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Pablo Antonio Estevez Valencia

Profesor Titular

DEPTO. INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

Redes neuronales artificiales; Teoría de Información para el Aprendizaje; Computación Evolutiva; Reconocimiento de Patrones; Machine Learning; Deep Learning; Inteligencia Artificial; Selección de Características

PhD Information Engineering, UNIVERSITY OF TOKYO. Japón, 1995
Ingeniero Civil Electricista, UNIVERSIDAD DE CHILE. Chile, 1981
MSc Information Engineering, UNIVERSITY OF TOKYO. Japón, 1992

Profesor Titular Full Time

UNIVERSIDAD DE CHILE

Facultad de Ciencias Físicas y Matemáticas

Santiago, Chile

2012 - A la fecha
Profesor Asociado Full Time

UNIVERSIDAD DE CHILE

Facultad de Ciencias Físicas y Matemáticas

Santiago, Chile

1995 - 2012

Presidente Part Time

IEEE Computational Intelligence Society

New Jersey, Estados Unidos

2016 - 2017

Profesor guía de 2 alumnos graduados del Doctorado en Ingeniería Eléctrica (1 en 2015, 1 en 2014)
Profesor guía de 2 alumnos de doctorado con examen de calificación aprovado (vigentes en 2023)
Profesor guía de 24 alumnos graduados de Magíster en Ingeniería (4 en 2023, 4 en 2022, 2 en 2021, 1 en 2020, 1 en 2019, 2 en 2018, 2 en 2016, 1 en 2011, 3 en 2009, 1 en 2007, 2 en 2004, 1 en 2003)

Difusión
https://www.diarioconcepcion.cl/opinion/2023/09/01/inteligencia-artificial-y-acceso-a-la-salud.html
https://www.biobiochile.cl/noticias/opinion/tu-voz/2023/09/01/inteligencia-artificial-en-beneficio-del-acceso-a-la-salud.shtml
https://uchile.cl/noticias/206185/estudio-utiliza-ia-para-estima-riesgo-de-desarrollar-alzheimer

