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Copyright No

David Jensen

Papers on DiSC'04


Simple Estimators for Relational Bayesian Classifiers

Learning relational probability trees

Information awareness: a prospective technical assessment

Publications


Note: Links lead to the DBLP on the Web.

David Jensen

Jennifer Neville , David Jensen, Brian Gallagher : Simple Estimators for Relational Bayesian Classifiers. ICDM 2003 : 609-612

David Jensen, Jennifer Neville , Michael Hay : Avoiding Bias when Aggregating Relational Data with Degree Disparity. ICML 2003 : 274-281

Amy McGovern , David Jensen: Identifying Predictive Structures in Relational Data Using Multiple Instance Learning. ICML 2003 : 528-535

David Jensen, Matthew Rattigan , Hannah Blau : Information awareness: a prospective technical assessment. KDD 2003 : 378-387

Jennifer Neville , David Jensen, Lisa Friedland , Michael Hay : Learning relational probability trees. KDD 2003 : 625-630

David Jensen, Jennifer Neville : Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning. ICML 2002 : 259-266

David Jensen, Jennifer Neville : Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. ILP 2002 : 101-116

Victor Lavrenko , Matthew D. Schmill , Dawn Lawrie , Paul Ogilvie , David Jensen, James Allan : Language Models for Financial News Recommendation. CIKM 2000 : 389-396

David Jensen: Knowledge Discovery from Graphs (Invited Talk). Graph Drawing 2000 : 170

Fawzi Daud , Michael Mateas , Phoebe Sengers , Susan Brennan , Alain Giboin , David R. Traum , Vinay Chaudri , Richard Fikes , Donia Scott , Richard Power , David Jensen: Reports on the AAAI Fall Symposia (November 1999 and November 1998). AI Magazine 21 (2): 85-88 (2000)

David Jensen: Data Snooping, Dredging and Fishing: The Dark Side of Data Mining, A SIGKDD99 Panel Report. SIGKDD Explorations 1 (2): 52-54 (2000)

David Jensen, Michael Atighetchi , Régis Vincent , Victor R. Lesser : Learning Quantitative Knowledge for Multiagent Coordination. AAAI/IAAI 1999 : 24-31

Tim Oates , David Jensen: Toward a Theoretical Understanding of Why and When Decision Tree Pruning Algorithms Fail. AAAI/IAAI 1999 : 372-378

Foster J. Provost , David Jensen, Tim Oates : Efficient Progressive Sampling. KDD 1999 : 23-32

David Jensen, Yulin Dong , Barbara Staudt Lerner , Eric K. McCall , Leon J. Osterweil , Stanley M. Sutton , Alexander Wise : Coordinating agent activities in knowledge discovery processes. WACC 1999 : 137-146

Tim Oates , David Jensen: Large Datasets Lead to Overly Complex Models: An Explanation and a Solution. KDD 1998 : 294-298

Tim Oates , David Jensen: The Effects of Training Set Size on Decision Tree Complexity. ICML 1997 : 254-262

David Jensen, Tim Oates , Paul R. Cohen : Building Simple Models: A Case Study with Decision Trees. IDA 1997 : 211-222

David Jensen, Matthew D. Schmill : Adjusting for Multiple Comparisons in Decision Tree Pruning. KDD 1997 : 195-198

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