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141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRebecca A. Hutchinson, Li-Ping Liu, Thomas G. Dietterich: Incorporating Boosted Regression Trees into Ecological Latent Variable Models. AAAI 2011
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEthan W. Dereszynski, Jesse Hostetler, Alan Fern, Thomas G. Dietterich, Thao-Trang Hoang, Mark Udarbe: Learning Probabilistic Behavior Models in Real-Time Strategy Games. AIIDE 2011
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShahed Sorower, Thomas G. Dietterich, Janardhan Rao Doppa, Walker Orr, Prasad Tadepalli, Xiaoli Fern: Inverting Grice's Maxims to Learn Rules from Natural Language Extractions. NIPS 2011: 1053-1061
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel R. Sheldon, Thomas G. Dietterich: Collective Graphical Models. NIPS 2011: 1161-1169
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXinlong Bao, Thomas G. Dietterich: FolderPredictor: Reducing the cost of reaching the right folder. ACM TIST 2(1): 8 (2011)
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNeville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich: Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning. AI Magazine 32(1): 35-50 (2011)
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLValentina Bayer Zubek, Thomas G. Dietterich: Integrating Learning from Examples into the Search for Diagnostic Policies CoRR abs/1109.2127: (2011)
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJanardhan Rao Doppa, Shahed Sorower, Mohammad NasrEsfahani, Walker Orr, Thomas G. Dietterich, Xiaoli Fern, Prasad Tadepalli, Jed Irvine: Learning Rules from Incomplete Examples via Implicit Mention Models. Journal of Machine Learning Research - Proceedings Track 20: 197-212 (2011)
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEthan W. Dereszynski, Thomas G. Dietterich: Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns. TOSN 8(1): 3 (2011)
2010
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich: Reinforcement Learning Via Practice and Critique Advice. AAAI 2010
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Jensen, Heather Lonsdale, Eleanor Wynn, Jill Cao, Michael Slater, Thomas G. Dietterich: The life and times of files and information: a study of desktop provenance. CHI 2010: 767-776
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNatalia Larios, B. Soran, Linda G. Shapiro, Gonzalo Martínez-Muñoz, J. Lin, Thomas G. Dietterich: Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification. ICPR 2010: 2624-2627
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Xinlong Bao, Victoria Keiser, Jianqiang Shen: Machine Learning Methods for High Level Cyber Situation Awareness. Cyber Situational Awareness 2010: 227-247
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaul Barford, Marc Dacier, Thomas G. Dietterich, Matt Fredrikson, Jonathon T. Giffin, Sushil Jajodia, Somesh Jha, Jason H. Li, Peng Liu, Peng Ning, Xinming Ou, D. Song, Laura Strater, Vipin Swarup, George P. Tadda, C. Wang, John Yen: Cyber SA: Situational Awareness for Cyber Defense. Cyber Situational Awareness 2010: 3-13
2009
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning and Ecosystem Informatics: Challenges and Opportunities. ACML 2009: 1-5
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGonzalo Martínez-Muñoz, Natalia Larios Delgado, Eric N. Mortensen, Wei Zhang, Asako Yamamuro, Robert Paasch, Nadia Payet, David A. Lytle, Linda G. Shapiro, Sinisa Todorovic, Andrew Moldenke, Thomas G. Dietterich: Dictionary-free categorization of very similar objects via stacked evidence trees. CVPR 2009: 549-556
