Genetic wrappers for feature selection in decision tree induction and variable ordering in Bayesian network structure learning

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Artificial Intelligence, Search Optimization, Computational Science +12

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.8K citations

Engineering, Machine Learning, Data Science +7

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 3.9K citations

Engineering, Network Analysis, Computational Complexity +29

A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

Bayesian Statistic, Engineering, Probabilistic Networks +17

Using Bayesian Networks to Analyze Expression Data

Nir Friedman, Michal Linial, Iftach Nachman et al. · Journal of Computational Biology · 2000 · 3.3K citations

Bayesian Statistic, Engineering, Genetics +21