IEEE Fellow

IEEE

Estados Unidos, 2017

For contributions to feature selection and visualization of large data sets


A robust deep learning detector for sleep spindles and K-complexes: towards population norms Estevez, Pablo A. Article ISI Scientific Reports (2024)
Diagnostic support in pediatric craniopharyngioma using deep learning Castiglioni, Giovanni; Vallejos, Joaquin; Intriago, Jhon; Valenzuela, Samuel; Fernandez, Jose; Castro, Ignacio; Valenzuela, Sergio; Estevez, Pablo A.; Okuma, Cecilia Article ISI CHILDS NERVOUS SYSTEM (2024)
Alert Classification for the ALeRCE Broker System: The Anomaly Detector Astorga, Nicolas; Bauer, Franz E.; Bayo, Amelia; Lira, Paulina; Pignata, Giuliano Article ISI ASTRONOMICAL JOURNAL (2023)
Deep Attention-based Supernovae Classification of Multiband Light Curves Pimentel, Oscar; Estevez, Pablo A. Article ISI ASTRONOMICAL JOURNAL (2023)
Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy Cubillos, Gabriel; Plaza, Alejandra; Morgan, Maria; Estevez, Pablo A.; Perez, Claudio A. Article ISI BMC PREGNANCY AND CHILDBIRTH (2023)
Model-based battery thermal parameter optimization using symbolic regression De la Sotta, Rafael I.; Estevez, Pablo A. Article ISI JOURNAL OF ENERGY STORAGE (2023)
Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11 Article ISI ASTRONOMY & ASTROPHYSICS (2023)
Special issue on Latin-American computational intelligence Estevez, Pablo A. A.; Sbarbaro, Daniel Article ISI NEURAL COMPUTING & APPLICATIONS (2023)
DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multiresolution Images Munoz Arancibia, Alejandra M.; Reyes-Jainaga, Ignacio; Gagliano, Alexander; Britt, Dylan; Cuellar-Carrillo, Sara; Figueroa-Tapia, Felipe; Polzin, Ava; Yousef, Yara; Arredondo, Javier; Rodriguez-Mancini, Diego; et al. Article ISI ASTRONOMICAL JOURNAL (2022)
Going deep into schizophrenia with artificial intelligence Cortes-Briones, Jose A.; Tapia-Rivas, Nicolas I.; D'Souza, Deepak Cyril; Estevez, Pablo A. Article ISI SCHIZOPHRENIA RESEARCH (2022)
Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks Garcia-Jara, German; Estevez, Pablo A. Article ISI ASTROPHYSICAL JOURNAL (2022)
Rock lithological instance classification by hyperspectral images using dimensionality reduction and deep learning Perez, Claudio A.; Estevez, Pablo A.; Adams, Martin Article ISI CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2022)
Alert Classification for the ALeRCE Broker System: The Light Curve Classifier Article ISI ASTRONOMICAL JOURNAL (2021)
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier Mahabal, A. A.; Silva-Farfan, J. Article ISI ASTRONOMICAL JOURNAL (2021)
Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors Arancibia, A. M. Munoz Article ISI ASTRONOMICAL JOURNAL (2021)
Subset Feature Selection with Structural Variables Urrutia, Juan A.; Estevez, Pablo A.; IEEE Article ISI 2021 IEEE LATIN AMERICAN CONFERENCE ON COMPUTATIONAL INTELLIGENCE (LA-CCI) (2021)
The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker Rodriguez-Mancini, D.; Alvarez-Maldonado, I.; Donoso-Oliva, C.; Munoz-Arancibia, A.; Molina-Ferreiro, R.; Vergara, J. R. Article ISI ASTRONOMICAL JOURNAL (2021)
The effect of phased recurrent units in the classification of multiple catalogues of astronomical light curves Article ISI MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY (2021)
Asteroids' Size Distribution and Colors from HITS Article ISI SCOPUS ASTRONOMICAL JOURNAL (2020)
A novel meta-heuristic model for the multi-year transmission network expansion planning Article ISI SCOPUS INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2019)
An Optimized Impedance Model for the Estimation of the State-of-Charge of a Li-Ion Cell: The Case of a LiFePO4 (ANR26650) Pizarro-Carmona, V Article ISI SCOPUS ENERGIES (2019)
Deep Learning for Image Sequence Classification of Astronomical Events Carrasco-Davis, Rodrigo; Estevez, Pablo A.; Donoso, Cristobal Article ISI SCOPUS PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC (2019)