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoqin Zhang, Sung Wook Yoon, Phillip DiBona, Darren Appling, Li Ding, Janardhan Rao Doppa, Derek T. Green, Jinhong Guo, Ugur Kuter, Geoffrey Levine, Reid MacTavish, Daniel McFarlane, James Michaelis, Hala Mostafa, Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Anton Rebguns, Bhavesh Shrestha, Zhexuan Song, Ethan Trewhitt, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor R. Lesser, Deborah L. McGuinness, Ashwin Ram, Diana F. Spears, Prasad Tadepalli, Elizabeth Whitaker, Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth R. Whitebread: An Ensemble Learning and Problem Solving Architecture for Airspace Management. IAAI 2009
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Zhang, Akshat Surve, Xiaoli Fern, Thomas G. Dietterich: Learning non-redundant codebooks for classifying complex objects. ICML 2009: 156
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning in Ecosystem Informatics and Sustainability. IJCAI 2009: 8-13
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Jed Irvine, Xinlong Bao, Michael Goodman, Stephen Kolibaba, Anh Tran, Fredric Carl, Brenton Kirschner, Simone Stumpf, Thomas G. Dietterich: Detecting and correcting user activity switches: algorithms and interfaces. IUI 2009: 117-126
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Erin Fitzhenry, Thomas G. Dietterich: Discovering frequent work procedures from resource connections. IUI 2009: 277-286
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Thomas G. Dietterich: A Family of Large Margin Linear Classifiers and Its Application in Dynamic Environments. SDM 2009: 164-172
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimone Stumpf, Vidya Rajaram, Lida Li, Weng-Keen Wong, Margaret M. Burnett, Thomas G. Dietterich, Erin Sullivan, Jonathan L. Herlocker: Interacting meaningfully with machine learning systems: Three experiments. Int. J. Hum.-Comput. Stud. 67(8): 639-662 (2009)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Thomas G. Dietterich: A family of large margin linear classifiers and its application in dynamic environments. Statistical Analysis and Data Mining 2(5-6): 328-345 (2009)
2008
117no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04. - 20.04.2007 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2008
116no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Xinlong Bao: Integrating Multiple Learning Components through Markov Logic. AAAI 2008: 622-627
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Wynkoop, Thomas G. Dietterich: Learning MDP Action Models Via Discrete Mixture Trees. ECML/PKDD (2) 2008: 597-612
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNeville Mehta, Soumya Ray, Prasad Tadepalli, Thomas G. Dietterich: Automatic discovery and transfer of MAXQ hierarchies. ICML 2008: 648-655
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Zhang, Thomas G. Dietterich: Learning visual dictionaries and decision lists for object recognition. ICPR 2008: 1-4
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Prasad Tadepalli, Thomas G. Dietterich, Alan Fern: Learning first-order probabilistic models with combining rules. Ann. Math. Artif. Intell. 54(1-3): 223-256 (2008)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNatalia Larios, Hongli Deng, Wei Zhang, Matt Sarpola, Jenny Yuen, Robert Paasch, Andrew Moldenke, David A. Lytle, Salvador Ruiz-Correa, Eric N. Mortensen, Linda G. Shapiro, Thomas G. Dietterich: Automated insect identification through concatenated histograms of local appearance features: feature vector generation and region detection for deformable objects. Mach. Vis. Appl. 19(2): 105-123 (2008)
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli: Structured machine learning: the next ten years. Machine Learning 73(1): 3-23 (2008)
2007
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning in Ecosystem Informatics. ALT 2007: 10-11
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHongli Deng, Wei Zhang, Eric N. Mortensen, Thomas G. Dietterich, Linda G. Shapiro: Principal Curvature-Based Region Detector for Object Recognition. CVPR 2007
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning in Ecosystem Informatics. Discovery Science 2007: 9-25
