Feature subset selection by Bayesian networks: A comparison with genetic and sequential algorithms

DOI10.1016/S0888-613X(01)00038-XzbMath0982.68146WikidataQ62637468 ScholiaQ62637468MaRDI QIDQ5944734

Iñaki Inza, Pedro Larrañaga, Basilio Sierra

Publication date: 10 October 2001

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

zbMATH Keywords

evolutionary algorithmBayesian network algorithm

Mathematics Subject Classification ID

Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Related Items (7)

A neuro-fuzzy classification technique using dynamic clustering and GSS rule generation ⋮ A review on evolutionary algorithms in Bayesian network learning and inference tasks ⋮ IFS-CoCo: instance and feature selection based on cooperative coevolution with nearest neighbor rule ⋮ Learning Bayesian networks in the space of structures by estimation of distribution algorithms ⋮ Feature selection for Bayesian network classifiers using the MDL-FS score ⋮ Analysis of new variable selection methods for discriminant analysis ⋮ A variable selection method based on Tabu search for logistic regression models

Uses Software

• UCI-ml
• MLC++

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Wrappers for feature subset selection
• Estimating the dimension of a model
• Feature Subset Selection by Bayesian network-based optimization
• A prallel algorithm for building possibilistic causal networks
• Learning Bayesian networks: The combination of knowledge and statistical data
• A Branch and Bound Algorithm for Feature Subset Selection

This page was built for publication: Feature subset selection by Bayesian networks: A comparison with genetic and sequential algorithms