Rock lithological classification by hyperspectral, range 3D and color images Perez, Claudio A.; Estevez, Pablo A.; Adams, Martin Article ISI SCOPUS CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2019)
Asteroids in the High Cadence Transient Survey Estévez, P. A.; de Jaeger, Th. Article ISI SCOPUS ASTRONOMICAL JOURNAL (2018)
Robust Period Estimation Using Mutual Information for Multiband Light Curves in the Synoptic Survey Era Carrasco, Rodrigo Article ISI SCOPUS ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES (2018)
The delay of shock breakout due to circumstellar material evident in most type II supernovae Moriya, T. J.; Maureira, J. C.; Anderson, J. P.; Blinnikov, S.; Bufano, F.; Clocchiatti, A.; de Jaeger, T.; Galbany, L.; Hamuy, M.; Hsiao, E. Y.; et al. Article ISI SCOPUS NATURE ASTRONOMY (2018)
A strategy for time series prediction using segment growing neural gas Vergara, J. R. Article SCOPUS Proceedings of the International Thermal Spray Conference (2017)
Classification of rock lithology by laser range 3D and color images Galdames, Francisco J. Article ISI SCOPUS INTERNATIONAL JOURNAL OF MINERAL PROCESSING (2017)
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection Article ISI SCOPUS ASTROPHYSICAL JOURNAL (2017)
Proper motions in the VVV Survey: Results for more than 15 million stars across NGC 6544 Article ISI SCOPUS Astronomy and Astrophysics (2017)
Spectral regularization in generalized matrix learning vector quantization Article SCOPUS Proceedings of the International Thermal Spray Conference (2017)
A fractal time thermal model for predicting the surface temperature of air-cooled cylindrical Li-ion cells based on experimental measurements Reyes-Marambio, J; Moser F.; Gana, F; Severino B; Calderon-Munoz, WR; Palma Behnke R.; Orchard M.; Cortes, M Article ISI SCOPUS JOURNAL OF POWER SOURCES (2016)
THE HIGH CADENCE TRANSIENT SURVEY (HITS). I. SURVEY DESIGN AND SUPERNOVA SHOCK BREAKOUT CONSTRAINTS Martín, J. San; Jaeger, Th. de; Kunkarayakti, H.; Estévez, P. A. Article ISI SCOPUS ASTROPHYSICAL JOURNAL (2016)
A NOVEL, FULLY AUTOMATED PIPELINE FOR PERIOD ESTIMATION IN THE EROS 2 DATA SET Protopapas, P; Huijse, P.; Estévez P.A.; Zegers, P Article ISI SCOPUS ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES (2015)
Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells Orchard, Marcos E; Lacalle Matias S; Olivares Benjamin E; Silva, Jorge F.; Palma-Behnke, Rodrigo; Estevez, Pablo A.; Severino, Bernardo; Calderon-Munoz, Williams; Cortes-Carmona, Marcelo Article ISI SCOPUS IEEE Transactions on Reliability (2015)
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases Huijse, P.; Protopapas, P; Principe, JC; Zegers, P Article ISI SCOPUS IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE (2014)
Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithms Severino B; Gana, F; Palma Behnke R.; Calderon-Munoz, WR; Reyes, J; Cortes, M Article ISI SCOPUS JOURNAL OF POWER SOURCES (2014)
A review of learning vector quantization classifiers Nova, D Article ISI SCOPUS NEURAL COMPUTING & APPLICATIONS (2013)
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves Huijse, P.; Estévez P.A.; Protopapas, P; Zegers, P; Prancipe J.C. Article ISI SCOPUS IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)
GENDER CLASSIFICATION FROM FACE IMAGES USING MUTUAL INFORMATION AND FEATURE FUSION Pérez, C.; Tapia, J.; Estevez P.; Held, C Article ISI SCOPUS International Journal of Optomechatronics (2012)
Gamma-filter self-organising neural networks for unsupervised sequence processing Hernández R. Article ISI SCOPUS Electronics Letters (2011)
Ore grade estimation by feature selection and voting using boundary detection in digital image analysis Vera PA; Castillo, LE; Aravena CM; Schulz DA; Medina LE Article ISI SCOPUS International Journal of Mineral Processing (2011)
Period Estimation in Astronomical Time Series Using Slotted Correntropy Huijse, P.; Zegers, P; Principe, JC; Protopapas, P Article ISI SCOPUS IEEE SIGNAL PROCESSING LETTERS (2011)