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Lida Li, Thomas G. Dietterich: Real-Time Detection of Task Switches of Desktop Users. IJCAI 2007: 2868-2873
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Thomas G. Dietterich: Active EM to reduce noise in activity recognition. IUI 2007: 132-140
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimone Stumpf, Vidya Rajaram, Lida Li, Margaret M. Burnett, Thomas G. Dietterich, Erin Sullivan, Russell Drummond, Jonathan L. Herlocker: Toward harnessing user feedback for machine learning. IUI 2007: 82-91
103no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimone Stumpf, Margaret M. Burnett, Thomas G. Dietterich: Improving Intelligent Assistants for Desktop Activities. Interaction Challenges for Intelligent Assistants 2007: 119-121
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Kristian Kersting, Stephen Muggleton: 07161 Abstracts Collection -- Probabilistic, Logical and Relational Learning - A Further Synthesis. Probabilistic, Logical and Relational Learning - A Further Synthesis 2007
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEthan W. Dereszynski, Thomas G. Dietterich: Probabilistic Models for Anomaly Detection in Remote Sensor Data Streams. UAI 2007: 75-82
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNatalia Larios, Hongli Deng, Wei Zhang, Matt Sarpola, Jenny Yuen, Robert Paasch, Andrew Moldenke, David A. Lytle, Ruiz Correa, Eric N. Mortensen, Linda G. Shapiro, Thomas G. Dietterich: Automated Insect Identification through Concatenated Histograms of Local Appearance Features. WACV 2007: 26
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman: AAAI-07 Workshop Reports. AI Magazine 28(4): 119-128 (2007)
2006
98no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: Probabilistic, Logical and Relational Learning - Towards a Synthesis, 30. January - 4. February 2005 Internationales Begegnungs- und Forschungszentrum für Informatik (IBFI), Schloss Dagstuhl, Germany 2006
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Zhang, Hongli Deng, Thomas G. Dietterich, Eric N. Mortensen: A Hierarchical Object Recognition System Based on Multi-scale Principal Curvature Regions. ICPR (1) 2006: 778-782
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXinlong Bao, Jonathan L. Herlocker, Thomas G. Dietterich: Fewer clicks and less frustration: reducing the cost of reaching the right folder. IUI 2006: 178-185
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianqiang Shen, Lida Li, Thomas G. Dietterich, Jonathan L. Herlocker: A hybrid learning system for recognizing user tasks from desktop activities and email messages. IUI 2006: 86-92
2005
94no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimone Stumpf, Xinlong Bao, Anton N. Dragunov, Thomas G. Dietterich, Jonathan L. Herlocker, Kevin Johnsrude, Lida Li, Jianqiang Shen: The TaskTracker System. AAAI 2005: 1712-1713
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern, Angelo C. Restificar: Learning first-order probabilistic models with combining rules. ICML 2005: 609-616
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnton N. Dragunov, Thomas G. Dietterich, Kevin Johnsrude, Matthew R. McLaughlin, Lida Li, Jonathan L. Herlocker: TaskTracer: a desktop environment to support multi-tasking knowledge workers. IUI 2005: 75-82
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: 05051 Abstracts Collection - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLuc De Raedt, Thomas G. Dietterich, Lise Getoor, Stephen Muggleton: 05051 Executive Summary - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric Altendorf, Angelo C. Restificar, Thomas G. Dietterich: Learning from Sparse Data by Exploiting Monotonicity Constraints. UAI 2005: 18-26
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLValentina Bayer Zubek, Thomas G. Dietterich: Integrating Learning from Examples into the Search for Diagnostic Policies. J. Artif. Intell. Res. (JAIR) 24: 263-303 (2005)
2004
