1.3k citations · 2.5k across the 15 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
astro-ph.IM2015★ 85 cited
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases
Pablo Huijse, Pablo A. Estevez, Pavlos Protopapas +2
Time-domain astronomy (TDA) is facing a paradigm shift caused by the exponential growth of the sample size, data complexity and data generation rates of new astronomical sky survey…
cs.LG2015★ 1.3k cited
A Review of Feature Selection Methods Based on Mutual Information
Jorge R. Vergara, Pablo A. Estévez
In this work we present a review of the state of the art of information theoretic feature selection methods. The concepts of feature relevance, redundance and complementarity (syne…
cs.LG2015★ 132 cited
A review of learning vector quantization classifiers
David Nova, Pablo A. Estevez
In this work we present a review of the state of the art of Learning Vector Quantization (LVQ) classifiers. A taxonomy is proposed which integrates the most relevant LVQ approaches…