Registration of renal SPECT and 2.5D US images Galdames FJ; Jaillet F.; Lobo G.; Donoso G.; Coll, C Article ISI SCOPUS Computerized Medical Imaging and Graphics (2011)
Automated Sleep-Spindle Detection in Healthy Children Polysomnograms Causa L.; Causa J.; Chamorro R.; Garrido M.; Algarin, C; Peirano P. Article ISI SCOPUS IEEE Transactions on Biomedical Engineering (2010)
Face and iris localization using templates designed by particle swarm optimization Aravena CM; Vallejos JI Article ISI SCOPUS Pattern Recognition Letters (2010)
Genetic optimisation of illumination compensation methods in cascade for face recognition Castillo, LE; Cament LA Article ISI SCOPUS Electronics Letters (2010)
Integration of PHEVs and EVs: Experience from Chile Palma Behnke R.; Estevez P. Article IEEE POWER AND ENERGY SOCIETY GENERAL MEETING 2010 (2010)
Period Detection in Light Curves from Astronomical Objects Using Correntropy Huijse, P.; Zegers, P; Principe, JC; Protopapas, P Article 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 (2010)
Automated visual inspection system for wood defect classification using computational intelligence techniques Ramirez, PA Article ISI SCOPUS International Journal of Systems Science (2009)
Normalized Mutual Information Feature Selection Tesmer, M; Zurada, JA Article ISI SCOPUS IEEE TRANSACTIONS ON NEURAL NETWORKS (2009)
REAL-TIME TEMPLATE BASED FACE AND IRIS DETECTION ON ROTATED FACES Pérez, C.; Lazcano, V.; Estevez P.; Held, C Article ISI SCOPUS International Journal of Optomechatronics (2009)
Real-time iris detection on coronal-axis-rotated faces Lazcano VA Article ISI SCOPUS IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2007)
Extracting fuzzy rules from polysomnograph.ic recordings for infant sleep classification Heiss, JE; Garrido M.; Algarin, C; Peirano P. Article ISI SCOPUS IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)
Nonlinear projection using geodesic distances and the neural gas network Chong, AM Article ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2006)
Online data visualization using the neural gas network Figueroa, CJ Article ISI SCOPUS NEURAL NETWORKS (2006)
Subscription fraud prevention in telecommunications using fuzzy rules and neural networks Article ISI SCOPUS EXPERT SYSTEMS WITH APPLICATIONS (2006)
A neurofuzzy color image segmentation method for wood surface defect detection Article ISI SCOPUS FOREST PRODUCTS JOURNAL (2005)
Cross-entropy embedding of high-dimensional data using the neural gas model Figueroa, CJ; Saito, K. Article ISI SCOPUS NEURAL NETWORKS (2005)
Genetic programming-based voice activity detection Becerra Yoma N.; Boric, N; Ramirez, JA Article ISI SCOPUS ELECTRONICS LETTERS (2005)
Intelligent web site: Understanding the visitor behavior Yasuda, H.; Aoki, T; Vera, E. Article ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2004)
On the computational power of max-min propagation neural networks Okabe, Y Article ISI SCOPUS NEURAL PROCESSING LETTERS (2004)
Genetic design of biologically inspired receptive fields for neural pattern recognition Salinas, CA; Valenzuela, PM Article ISI SCOPUS IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2003)
Genetic input selection to a neural classifier for defect classification of radiata pine boards Goles, E. Article ISI SCOPUS FOREST PRODUCTS JOURNAL (2003)
Power requirements for vibrotactile piezo-electric and electromechanical transducers Santibanez, AJ; Holzmann, CA Article ISI SCOPUS MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2003)
A scalable parallel algorithm for training a hierarchical mixture of neural experts Paugam-Moisy, H; Puzenat, D; Ugarte, M Article ISI PARALLEL COMPUTING (2002)
Classification of sleep stages in infants: A neuro fuzzy approach Heiss, JE; Holzmann, CA; Perez, JP Article ISI SCOPUS IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2002)
Polysomnographic pattern recognition for automated classification of sleep-waking states in infants Holzmann, CA; Perez, JP; Heiss, J; Garrido M.; Peirano P. Article ISI SCOPUS MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2002)