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPengcheng Wu, Thomas G. Dietterich: Improving SVM accuracy by training on auxiliary data sources. ICML 2004
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Adam Ashenfelter, Yaroslav Bulatov: Training conditional random fields via gradient tree boosting. ICML 2004
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGiorgio Valentini, Thomas G. Dietterich: Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods. Journal of Machine Learning Research 5: 725-775 (2004)
2003
84no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGiorgio Valentini, Thomas G. Dietterich: Low Bias Bagged Support Vector Machines. ICML 2003: 752-759
83no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Wang, Thomas G. Dietterich: Model-based Policy Gradient Reinforcement Learning. ICML 2003: 776-783
2002
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDídac Busquets, Ramon López de Mántaras, Carles Sierra, Thomas G. Dietterich: A Multi-agent Architecture Integrating Learning and Fuzzy Techniques for Landmark-Based Robot Navigation. CCIA 2002: 269-281
81no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Dídac Busquets, Ramon López de Mántaras, Carles Sierra: Action Refinement in Reinforcement Learning by Probability Smoothing. ICML 2002: 107-114
80no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLValentina Bayer Zubek, Thomas G. Dietterich: Pruning Improves Heuristic Search for Cost-Sensitive Learning. ICML 2002: 19-26
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGiorgio Valentini, Thomas G. Dietterich: Bias-Variance Analysis and Ensembles of SVM. Multiple Classifier Systems 2002: 222-231
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning for Sequential Data: A Review. SSPR/SPR 2002: 15-30
2001
77no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTodd K. Leen, Thomas G. Dietterich, Volker Tresp: Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems (NIPS) 2000, Denver, CO, USA MIT Press 2001
76no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Suzanna Becker, Zoubin Ghahramani: Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3-8, 2001, Vancouver, British Columbia, Canada] MIT Press 2001
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Xin Wang: Support Vectors for Reinforcement Learning. ECML 2001: 600
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Xin Wang: Batch Value Function Approximation via Support Vectors. NIPS 2001: 1491-1498
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Wang, Thomas G. Dietterich: Stabilizing Value Function Approximation with the BFBP Algorithm. NIPS 2001: 1587-1594
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Xin Wang: Support Vectors for Reinforcement Learning. PKDD 2001: 492
2000
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: The Divide-and-Conquer Manifesto. ALT 2000: 13-26
70no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEric Chown, Thomas G. Dietterich: A Divide and Conquer Approach to Learning from Prior Knowledge. ICML 2000: 143-150
69no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragos D. Margineantu, Thomas G. Dietterich: Bootstrap Methods for the Cost-Sensitive Evaluation of Classifiers. ICML 2000: 583-590
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTony Fountain, Thomas G. Dietterich, Bill Sudyka: Mining IC test data to optimize VLSI testing. KDD 2000: 18-25
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Ensemble Methods in Machine Learning. Multiple Classifier Systems 2000: 1-15
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLValentina Bayer Zubek, Thomas G. Dietterich: A POMDP Approximation Algorithm That Anticipates the Need to Observe. PRICAI 2000: 521-532
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: An Overview of MAXQ Hierarchical Reinforcement Learning. SARA 2000: 26-44
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition. J. Artif. Intell. Res. (JAIR) 13: 227-303 (2000)
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization. Machine Learning 40(2): 139-157 (2000)
