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Eric Horvitz

Papers on DiSC'03


Probabilistic combination of text classifiers using reliability indicators: models and results

Publications


Note: Links lead to the DBLP on the Web.

Eric Horvitz

57 Eric Horvitz, Carl Kadie , Tim Paek , David Hovel : Models of attention in computing and communication: from principles to applications. CACM 46 (3): 52-59 (2003)

56 Henry A. Kautz , Eric Horvitz, Yongshao Ruan , Carla P. Gomes , Bart Selman : Dynamic Restart Policies. AAAI/IAAI 2002 : 674-681

55 Yongshao Ruan , Eric Horvitz, Henry A. Kautz : Restart Policies with Dependence among Runs: A Dynamic Programming Approach. CP 2002 : 573-586

54 Eric Horvitz: Uncertainty, intelligence, and interaction. IUI 2002 : 3-3

53 Paul N. Bennett , Susan T. Dumais , Eric Horvitz: Probabilistic combination of text classifiers using reliability indicators: models and results. SIGIR 2002 : 207-214

52 Eric Horvitz, Paul Koch , Carl Kadie , Andy Jacobs : Coordinates: Probabilistic Forecasting of Presence and Availability. UAI 2002 : 224-233

51 Corin R. Anderson , Eric Horvitz: Web montage: a dynamic personalized start page. WWW 2002 : 704-712

50 M. Brian Blake , Karen Haigh , Henry Hexmoor , Rino Falcone , Leen-Kiat Soh , Chitta Baral , Sheila A. McIlraith , Piotr J. Gmytrasiewicz , Simon Parsons , Rainer Malaka , Antonio Krueger , Paolo Bouquet , Bill Smart , Koichi Kurumantani , Adam Pease , Michael Brenner , Marie desJardins , Ulrich Junker , James P. Delgrande , Jon Doyle , Francesca Rossi , Torsten Schaub , Carla P. Gomes , Toby Walsh , Haipeng Guo , Eric Horvitz, Nancy Ide , Christopher A. Welty , Frank D. Anger , Hans W. Guegen , Gerald Ligozat : AAAI 2002 Workshops. AI Magazine 23 (4): 113-121 (2002)

49 Ingrid Zuckerman , Eric Horvitz: Using Machine Learning Techniques to Interpret WH-questions. ACL 2001 : 547-554

48 Songsong Xu , Kim-Leng Poh , Eric Horvitz: Graphical Analysis of Value of Information in Decision Models. FLAIRS Conference 2001 : 155-159

47 Eric Horvitz, Yongshao Ruan , Carla P. Gomes , Henry A. Kautz , Bart Selman , David Maxwell Chickering : A Bayesian Approach to Tackling Hard Computational Problems. UAI 2001 : 235-244

46 Ken Hinckley , Eric Horvitz: Toward more sensitive mobile phones. UIST 2001 : 191-192

45 Eric Horvitz, Tim Paek : Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems. User Modeling 2001 : 3-13

44 Eric Horvitz, Shlomo Zilberstein : Computational tradeoffs under bounded resources. Artificial Intelligence 126 (1-2): 1-4 (2001)

43 Eric Horvitz: Principles and applications of continual computation. Artificial Intelligence 126 (1-2): 159-196 (2001)

42 David M. Pennock , Eric Horvitz, C. Lee Giles : Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000 : 729-734

41 David M. Pennock , Pedrito Maynard-Reid II , C. Lee Giles , Eric Horvitz: A Normative Examination of Ensemble Learning Algorithms. ICML 2000 : 735-742

40 Eric Horvitz: Uncertainty, Utility, and Understanding. Intelligent Tutoring Systems 2000 : 18

39 Tim Paek , Eric Horvitz: Conversation as Action Under Uncertainty. UAI 2000 : 455-464

38 David M. Pennock , Eric Horvitz, Steve Lawrence , C. Lee Giles : Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000 : 473-480

37 Ken Hinckley , Jeffrey S. Pierce , Mike Sinclair , Eric Horvitz: Sensing techniques for mobile interaction. UIST 2000 : 91-100

36 Eric Horvitz: Principles of Mixed-Initiative User Interfaces. CHI 1999 : 159-166

35 Eric Horvitz: Continual Computation Policies for Allocating Offline and Real-Time Resources. IJCAI 1999 : 1280-1287

34 Jude W. Shavlik , Lawrence Birnbaum , William R. Swartout , Eric Horvitz, Barbara Hayes-Roth : Bridging Science and Applications (Panel). Intelligent User Interfaces 1999 : 45-46