Ant Colony Optimization Algorithm for the Multiyear Transmission Network Expansion Planning ConferencePaper ISI SCOPUS (2018)
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding Huijsey P. ConferencePaper SCOPUS Proceedings of the International Joint Conference on Neural Networks (2018)
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection ConferencePaper SCOPUS Proceedings of the International Joint Conference on Neural Networks (2018)
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks BastÃas D.; Vilar D.R. ConferencePaper SCOPUS Proceedings of the International Joint Conference on Neural Networks (2018)
Linear Projection Method Based on Information Theoretic Learning Vera PA; Principe, JC ConferencePaper MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2010)
A Robust Nonlinear Projection Method Using the Neural Gas Network Chong, AM ConferencePaper 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 (2009)
Gamma SOM for Temporal Sequence Processing Hernández R. ConferencePaper MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2009)
Selecting the most influential nodes in social networks Vera P.; Saito, K. ConferencePaper ISI 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 (2007)
Color image segmentation using fuzzy min-max neural networks Flores, RJ ConferencePaper ISI 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 (2005)
Cross-entropy approach to data visualization based on the neural gas network Figueroa, CJ; Saito, K. ConferencePaper ISI 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 (2005)
Directional templates for real-time detection of coronal axis rotated faces Garate, PA ConferencePaper ISI ADVANCES IN OPTICAL AND MECHANICAL TECHNOLOGIES FOR TELESCOPES AND INSTRUMENTATION IV (2004)
Real-time iris detection on faces with coronal axis rotation Lazcano VA ConferencePaper ISI 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) (2004)
Fuzzy min-max neural network for image segmentation ConferencePaper ISI PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES (2003)
Real-time iris detection on rotated faces Lazcano VA ConferencePaper ISI ADVANCES IN OPTICAL AND MECHANICAL TECHNOLOGIES FOR TELESCOPES AND INSTRUMENTATION IV (2003)
Designing biologically inspired receptive fields for neural pattern recognition technology Salinas, CA; Estevez P. ConferencePaper ISI 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) (2002)


Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing Foreword EditorialMaterial ISI CLAUDIO MORAGA: A PASSION FOR MULTI-VALUED LOGIC AND SOFT COMPUTING (2017)
Special Issue on Advances in Self-organizing Maps Principe, JC EditorialMaterial ISI SCOPUS Neurocomputing (2015)


Fiscalización en Comercio Electrónico basada en Inteligencia Artificial mediante Análisis Multimodal de Texto e Imágenes Perez, Claudio A.; Estevez, Pablo Antonio Proyecto (2024)
SELF-SUPERVISED LEARNING METHODS FOR REPRESENTATION LEARNING AND ANOMALY DETECTION IN TIME SERIES: APPLICATIONS TO ASTRONOMY AND ELECTROENCEPHALOGRAPHY Estevez, Pablo A. Proyecto (2022)
Advances in ensemble classifiers, deep learning and information theoretic learning=> applications to big data in astronomy and EEG signals FONDECYT (1171678) Proyecto 2017-2021 Inv. Patrocinante
ADVANCES IN BIOMETRIC PATTERN RECOGNITION=> IRIS RECOGNITION INCLUDING DEPTH INFORMATION AND FACE CLASSIFICATION FOR VARYING POSE WITH IMPROVED ACTIVE APPERANCE MODELS FONDECYT (1161034) Proyecto 2016-2019 Coinvestigador(a)
NEW MACHINE LEARNING TOOLS FOR OBSERVATIONAL DATA ANALYSIS FONDECYT (3160747) Proyecto 2015-2018 Inv. Patrocinante
ADVANCED MACHINE LEARNING AND SIGNAL PROCESSING METHODS FOR TIME SERIES ANALYSIS=> APPLICATIONS TO ASTRONOMICAL LIGHT CURVES AND SLEEP EEG FONDECYT (1140816) Proyecto 2014-2017 Inv. Responsable
Big Data based Real Time Astronomy for the LSST Era PCI (DPI2014009) Proyecto 2014-2016 Inv. Principal
Instituto Milenio de Astrofísica Iniciativa Científica Milenio (IC12009) Proyecto 2014-2023 Coinvestigador(a)
SEGMENTACION, MODELAMIENTO Y CLASIFICACION DE ROCAS EN IMAGENES 3D FONDECYT (3140574) Proyecto 2013-2016 Inv. Patrocinante
Solar Energy Research Center FONDAP (15110019) Proyecto 2013-2022 Coinvestigador(a)
ADVANCED NEURAL NETWORKS AND INFORMATION THEORETIC LEARNING METHODS FOR TIME SERIES ANALYSIS=> APPLICATIONS TO ASTRONOMICAL LIGHT CURVES AND BIOMEDICAL SIGNALS FONDECYT (1110701) Proyecto 2011-2014 Inv. Responsable
NEW BIOMETRIC METHODS FOR FACE IDENTIFICATION BY ENHANCED FEATURE EXTRACTION-SELECTION AND MODEL FUSION FONDECYT (1120613) Proyecto 2011-2015 Coinvestigador(a)
RECONOCIMIENTO INTELIGENTE DE PATRONES POR VIDEO=> APLICACIONES EN VIGILANCIA Y MINERÍA FONDEF (D08I1060) Proyecto 2010-2013 Coinvestigador(a)
ADVANCED METHODS FOR MACHINE LEARNING AND PATTERN RECOGNITION BY USING INFORMATION THEORETIC LEARNING, SELF-ORGANIZING NEURAL NETWORKS AND EVOLUTIONARY COMPUTATION FONDECYT (1080643) Proyecto 2008-2011 Inv. Responsable
CRITICAL IMPROVEMENTS IN FACE-EYE DETECTION FOR REAL-TIME HUMAN-COMPUTER INTERACTION FONDECYT (1080593) Proyecto 2008-2011 Coinvestigador(a)
BIOMETRIA PARA VIGILANCIA INTELIGENTE POR VIDEO=> DETECCIÓN, SEGUIMIENTO, IDENTIFICACIÓN, Y DETERMINACIÓN DE COMPORTAMIENTO FONDEF (D04I1256) Proyecto 2006-2009 Coinvestigador(a)
FRONTERAS EN RECONOCIMIENTO DE PATRONES MEDIANTE REDES NEURONALES AUTO-ORGANIZATIVAS, TEORIA DE LA INFORMACION Y OPTIMIZACION POR ENJAMBRES DE PARTICULAS FONDECYT (1050751) Proyecto 2005-2008 Inv. Responsable
AVANCES EN INTERFACES HOMBRE-MAQUINA BASADAS EN PARAMETROS BIOMETRICOS FONDECYT (1040693) Proyecto 2004-2008 Coinvestigador(a)
DETECCION Y CLASIFICACION AUTOMATICA DE PATRONES EN POLISOMNOGRAMAS DE LACTANTES Y NIÑOS APLICANDO LOGICA DIFUSA Y TECNICAS NEURO-DIFUSAS FONDECYT (1030545) Proyecto 2003-2005 Coinvestigador(a)
INVESTIGACION APLICADA EN TECNOLOGIAS PARA INTERFASES HOMBRE-MAQUINA POR VOZ FONDEF (D02I1089) Proyecto 2003-2006 Coinvestigador(a)
REDES NEURONALES MAX-MIN=> CAPACIDAD DE REPRESENTACION Y APRENDIZAJE MEDIANTE PROGRAMACION LINEAL Y ALGORITMOS GENETICOS FONDECYT (1030924) Proyecto 2003-2005 Inv. Responsable
DESARROLLO DE MODELOS PARA FUSIÓN DE IMÁGENES Y USO DE LOCALIZADORES 6D=> HERRAMIENTAS DE APOYO AL DIAGNÓSTICO MÉDICO Y PROCEDIMIENTOS QUIRÚRGICOS FONDEF (D01I1035) Proyecto 2002-2004 Coinvestigador(a)
INTERFACES TACTILES=> ENERGIA Y TRANSFERENCIA DE INFORMACION FONDECYT (1020761) Proyecto 2002-2004 Coinvestigador(a)
SISTEMAS COMPLEJOS Y APLICACIONES INDUSTRIALES FONDEF (D99I1050) Proyecto 1999-2002 Coinvestigador(a)
OPTIMIZACIÓN DE REDES NEURONALES PARA TAREAS DE CLASIFICACION Y PREDICCION MEDIANTE ALGORITMOS GENETICOS FONDECYT (1980909) Proyecto 1998-2001 Inv. Responsable