1999
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: State Abstraction in MAXQ Hierarchical Reinforcement Learning. NIPS 1999: 994-1000
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition CoRR cs.LG/9905014: (1999)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: State Abstraction in MAXQ Hierarchical Reinforcement Learning CoRR cs.LG/9905015: (1999)
1998
59no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: The MAXQ Method for Hierarchical Reinforcement Learning. ICML 1998: 118-126
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Approximate Statistical Test For Comparing Supervised Classification Learning Algorithms. Neural Computation 10(7): 1895-1923 (1998)
1997
57no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDragos D. Margineantu, Thomas G. Dietterich: Pruning Adaptive Boosting. ICML 1997: 211-218
56no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrasad Tadepalli, Thomas G. Dietterich: Hierarchical Explanation-Based Reinforcement Learning. ICML 1997: 358-366
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine-Learning Research. AI Magazine 18(4): 97-136 (1997)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Richard H. Lathrop, Tomás Lozano-Pérez: Solving the Multiple Instance Problem with Axis-Parallel Rectangles. Artif. Intell. 89(1-2): 31-71 (1997)
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Nicholas S. Flann: Explanation-Based Learning and Reinforcement Learning: A Unified View. Machine Learning 28(2-3): 169-210 (1997)
1996
52no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Michael J. Kearns, Yishay Mansour: Applying the Waek Learning Framework to Understand and Improve C4.5. ICML 1996: 96-104
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Machine Learning. ACM Comput. Surv. 28(4es): 3 (1996)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Editorial. Machine Learning 22(1-3): 5-6 (1996)
1995
49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Nicholas S. Flann: Explanation-Based Learning and Reinforcement Learning: A Unified View. ICML 1995: 176-184
48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEun Bae Kong, Thomas G. Dietterich: Error-Correcting Output Coding Corrects Bias and Variance. ICML 1995: 313-321
47no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Zhang, Thomas G. Dietterich: A Reinforcement Learning Approach to job-shop Scheduling. IJCAI 1995: 1114-1120
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Zhang, Thomas G. Dietterich: High-Performance Job-Shop Scheduling With A Time-Delay TD-lambda Network. NIPS 1995: 1024-1030
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Overfitting and Undercomputing in Machine Learning. ACM Comput. Surv. 27(3): 326-327 (1995)
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ghulum Bakiri: Solving Multiclass Learning Problems via Error-Correcting Output Codes CoRR cs.AI/9501101: (1995)
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ghulum Bakiri: Solving Multiclass Learning Problems via Error-Correcting Output Codes. J. Artif. Intell. Res. (JAIR) 2: 263-286 (1995)
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Hermann Hild, Ghulum Bakiri: A Comparison of ID3 and Backpropagation for English Text-to-Speech Mapping. Machine Learning 18(1): 51-80 (1995)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDietrich Wettschereck, Thomas G. Dietterich: An Experimental Comparison of the Nearest-Neighbor and Nearest-Hyperrectangle Algorithms. Machine Learning 19(1): 5-27 (1995)
1994
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHussein Almuallim, Thomas G. Dietterich: Learning Boolean Concepts in the Presence of Many Irrelevant Features. Artif. Intell. 69(1-2): 279-305 (1994)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAjay N. Jain, Thomas G. Dietterich, Richard H. Lathrop, David Chapman, Roger E. Critchlow Jr., Barr E. Bauer, Teresa A. Webster, Tomás Lozano-Pérez: Compass: A shape-based machine learning tool for drug design. Journal of Computer-Aided Molecular Design 8(6): 635-652 (1994)