33 Eric Horvitz, Andy Jacobs , David Hovel : Attention-Sensitive Alerting. UAI 1999 : 305-313

32 Eric Horvitz: Continual Computation Policies for Utility-Directed Prefetching. CIKM 1998 : 175-184

31 David Heckerman , Eric Horvitz: Inferring Informational Goals from Free-Text Queries: A Bayesian Approach. UAI 1998 : 230-237

30 Eric Horvitz, Jack S. Breese , David Heckerman , David Hovel , Koos Rommelse : The Lumière Project: Bayesian User Modeling for Inferring the Goals and Needs of Software Users. UAI 1998 : 256-265

29 Eric Horvitz: Models of Continual Computation. AAAI/IAAI 1997 : 286-293

28 Lawrence Birnbaum , Eric Horvitz, David Kurlander , Henry Lieberman , Joe Marks , Steve Roth : Compelling Intelligent User Interfaces - How Much AI? Intelligent User Interfaces 1997 : 173-175

27 Eric Horvitz, Jed Lengyel : Perception, Attention, and Resources: A Decision-Theoretic Approach to Graphics Rendering. UAI 1997 : 238-249

26 Eric Horvitz, Adam Seiver : Time-Critical Action: Representations and Application. UAI 1997 : 250-257

25 Eric Horvitz, Finn Verner Jensen : UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, August 1-4, 1996, Reed College, Portland, Oregon, USA. Morgan Kaufmann 1996

24 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

23 Eric Horvitz: Decision-Theoretic Reasoning and the Human-Computer Interface: Advances in Embedded Intelligent Agents (abstract). SOFSEM 1996 : 94

22 Kim-Leng Poh , Eric Horvitz: A Graph-Theoretic Analysis of Information Value. UAI 1996 : 427-435

21 Eric Horvitz, Matthew Barry : Display of Information for Time-Critical Decision Making. UAI 1995 : 296-305

20 Eric Horvitz, Adrian Klein : Reasoning, Metareasoning, and Mathematical Truth: Studies of Theorem Proving under Limited Resources. UAI 1995 : 306-314

19 Sampath Srinivas , Eric Horvitz: Exploiting System Hierarchy to Compute Repair Plans in Probabilistic Model-Based Diagnosis. UAI 1995 : 523-531

18 Lisa J. Burnell , Eric Horvitz: Structure and Chance: Melding Logic and Probability for Software Debugging. CACM 38 (3): 31-41, 57 (1995)

17 Eric Horvitz, Adrian Klein : Utility-Based Abstraction and Categorization. UAI 1993 : 128-135

16 Kim-Leng Poh , Eric Horvitz: Reasoning about the Value of Decision-Model Refinement: Methods and Application. UAI 1993 : 174-182

15 David Heckerman , Eric Horvitz, Blackford Middleton : An Approximate Nonmyopic Computation for Value of Information. IEEE Transactions on Pattern Analysis and Machine Intelligence 15 (3): 292-298 (1993)

14 Paul Dagum , Adam Galper , Eric Horvitz: Dynamic Network Models for Forecasting. UAI 1992 : 41-48

13 Paul Dagum , Eric Horvitz: Reformulating Inference Problems Through Selective Conditioning. UAI 1992 : 49-54

12 David Heckerman , Eric Horvitz, Blackford Middleton : An Approximate Nonmyopic Computation for Value of Information. UAI 1991 : 135-141

11 Eric Horvitz, Geoffrey Rutledge : Time-Dependent Utility and Action Under Uncertainty. UAI 1991 : 151-158

10 Max Henrion , John S. Breese , Eric Horvitz: Decision Analysis and Expert Systems. AI Magazine 12 (4): 64-91 (1991)

9 Jack S. Breese , Eric Horvitz: Ideal reformulation of belief networks. UAI 1990 : 129-144

8 David Heckerman , Eric Horvitz: Problem formulation as the reduction of a decision model. UAI 1990 : 159-170

7 Eric Horvitz, Gregory F. Cooper , David Heckerman : Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study. IJCAI 1989 : 1121-1127

6 Eric Horvitz: Reasoning under Varying and Uncertain Resource Constraints. AAAI 1988 : 111-116

5 David Heckerman , Eric Horvitz: On the Expressiveness of Rule-based Systems for Reasoning with Uncertainty. AAAI 1987 : 121-126

4 Eric Horvitz: Reasoning about Beliefs and Actions Under Computational Resource Constraints. UAI 1987 : 301-324

3 Eric Horvitz, David Heckerman , Curtis Langlotz : A Framework for Comparing Alternative Formalisms for Plausible Reasoning. AAAI 1986 : 210-214

2 David Heckerman , Eric Horvitz: The myth of modularity in rule-based systems for reasoning with uncertainty. UAI 1986 : 23-34

1 Eric Horvitz, David Heckerman : The Inconsistent Use of Measures of Certainty in Artificial Intelligence Research. UAI 1985 : 137-152




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