A review of feature selection methods based on mutual information Vergara, JR Review ISI NEURAL COMPUTING & APPLICATIONS (2014)

Radostin Kurtev

Titular

Instituto de Física y Astronomía

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

Rodrigo Palma

Profesor Titular

Ingeniería Eléctrica

Universidad de Chile

SANTIAGO, Chile

Pablo Estevez

Profesor Titular

Departamento de Ingenieria Eléctrica

DEPTO. INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

Cecilia Okuma

INSTITUTO DE NEUROCIRUGÍA DR. ASENJO, SERVICIO DE NEURORRADIOLOGÍA

Santiago, Chile

Néstor Becerra

Full Professor

Electrical engineering

Universidad de Chile

Santiago, Chile

Márcio Catelan

Full Professor

Instituto de Astrofísica

PONTIFICIA UNIVERSIDAD CATÓLICA DE CHILE

Santiago, Chile

Francisco Forster

Profesor

Universidad de Chile

Santiago, Chile

Williams Calderón

Profesor Asociado

Ingeniería Mecánica

UNIVERSIDAD DE CHILE, FACULTAD DE CIENCIAS FISICAS Y MATEMATICAS, DEPARTAMENTO DE INGENIERIA MECANICA

Santiago, Chile

Claudio Perez

Profesor TItular

DEPARTAMENTO DE INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

Jorge Vergara

Profesor asociado

Informática y Computación

Universidad Tecnológica Metropolitana

Santiago, Chile

Sebastián Illanes

professor, Director of Reproductive Biology Laboratory

Medicine

UNIVERSIDAD DE LOS ANDES

Santiago, Chile

Gonzalo Ruz

Full Professor

Engineering and Sciences

Universidad Adolfo Ibáñez

Santiago, Chile

Marcos Orchard

Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

Jorge Silva

Associate Professor

Departamento de Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

Eric Goles

Full Professor

Facultad de Ingeniería y Ciencias

Universidad Adolfo Ibáñez

Santiago, Chile

Ricardo Munoz

Associate Professor

Astronomy

Universidad de Chile

Santiago, Chile

Patricia Arevalo

Profesor Adjunto (Associate Professor)

Instituto de Fisica y Astronomia

Universidad de Valparaíso

Valparaíso, Chile

Pablo Huijse

Profesor categoría III

Facultad de Ciencias de la Ingeniería

Universidad Austral de Chile

Valdivia, Chile

César Fuentes

Profesor Asistente

UNIVERSIDAD DE CHILE

Santiago, Chile

Guillermo Cabrera

Associate Professor

Department of Computer Science

Universidad de Concepción

Concepción, Chile

Juan Tapia

Senior Researcher

Informática

Hochschule Darmstadt

SANTIAGO, Alemania

Alvaro Rojas

Postdoctoral MAS researcher (area Milky Way and Local Group)

Millenium Institute of Astrophysics (working at Pontificia Universidad Católica de Chile)

Santiago, Chile

Leonel Medina

Profesor asistente

Ingeniería Informática

Universidad de Santiago de Chile

Santiago, Chile

Marcelo Cortés

PROFESOR ASOCIADO

INGENIERIA ELECTRICA

Universidad de Antofagasta

Antofagasta, Chile

Martin Adams

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

Alejandro Clocchiatti

Professor

Astrophysics

Pontificia Universidad Católica de Chile

Santiago, Chile

Luis Castillo

Distinguished Machine Learning Engineer

Falabella

Santiago, Chile

Jorge Reyes

Ingeniero de Investigación y Desarrollo

Centro de Energía

Universidad de Chile

Santiago, Chile

Felipe Valencia

Investigador

Ciencias Físicas y Matemáticas

Universidad de Chile

Santaigo, Chile

Francisco Galdames

Investigador asociado

AMTC - Universidad de Chile

Santiago, Chile

Juan Maureira

Scientist

Center for Mathematical Modeling

University of Chile

Santiago, Chile

Nayat Sánchez

Directora

Inria Chile

Santiago, Chile

Max Monckeberg

Profesor Investigador Asistente.

Ginecología Obstetricia y Biología de la Reproducción.

Universidad de Los Andes.

Santiago, Chile

Ricardo Alvarez

Profesor instructor

Ingeniería Eléctrica

Universidad Técnica Federico Santa María

Santiago, Chile

Leonardo Causa

Investigador

Centro I+D

TOC BIOMETRICS

Santiago, Chile

Jorge Littin

Profesor Asistente

Matemáticas

Universidad Católica del Norte

Antofagasta, Chile

Victor Pizarro

Docente e Investigador

Facultad de Ingeniería y Negocios

Universidad Adventista de Chile

Chillan, Chile

Giuliano Pignata

Associate professor

Universidad Andrés Bello

Santiago, Chile

Felipe Elorrieta

Bernardo Severino

Research Assistant

SENSE

Technische Universität Berlin

Berlin, Alemania

José Peña

Postdoctoral Fellowship

SERC-Chile

Santiago, Chile

Juan Pérez

Investigador

Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

Daniel Rojas

Investigador

Universidad de Chile

Santiago, Chile

Alejandra Plaza

Residente/ Investigador

Universidad de Los Andes

santiago, Chile

Vanel Lazcano

Lorena Hernandez

Postdoc

Universidad de Valparaíso

Valparaiso, Chile

Pablo Antonio Estevez Valencia

Líneas de Investigación

Educación

PhD Information Engineering, UNIVERSITY OF TOKYO. Japón, 1995

Ingeniero Civil Electricista, UNIVERSIDAD DE CHILE. Chile, 1981

MSc Information Engineering, UNIVERSITY OF TOKYO. Japón, 1992

Experiencia Académica

Profesor Titular Full Time

Profesor Asociado Full Time

Experiencia Profesional

Presidente Part Time

Formación de Capital Humano

Difusión y Transferencia

Premios y Distinciones

IEEE Fellow

Article (68)