38no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Editorial: New Editorial Board Members. Machine Learning 16(1-2): 5-6 (1994)
1993
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Dietrich Wettschereck, Christopher G. Atkeson, Andrew W. Moore: Memory-Based Methods for Regression and Classification. NIPS 1993: 1165-1166
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDietrich Wettschereck, Thomas G. Dietterich: Locally Adaptive Nearest Neighbor Algorithms. NIPS 1993: 184-191
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ajay N. Jain, Richard H. Lathrop, Tomás Lozano-Pérez: A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction. NIPS 1993: 216-223
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Editorial. Machine Learning 10: 5 (1993)
1992
33no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHussein Almuallim, Thomas G. Dietterich: On Learning More Concepts. ML 1992: 11-19
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Editorial. Machine Learning 8: 105 (1992)
1991
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHussein Almuallim, Thomas G. Dietterich: Learning with Many Irrelevant Features. AAAI 1991: 547-552
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ghulum Bakiri: Error-Correcting Output Codes: A General Method for Improving Multiclass Inductive Learning Programs. AAAI 1991: 572-577
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGiuseppe Cerbone, Thomas G. Dietterich: Knowledge Compilation to Speed Up Numerical Optimisation. AI*IA 1991: 208-217
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteve A. Chien, Bradley L. Whitehall, Thomas G. Dietterich, Richard J. Doyle, Brian Falkenhainer, James Garrett, Stephen C. Y. Lu: Machine Learning in Engineering Automation. ML 1991: 577-580
27no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGiuseppe Cerbone, Thomas G. Dietterich: Knowledge Compilation to Speed Up Numerical Optimization. ML 1991: 600-604
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDietrich Wettschereck, Thomas G. Dietterich: Improving the Performance of Radial Basis Function Networks by Learning Center Locations. NIPS 1991: 1133-1140
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAshok K. Goel, Tom Bylander, B. Chandrasekaran, Thomas G. Dietterich, Richard M. Keller, Chris Tong: Knowledge Compilation: A Symposium. IEEE Expert 6(2): 71-93 (1991)
1990
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHoward E. Shrobe, Thomas G. Dietterich, William R. Swartout: Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, July 29 - August 3, 1990, 2 Volumes. AAAI Press / The MIT Press 1990
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Hermann Hild, Ghulum Bakiri: A Comparative Study of ID3 and Backpropagation for English Text-to-Speech Mapping. ML 1990: 24-31
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Exploratory Research in Machine Learning. Machine Learning 5: 5-9 (1990)
1989
21no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRitchey A. Ruff, Thomas G. Dietterich: What Good Are Experiments?. ML 1989: 109-112
20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Limitations on Inductive Learning. ML 1989: 124-128
19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 3: 373-375 (1989)
18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 4: 107-109 (1989)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas S. Flann, Thomas G. Dietterich: A Study of Explanation-Based Methods for Inductive Learning. Machine Learning 4: 187-226 (1989)
1988
16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCaroline N. Koff, Nicholas S. Flann, Thomas G. Dietterich: An Efficient ATMS for Equivalence Relations. AAAI 1988: 182-187
15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 3: 247-249 (1988)
1987
14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas S. Flann, Thomas G. Dietterich, Dan R. Corpon: Forward Chaining Logic Programming with the ATMS. AAAI 1987: 24-29
