Concepedia

Mark Chavira

MC

Statistics

Publications

10

Citations

980

H-Index

10

Active since

2005

Affiliations

University of California, Los Angeles(Current)

Ames Research Center

Mark Chavira is an author at University of California, Los Angeles specializing in engineering, automated reasoning, and bayesian networks.

Top concepts

EngineeringComputer ScienceBayesian NetworksAutomated ReasoningBayesian InferenceStatistical InferenceManagementStatisticsData ScienceFormal Methods

Publications per year

2005–2012

10

Publications

10

On probabilistic inference by weighted model counting

Mark Chavira, Adnan Darwiche · Artificial Intelligence · 2007 · 363 citations

Engineering, Probabilistic System, Model Counting +5

Compiling Bayesian networks with local structure

Mark Chavira, Adnan Darwiche · Progress in molecular biology and translational science · 2005 · 129 citations

Compiling relational Bayesian networks for exact inference

Mark Chavira, Adnan Darwiche, Manfred Jaeger · International Journal of Approximate Reasoning · 2005 · 117 citations

Engineering, Machine Learning, Automated Reasoning +7

Compiling Bayesian networks using variable elimination

Mark Chavira, Adnan Darwiche · 2007 · 114 citations

Bayesian Statistic, Local Structure, Machine Learning +16

Probabilistic Model-Based Diagnosis: An Electrical Power System Case Study

Ole J. Mengshoel, Mark Chavira, Keith Cascio et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2010 · 92 citations · Full text

Engineering, Verification, Diagnosis +23

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