ConferencePaper (15)

EditorialMaterial (2)

Proyecto (25)

Advances in ensemble classifiers, deep learning and information theoretic learning=> applications to big data in astronomy and EEG signals

ADVANCES IN BIOMETRIC PATTERN RECOGNITION=> IRIS RECOGNITION INCLUDING DEPTH INFORMATION AND FACE CLASSIFICATION FOR VARYING POSE WITH IMPROVED ACTIVE APPERANCE MODELS

NEW MACHINE LEARNING TOOLS FOR OBSERVATIONAL DATA ANALYSIS

ADVANCED MACHINE LEARNING AND SIGNAL PROCESSING METHODS FOR TIME SERIES ANALYSIS=> APPLICATIONS TO ASTRONOMICAL LIGHT CURVES AND SLEEP EEG

Big Data based Real Time Astronomy for the LSST Era

Instituto Milenio de Astrofísica

SEGMENTACION, MODELAMIENTO Y CLASIFICACION DE ROCAS EN IMAGENES 3D

Solar Energy Research Center

ADVANCED NEURAL NETWORKS AND INFORMATION THEORETIC LEARNING METHODS FOR TIME SERIES ANALYSIS=> APPLICATIONS TO ASTRONOMICAL LIGHT CURVES AND BIOMEDICAL SIGNALS

NEW BIOMETRIC METHODS FOR FACE IDENTIFICATION BY ENHANCED FEATURE EXTRACTION-SELECTION AND MODEL FUSION

RECONOCIMIENTO INTELIGENTE DE PATRONES POR VIDEO=> APLICACIONES EN VIGILANCIA Y MINERÍA

ADVANCED METHODS FOR MACHINE LEARNING AND PATTERN RECOGNITION BY USING INFORMATION THEORETIC LEARNING, SELF-ORGANIZING NEURAL NETWORKS AND EVOLUTIONARY COMPUTATION

CRITICAL IMPROVEMENTS IN FACE-EYE DETECTION FOR REAL-TIME HUMAN-COMPUTER INTERACTION

BIOMETRIA PARA VIGILANCIA INTELIGENTE POR VIDEO=> DETECCIÓN, SEGUIMIENTO, IDENTIFICACIÓN, Y DETERMINACIÓN DE COMPORTAMIENTO

FRONTERAS EN RECONOCIMIENTO DE PATRONES MEDIANTE REDES NEURONALES AUTO-ORGANIZATIVAS, TEORIA DE LA INFORMACION Y OPTIMIZACION POR ENJAMBRES DE PARTICULAS

AVANCES EN INTERFACES HOMBRE-MAQUINA BASADAS EN PARAMETROS BIOMETRICOS

DETECCION Y CLASIFICACION AUTOMATICA DE PATRONES EN POLISOMNOGRAMAS DE LACTANTES Y NIÑOS APLICANDO LOGICA DIFUSA Y TECNICAS NEURO-DIFUSAS

INVESTIGACION APLICADA EN TECNOLOGIAS PARA INTERFASES HOMBRE-MAQUINA POR VOZ

REDES NEURONALES MAX-MIN=> CAPACIDAD DE REPRESENTACION Y APRENDIZAJE MEDIANTE PROGRAMACION LINEAL Y ALGORITMOS GENETICOS

DESARROLLO DE MODELOS PARA FUSIÓN DE IMÁGENES Y USO DE LOCALIZADORES 6D=> HERRAMIENTAS DE APOYO AL DIAGNÓSTICO MÉDICO Y PROCEDIMIENTOS QUIRÚRGICOS

INTERFACES TACTILES=> ENERGIA Y TRANSFERENCIA DE INFORMACION

SISTEMAS COMPLEJOS Y APLICACIONES INDUSTRIALES

OPTIMIZACIÓN DE REDES NEURONALES PARA TAREAS DE CLASIFICACION Y PREDICCION MEDIANTE ALGORITMOS GENETICOS

Review (1)