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 2(1): 75-96 (1987)
12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 2(2): 191-192 (1987)
11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 2(3): 277-278 (1987)
10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 2(4): 397-398 (1987)
1986
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas S. Flann, Thomas G. Dietterich: Selecting Appropriate Representations for Learning from Examples. AAAI 1986: 460-466
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Nicholas S. Flann, David C. Wilkins: News and Notes. Machine Learning 1(2): 227-242 (1986)
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Learning at the Knowledge Level. Machine Learning 1(3): 287-316 (1986)
6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYves Kodratoff, Gheorghe Tecuci, Thomas G. Dietterich: News and Notes. Machine Learning 1(3): 355-358 (1986)
5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: News and Notes. Machine Learning 1(4): 453-454 (1986)
1985
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ryszard S. Michalski: Discovering Patterns in Sequences of Events. Artif. Intell. 25(2): 187-232 (1985)
1984
3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Learning About Systems That Contain State Variables. AAAI 1984: 96-100
1981
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Ryszard S. Michalski: Inductive Learning of Structural Descriptions: Evaluation Criteria and Comparative Review of Selected Methods. Artif. Intell. 16(3): 257-294 (1981)
1980
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich: Applying General Induction Methods to the Card Game Eleusis. AAAI 1980: 218-220

Coauthor Index

1Hussein Almuallim [31] [33] [40]
2Eric Altendorf [89] [93]
3Sarabjot S. Anand (Sarabjot Singh Anand, Sarab S. Anand) [99]
4Darren Appling [125]
5Adam Ashenfelter [86]
6Christopher G. Atkeson [37]
7Daniel Bahls [99]
8Ghulum Bakiri [23] [30] [42] [43] [44]
9Xinlong Bao [94] [96] [116] [122] [129] [137]
10Paul Barford [128]
11Barr E. Bauer [39]
12Suzanna Becker [76]
13Yaroslav Bulatov [86]
14Catherina Burghart [99]
15Margaret M. Burnett [103] [104] [119]
16Mark H. Burstein [99]
17Dídac Busquets [81] [82]
18Tom Bylander [25]
19Jill Cao [131]
20Fredric Carl [122]
21Giuseppe Cerbone [27] [29]
22B. Chandrasekaran (Balakrishnan Chandrasekaran) [25]
23David Chapman [39]
24Huajun Chen [99]
25Steve A. Chien [28]
26Eric Chown [70]
27John Collins [99]
28Daniel D. Corkill [125]
29Dan R. Corpon [14]
30Ruiz Correa [100]
31Roger E. Critchlow Jr. [39]
32Marc Dacier [128]
33Gerald DeJong [125]
34Hongli Deng [97] [100] [108] [111]
35Ethan W. Dereszynski [101] [133] [140]
36Phillip DiBona [125]
37Li Ding [125]
38Pedro Domingos [110]
39Janardhan Rao Doppa [125] [134] [139]
40Jon Doyle [99]
41Richard J. Doyle [28]
42Anton N. Dragunov [92] [94]
43Chris Drummond [99]
44Russell Drummond [104]
45William Elazmeh [99]
46Brian Falkenhainer [28]
47Alan Fern [93] [112] [132] [140]
48Xiaoli Z. Fern (Xiaoli Fern, Xiaoli Zhang Fern) [124] [134] [139]
49Erin Fitzhenry [121]
50Nicholas S. Flann [8] [9] [14] [16] [17] [49] [53]
51Tony Fountain [68]
52Matt Fredrikson (Matthew Fredrikson) [128]
53James Garrett [28]
54Christopher W. Geib [99]
55Lise Getoor [90] [91] [98] [102] [110] [117]
56Zoubin Ghahramani [76]
57Jonathon T. Giffin [128]
58Ashok K. Goel [25]
59Judy Goldsmith [99]
60Michael Goodman [122]
61Derek T. Green [125]
62Hans W. Guesgen (Hans Werner Guesgen) [99]
63Jinhong Guo [125]
64James A. Hendler (Jim Hendler) [99] [125]
65Jonathan L. Herlocker [92] [94] [95] [96] [104] [119]
66Hermann Hild [23] [42]
67Thao-Trang Hoang [140]
68Martin O. Hofmann [125]
69Jesse Hostetler [140]
70Rebecca A. Hutchinson [141]
71Jed Irvine [122] [134]
72Ajay N. Jain [35] [39]
73Sushil Jajodia [128]
74Dietmar Jannach [99]
75Nathalie Japkowicz [99]
76Carlos Jensen [131]
77Somesh Jha [128]
78Kevin Johnsrude [92] [94]
79Kshitij Judah [132]
