in the list of coauthors