Pablo A. Estevez

Research.com Recognitions

• 2019 - Meritorious Service Award, IEEE Computational Intelligence Society
• 2017 - IEEE Fellow For contributions to feature selection and visualization of large data sets

Overview

Best Publications

• Normalized Mutual Information Feature Selection

  P.A. Estevez;M. Tesmer;C.A. Perez;J.M. Zurada

  1483
  Citations

• A review of feature selection methods based on mutual information

  Jorge R. Vergara;Pablo A. Estévez

  695
  Citations

• A Review of Feature Selection Methods Based on Mutual Information

  Jorge R. Vergara;Pablo A. Estévez

  617
  Citations

• The delay of shock breakout due to circumstellar material evident in most type II supernovae

  F. Förster;F. Förster;T. J. Moriya;J. C. Maureira;J. P. Anderson

  182
  Citations

• Subscription fraud prevention in telecommunications using fuzzy rules and neural networks

  Pablo A. Estévez;Claudio M. Held;Claudio A. Perez

  153
  Citations

• Ore grade estimation by feature selection and voting using boundary detection in digital image analysis

  Claudio A. Perez;Pablo A. Estévez;Pablo A. Vera;Luis E. Castillo

  125
  Citations

• A review of learning vector quantization classifiers

  David Nova;Pablo A. Estévez

  125
  Citations

• The delay of shock breakout due to circumstellar material seen in most Type II Supernovae

  F. Förster;T.J. Moriya;J.C. Maureira;J.P. Anderson

  115
  Citations

• Polysomnographic pattern recognition for automated classification of sleep-waking states in infants.

  P. A. Estévez;C. M. Held;C. A. Holzmann;C. A. Perez

  104
  Citations

• Alert Classification for the ALeRCE Broker System: The Light Curve Classifier

  P. Sánchez-Sáez;P. Sánchez-Sáez;I. Reyes;C. Valenzuela;F. Förster;F. Förster

  102
  Citations

• Selecting the Most Influential Nodes in Social Networks

  P.A. Estevez;P. Vera;K. Saito

  101
  Citations

• A neurofuzzy color image segmentation method for wood surface defect detection

  Gonzalo A. Ruz;Pablo A. Estevez;Claudio A. Perez

  98
  Citations

• Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases

  Pablo Huijse;Pablo A. Estevez;Pavlos Protopapas;Jose C. Principe

  95
  Citations

• Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithms

  Bernardo Severino;Felipe Gana;Rodrigo Palma-Behnke;Pablo A. Estévez

  94
  Citations

• 150 Successful Machine Learning Models

  Unknown

  91
  Citations

• Going deep into schizophrenia with artificial intelligence.

  Jose A. Cortes-Briones;Nicolas I. Tapia-Rivas;Deepak Cyril D'Souza;Pablo A. Estevez

  84
  Citations

• Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection

  Guillermo Cabrera-Vives;Guillermo Cabrera-Vives;Ignacio Reyes;Ignacio Reyes;Francisco Förster;Francisco Förster;Pablo A. Estévez;Pablo A. Estévez

  83
  Citations

• Automated visual inspection system for wood defect classification using computational intelligence techniques

  Gonzalo A. Ruz;Pablo A. Estevez;Pablo A. Ramirez

  80
  Citations

• The High Cadence Transient Survey (HiTS) - I. Survey design and supernova shock breakout constraints

  Francisco Förster;Juan C. Maureira;Jaime San Martín;Mario Hamuy

  78
  Citations

• The High Cadence Transient Survey (HITS). I. Survey Design and Supernova Shock Breakout Constraints

  F. Förster;F. Förster;J. C. Maureira;J. San Martín;M. Hamuy;M. Hamuy

  75
  Citations

• Classification of sleep stages in infants: a neuro fuzzy approach

  J.E. Heiss;C.M. Held;P.A. Estevez;C.A. Perez

  71
  Citations

• Genetic design of biologically inspired receptive fields for neural pattern recognition

  C.A. Perez;C.A. Salinas;P.A. Estevez;P.M. Valenzuela

  70
  Citations

• Online data visualization using the neural gas network

  Pablo A. Estévez;Cristián J. Figueroa

  70
  Citations

• Extracting Fuzzy Rules From Polysomnographic Recordings for Infant Sleep Classification

  C.M. Held;J.E. Heiss;P.A. Estevez;C.A. Perez

  69
  Citations

• 6 DOF force and torque sensor for micro-manipulation applications

  P. Estevez;J.M. Bank;M. Porta;J. Wei

  67
  Citations

• A fractal time thermal model for predicting the surface temperature of air-cooled cylindrical Li-ion cells based on experimental measurements

  Jorge Reyes-Marambio;Francisco Moser;Felipe Gana;Bernardo Severino

  63
  Citations

• The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

  F. Förster;G. Cabrera-Vives;E. Castillo-Navarrete;P. A. Estévez

  13
  Citations