80Ulrich Junker [99]
81Subbarao Kambhampati [125]
82Gal A. Kaminka [99]
83Michael Kearns (Michael J. Kearns, Michael S. Kearns) [52]
84Victoria Keiser [129]
85Richard M. Keller [25]
86Kristian Kersting [102] [117]
87Brenton Kirschner [122]
88Alfred Kobsa [99]
89Yves Kodratoff [6]
90Caroline N. Koff [16]
91Stephen Kolibaba [122]
92Eun Bae Kong [48]
93Ugur Kuter [125]
94Jérôme Lang [99]
95Natalia Larios (Natalia Larios Delgado) [100] [111] [126] [130]
96Richard H. Lathrop [35] [39] [54]
97David B. Leake [99]
98Todd K. Leen [77]
99Victor R. Lesser [125]
100Geoffrey Levine [125]
101Lundy Lewis [99]
102Jason H. Li [128]
103Lida Li [92] [94] [95] [104] [106] [119]
104Gérard Ligozat (Gerard Ligozat) [99]
105J. Lin [130]
106Li-Ping Liu [141]
107Peng Liu [128]
108Heather Lonsdale [131]
109Tomás Lozano-Pérez [35] [39] [54]
110Stephen C. Y. Lu [28]
111David A. Lytle [100] [111] [126]
112Reid MacTavish [125]
113Sofus A. Macskassy [99]
114Yishay Mansour [52]
115Ramon López de Mántaras [81] [82]
116Dragos D. Margineantu [57] [69]
117Gonzalo Martínez-Muñoz [126] [130]
118Drew V. McDermott [99]
119Daniel McFarlane [125]
120Deborah L. McGuinness [125]
121Matthew R. McLaughlin [92]
122Neville Mehta [114] [136]
123Ted Metzler [99]
124James Michaelis [125]
125Ryszard S. Michalski [2] [4]
126Bamshad Mobasher [99]
127Andrew Moldenke [100] [111] [126]
128Andrew W. Moore [37]
129Eric N. Mortensen [97] [100] [108] [111] [126]
130Hala Mostafa [125]
131Stephen Muggleton [90] [91] [98] [102] [110] [117]
132Ullas Nambiar (Ullas B. Nambiar) [99]
133Mohammad NasrEsfahani [134]
134Sriraam Natarajan [93] [112]
135Zaiqing Nie [99]
136Peng Ning [128]
137Barry O'Sullivan [99]
138Santiago Ontañón (Santi Ontañón Villar, Santi Ontañón) [125]
139Walker Orr [134] [139]
140Klas Orsvärn [99]
141Xinming Ou [128]
142Robert Paasch [100] [111] [126]
143Charles Parker [125]
144Nadia Payet [126]
145David V. Pynadath [99]
146Jainarayan Radhakrishnan [125]
147Luc De Raedt [90] [91] [98] [102] [117]
148Vidya Rajaram [104] [119]
149Ashwin Ram [125]
150Soumya Ray [114] [136]
151Anton Rebguns [125]
152Jochen Renz [99]
153Angelo C. Restificar [89] [93]
154Rita V. Rodríguez [99]
155Thomas Roth-Berghofer [99]
156Saikat Roy [132]
157Ritchey A. Ruff [21]
158Salvador Ruiz-Correa [111]
159Matt Sarpola [100] [111]
160Stefan Schulz [99]
161Linda G. Shapiro [100] [108] [111] [126] [130]
162Daniel R. Sheldon [138]
163Jianqiang Shen [94] [95] [105] [106] [118] [120] [121] [122] [129]
164Bhavesh Shrestha [125]
165Howard E. Shrobe [24]
166Carles Sierra [81] [82]
167Michael Slater [131]
168D. Song [128]
169Zhexuan Song [125]
170B. Soran [130]
171Shahed Sorower [134] [139]
172Diana F. Spears (Diana F. Gordon-Spears, Diana F. Gordon) [125]
173Laura Strater [128]
174Rudi Studer [99]
175Simone Stumpf [94] [103] [104] [119] [122]
176Bill Sudyka [68]
177Erin Sullivan [104] [119]
178Akshat Surve [124]
179William R. Swartout [24]
180Vipin Swarup [128]
181George P. Tadda [128]
182Prasad Tadepalli [56] [93] [110] [112] [114] [125] [134] [136] [139]
183Gheorghe Tecuci [6]
184Sinisa Todorovic [126]
185Chris Tong [25]
186Anh Tran [122]
187Volker Tresp [77]
188Ethan Trewhitt [125]
189Mark Udarbe [140]
190Giorgio Valentini [79] [84] [85]
191C. Wang [128]
192Yimin Wang [99]
193Xin Wang [72] [73] [74] [75] [83]
194Teresa A. Webster [39]
195Michael P. Wellman [99]
196Dietrich Wettschereck [26] [36] [37] [41]
197Elizabeth Whitaker [125]
198Kenneth R. Whitebread [125]
199Bradley L. Whitehall [28]
200David C. Wilkins [8]
201Weng-Keen Wong [119] [125]
202Pengcheng Wu [87]
203Michael Wynkoop [115]
204Eleanor Wynn [131]
205Asako Yamamuro [126]
206John Yen [128]
207Sung Wook Yoon [125]
208Jenny Yuen [100] [111]
209Huzaifa Zafar [125]
210Chongjie Zhang [125]
211Xiaoqin Zhang (Shelley Zhang) [125]
212Wei Zhang [97] [100] [108] [111] [113] [124] [126]
213Wei Zhang [46] [47]
214Valentina Bayer Zubek [66] [80] [88] [135]

Colors in the list of coauthors

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