Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score

Lecture Notes in Computer Science - Knowledge-Based Intelligent Information and Engineering Systems ◽

10.1007/978-3-540-74829-8_21 ◽

2007 ◽

pp. 166-173

Author(s):

Fengzhan Tian ◽

Yanfeng Zhang ◽

Zhihai Wang ◽

Houkuang Huang

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm

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A Probability-based Evolutionary Algorithm with Mutations to Learn Bayesian Networks

International Journal of Interactive Multimedia and Artificial Intelligence ◽

10.9781/ijimai.2014.311 ◽

2014 ◽

Vol 3 (1) ◽

pp. 7

Author(s):

Sho Fukuda ◽

Yuuma Yamanaka ◽

Takuya Yoshihiro

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm

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A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination

Applications of Evolutionary Computation - Lecture Notes in Computer Science ◽

10.1007/978-3-642-12239-2_23 ◽

2010 ◽

pp. 221-230 ◽

Author(s):

Claudio De Stefano ◽

Francesco Fontanella ◽

Cristina Marrocco ◽

Alessandra Scotto di Freca

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Classifier Combination ◽

Hybrid Evolutionary Algorithm

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A Novel Hybrid Evolutionary Algorithm for Learning Bayesian Networks from Incomplete Data

2006 IEEE International Conference on Evolutionary Computation ◽

10.1109/cec.2006.1688409 ◽

2006 ◽

Author(s):

Yuan-Yuan Guo ◽

Man-Leung Wong ◽

Zhi-Hua Cai

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Incomplete Data ◽

Hybrid Evolutionary Algorithm

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Learning Bayesian networks from incomplete databases using a novel evolutionary algorithm

Decision Support Systems ◽

10.1016/j.dss.2008.01.002 ◽

2008 ◽

Vol 45 (2) ◽

pp. 368-383 ◽

Author(s):

Man Leung Wong ◽

Yuan Yuan Guo

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Incomplete Databases

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A Multi-Objective Evolutionary Algorithm for enhancing Bayesian Networks hybrid-based modeling

Computers & Mathematics with Applications ◽

10.1016/j.camwa.2013.01.029 ◽

2013 ◽

Vol 66 (10) ◽

pp. 1971-1980 ◽

Author(s):

Carlos R. García-Alonso ◽

Pilar Campoy-Muñoz ◽

Melania Salazar Ordoñez

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Multi Objective

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A new evolutionary algorithm for structure learning in Bayesian networks

2009 14th International CSI Computer Conference ◽

10.1109/csicc.2009.5349636 ◽

2009 ◽

Author(s):

A. R. Khanteymoori ◽

M. B. Menhaj ◽

M. M. Homayounpour

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Structure Learning

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An Efficient Data Mining Method for Learning Bayesian Networks Using an Evolutionary Algorithm-Based Hybrid Approach

IEEE Transactions on Evolutionary Computation ◽

10.1109/tevc.2004.830334 ◽

2004 ◽

Vol 8 (4) ◽

pp. 378-404 ◽

Author(s):

M.L. Wong ◽

K.S. Leung

Keyword(s):

Data Mining ◽

Bayesian Networks ◽

Evolutionary Algorithm ◽

Hybrid Approach ◽

Mining Method ◽

Data Mining Method ◽

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Discover Bayesian Networks from Incomplete Data Using a Hybrid Evolutionary Algorithm

Sixth International Conference on Data Mining (ICDM'06) ◽

10.1109/icdm.2006.56 ◽

2006 ◽

Author(s):

Man Wong ◽

Yuan Guo

Keyword(s):

Bayesian Networks ◽

Evolutionary Algorithm ◽

Incomplete Data ◽

Hybrid Evolutionary Algorithm

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Investigating Nonlinearities With Bayesian Networks

PsycEXTRA Dataset ◽

10.1037/e340982004-001 ◽

2003 ◽

Author(s):

Petri Nokelainen

Keyword(s):

Bayesian Networks

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Evolutionary Algorithm-Based Design of a System of Wet Detention Basins under Uncertainty for Watershed Management

Bridging the Gap ◽

10.1061/40569(2001)63 ◽

2001 ◽

Author(s):

Laura J. Harrell

Keyword(s):

Evolutionary Algorithm ◽

Watershed Management ◽

Detention Basins

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