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David M. Pennock

Papers on DiSC'04


Statistical Relational Learning for Document Mining

Publications


Note: Links lead to the DBLP on the Web.

David M. Pennock

Lance Fortnow , Joe Kilian , David M. Pennock, Michael P. Wellman : Betting boolean-style: a framework for trading in securities based on logical formulas. ACM Conference on Electronic Commerce 2003 : 144-155

Joan Feigenbaum , Lance Fortnow , David M. Pennock, Rahul Sami : Computation in a distributed information market. ACM Conference on Electronic Commerce 2003 : 156-165

Sandip Debnath , David M. Pennock, C. Lee Giles , Steve Lawrence : Information incorporation in online in-Game sports betting markets. ACM Conference on Electronic Commerce 2003 : 258-259

Alexandrin Popescul , Lyle H. Ungar , Steve Lawrence , David M. Pennock: Statistical Relational Learning for Document Mining. ICDM 2003 : 275-282

Dmitry Pavlov , Alexandrin Popescul , David M. Pennock, Lyle H. Ungar : Mixtures of Conditional Maximum Entropy Models. ICML 2003 : 584-591

Seung-Taek Park , Alexy Khrabrov , David M. Pennock, Steve Lawrence , C. Lee Giles , Lyle H. Ungar : Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. INFOCOM 2003

Shyong K. Lam , David M. Pennock, Dan Cosley , Steve Lawrence : 1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". UAI 2003 : 337-345

Kushal Dave , Steve Lawrence , David M. Pennock: Mining the peanut gallery: opinion extraction and semantic classification of product reviews. WWW 2003 : 519-528

Steffen Staab , Francis Heylighen , Carlos Gershenson , Gary William Flake , David M. Pennock, Daniel C. Fain , David De Roure , Karl Aberer , Wei-Min Shen , Olivier Dousse , Patrick Thiran : Neurons, Viscose Fluids, Freshwater Polyp Hydra-and Self-Organizing Information Systems. IEEE Intelligent Systems 18 (4): 72-86 (2003)

Eric J. Glover , David M. Pennock, Steve Lawrence , Robert Krovetz : Inferring hierarchical descriptions. CIKM 2002 : 507-514

Seung-Taek Park , David M. Pennock, C. Lee Giles , Robert Krovetz : Analysis of lexical signatures for finding lost or related documents. SIGIR 2002 : 11-18

Andrew I. Schein , Alexandrin Popescul , Lyle H. Ungar , David M. Pennock: Methods and metrics for cold-start recommendations. SIGIR 2002 : 253-260

David M. Pennock, Sandip Debnath , Eric J. Glover , C. Lee Giles : Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. UAI 2002 : 405-413

Dan Cosley , Steve Lawrence , David M. Pennock: REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex. VLDB 2002 : 35-46

Soumen Chakrabarti , Mukul Joshi , Kunal Punera , David M. Pennock: The structure of broad topics on the web. WWW 2002 : 251-262

Eric J. Glover , Kostas Tsioutsiouliklis , Steve Lawrence , David M. Pennock, Gary William Flake : Using web structure for classifying and describing web pages. WWW 2002 : 562-569

David M. Pennock, Gary William Flake , Steve Lawrence , Eric J. Glover , C. Lee Giles : Winners don't take all: Characterizing the competition for links on the web Proc. Natl. Acad. Sci. USA 99(8): 5207-5211 (2002)

David M. Pennock, Steve Lawrence , Finn Årup Nielsen , C. Lee Giles : Extracting collective probabilistic forecasts from web games. KDD 2001 : 174-183

Eric J. Glover , Gary William Flake , Steve Lawrence , William P. Birmingham , Andries Kruger , C. Lee Giles , David M. Pennock: Improving Category Specific Web Search by Learning Query Modifications. SAINT 2001 : 23-

Alexandrin Popescul , Lyle H. Ungar , David M. Pennock, Steve Lawrence : Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. UAI 2001 : 437-444

Steve Lawrence , David M. Pennock, Gary William Flake , Robert Krovetz , Frans Coetzee , Eric J. Glover , Finn Nielsen , Andries Kruger , C. Lee Giles : Persistence of Web References in Scientific Research. IEEE Computer 34 (2): 26-31 (2001)

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

Steve Lawrence , Frans Coetzee , Gary William Flake , David M. Pennock, Robert Krovetz , Finn Nielsen , Andries Kruger , C. Lee Giles : Persistence of information on the web: Analyzing citations contained in research articles. CIKM 2000 : 235-242

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

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

David M. Pennock, Michael P. Wellman : Compact Securities Markets for Pareto Optimal Reallocation of Risk. UAI 2000 : 481-488

David M. Pennock, Michael P. Wellman : Graphical Representations of Consensus Belief. UAI 1999 : 531-540

David M. Pennock: Logarithmic Time Parallel Bayesian Inference. UAI 1998 : 431-438

David M. Pennock, Michael P. Wellman : Representing Aggregate Belief through the Competitive Equilibrium of a Securities Market. UAI 1997 : 392-400

David M. Pennock, Quentin F. Stout : Exploiting a Theory of Phase Transitions in Three-Satisfiability Problems. AAAI/IAAI, Vol. 1 1996 : 253-258

David M. Pennock: MarketBayes: A Distributed, Market-Based Bayesian Network. AAAI/IAAI, Vol. 2 1996 : 1402

David M. Pennock, Michael P. Wellman : Toward a Market Model for Bayesian Inference. UAI 1996 : 405-413

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