dblp.uni-trier.dewww.uni-trier.de

Tom M. Mitchell Vis

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeerX - CSB - MetaPress - Google - Bing - Yahoo

*2008
78EETom M. Mitchell: Computational Models of Neural Representations in the Human Brain. ALT 2008: 5-6
77EETom M. Mitchell: Computational Models of Neural Representations in the Human Brain. Discovery Science 2008: 26-27
2007
76EETom M. Mitchell: Learning, Information Extraction and the Web. ECML/PKDD 2007: 1
75EERadu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao: A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. IJCAI 2007: 155-160
74EELillian Y. Chang, Nancy S. Pollard, Tom M. Mitchell, Eric P. Xing: Feature selection for grasp recognition from optical markers. IROS 2007: 2944-2950
73EEMark 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
71EERebecca Hutchinson, Tom M. Mitchell, Indrayana Rustandi: Hidden process models. ICML 2006: 433-440
70EEYifen Huang, Tom M. Mitchell: Text clustering with extended user feedback. SIGIR 2006: 413-420
69EERadu 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
66EETom 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)
63EEGregory 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
62EEYifen Huang, Dinesh Govindaraju, Tom M. Mitchell, Vitor Rocha de Carvalho, William W. Cohen: Inferring Ongoing Activities of Workstation Users by Clustering Email. CEAS 2004
61EETom M. Mitchell: Intelligent Workstation Agents and Unstructured Workstation Data. IAT 2004: 6
60EEDaniel B. Neill, Andrew W. Moore, Francisco Pereira, Tom M. Mitchell: Detecting Significant Multidimensional Spatial Clusters. NIPS 2004
59EETom M. Mitchell: Intelligent Workstation Agents and Unstructured Workstation Data. Web Intelligence 2004: 6
58EETom 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
57EETom M. Mitchell: Artificial Intelligence and Human Brain Imaging. Canadian Conference on AI 2003: 7
56EEXuerui 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)
54EEDavid Mike Hamilton, Tom M. Mitchell, Carol McKenna Hamilton: AI Matures and Flourishes in North America. IEEE Intelligent Systems 18(4): 87- (2003)
2001
53EETom M. Mitchell: Extracting targeted data from the web. KDD 2001: 3
52EEFrancisco 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)
50EETom 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
48EEMark 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)
45EETom 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
42EEAvrim 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
35EETom 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
33EERich 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
32EESebastian 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
25EETom M. Mitchell, Sebastian Thrun: Explanation-Based Neural Network Learning for Robot Control. NIPS 1992: 287-294
1991
24EETom 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
22EEAlan 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

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

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)