Pablo Bermejo

Speeding up incremental wrapper feature subset selection with Naive Bayes classifier

Pablo Bermejo, José A. Gámez, José M. Puerta · Knowledge-Based Systems · 2013 · 162 citations

Incremental Learning, Naive Bayes Classifier, Machine Learning +11

Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking

Pablo Bermejo, Luis de la Ossa, José A. Gámez et al. · Knowledge-Based Systems · 2011 · 158 citations

Image Analysis, Machine Learning, Data Science +13

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

Pablo Bermejo, José A. Gámez, José M. Puerta · Pattern Recognition Letters · 2011 · 111 citations

Search Optimization, Image Analysis, Machine Learning +13

Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets

Pablo Bermejo, José A. Gámez, José M. Puerta · Expert Systems with Applications · 2010 · 70 citations

Spam Filtering, Classification Method, Engineering +14

Design and simulation of a thermal comfort adaptive system based on fuzzy logic and on-line learning

Pablo Bermejo, Luis Redondo-López, Luis de la Ossa et al. · Energy and Buildings · 2012 · 70 citations

Fuzzy Logic, Engineering, Energy Management +15