Concepedia

Kevin P. Murphy

KP

Statistics

Publications

38

Citations

7.5K

H-Index

28

Active since

1996

Affiliations

University of British Columbia(Current)

University of California, Berkeley

University of Rochester Medical Center

Trinity College Dublin

BC Cancer Agency

Kevin P. Murphy is an author at University of British Columbia specializing in engineering, computer science, and data science.

Top concepts

Publications per year

1996–2019

38

Publications

38

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations

Loopy Belief Propagation for Approximate Inference: An Empirical Study

Kevin P. Murphy, Yair Weiss, Michael I. Jordan · arXiv (Cornell University) · 2013 · 1.5K citations · Full text

, , +17

Bayesian Map Learning in Dynamic Environments

Kevin P. Murphy · 1999 · 449 citations

Efficient parameter estimation for RNA secondary structure prediction

Mirela Andronescu, Anne Condon, Holger H. Hoos et al. · Bioinformatics · 2007 · 246 citations · Full text

A dynamic Bayesian network approach to figure tracking using learned dynamic models

Vladimir Pavlović, James M. Rehg, Tat‐Jen Cham et al. · 1999 · 224 citations

, , +21

1–5 of 38