Concepedia

David Poole

DP

72

Publications

7.5K

Citations

38

H-Index

1985

Active since

Affiliations

University of British Columbia(Current)

Canadian Institute for Advanced Research

David Poole is an author at University of British Columbia specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceAutomated ReasoningArtificial IntelligenceKnowledge DiscoveryStatistical InferenceManagementStatisticsMachine Learning

Publications per year

1985–2022

72

Publications

72

CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements

Craig Boutilier, Ronen I. Brafman, Carmel Domshlak et al. · Journal of Artificial Intelligence Research · 2004 · 871 citations · Full text

Automated Decision Making, Engineering, Behavioral Decision Making +25

Probabilistic Horn abduction and Bayesian networks

David Poole · Artificial Intelligence · 1993 · 586 citations

Engineering, Automated Reasoning, Probabilistic System +7

Exploiting Causal Independence in Bayesian Network Inference

Nevin L. Zhang, David Poole · Journal of Artificial Intelligence Research · 1996 · 435 citations · Full text

Bayesian Network Inference, Causal Independence, Engineering +15

First-order probabilistic inference

David Poole · 2003 · 420 citations

Artificial Intelligence, Population Size, Engineering +16

SimplE Embedding for Link Prediction in Knowledge Graphs

Seyed Mehran Kazemi, David Poole · arXiv (Cornell University) · 2018 · 390 citations · Full text

Engineering, Machine Learning, Simple Enhancement +19

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