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Jose Antonio Garcia Conejeros

Asociado

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

My research lines are in the area of Machine Learning, Artificial Intelligence, and Operations Research. My initiation fondecyt project consists of applying machine learning techniques to heuristic algorithms.

Matematicas, UNIVERSIDAD DE CHILE. Chile, 2014
Ingenieria Informatica, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2017
Bioquimico, UNIVERSIDAD DE CHILE. Chile, 1996
Matematicas, UNIVERSIDAD DE CHILE. Chile, 2007
Ciencias de la computación, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2018

Profesor Asociado Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Ingenieria

Valparaiso, Chile

2019 - At present

Gerente de Inteligencia Artificial Full Time

Telefonica

Santiago, Chile

2018 - 2019
Investigador Full Time

Telefonica

Santiago, Chile

2013 - 2017


A db-Scan Hybrid Algorithm: An Application to the Multidimensional Knapsack Problem Garcia, Jose; Moraga, Paola; Valenzuela, Matias; Pinto, Hernan Article ISI MATHEMATICS (2020)
A Hybrid k-Means Cuckoo Search Algorithm Applied to the Counterfort Retaining Walls Problem Garcia, Jose; Yepes, Victor; Marti, Jose, V Article ISI MATHEMATICS (2020)
Black Hole Algorithm for Sustainable Design of Counterfort Retaining Walls Yepes, Victor; Marti, Jose V.; Garcia, Jose Article ISI SUSTAINABILITY (2020)
Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem GarcÃa J.; Lalla-Ruiz E.; VoÃŸ S.; Droguett E.L. Article ISI SCOPUS International Journal of Machine Learning and Cybernetics (2020)
The Buttressed Walls Problem: An Application of a Hybrid Clustering Particle Swarm Optimization Algorithm Garcia, Jose; Marti, Jose, V; Yepes, Victor Article ISI MATHEMATICS (2020)
A clustering algorithm applied to the binarization of Swarm intelligence continuous metaheuristics Garcia, Jose; Crawford, Broderick; Soto, Ricardo; Astorga, Gino Article ISI SCOPUS SWARM AND EVOLUTIONARY COMPUTATION (2019)
A Db-Scan Binarization Algorithm Applied to Matrix Covering Problems GarcÃa J.; Moraga P.; Valenzuela M.; Crawford B.; Soto R.; Pinto H.; PeÃ±a A.; Altimiras F.; Astorga G. Article ISI SCOPUS COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2019)
A Binary Cuckoo Search Big Data Algorithm Applied to Large-Scale Crew Scheduling Problems Garcia, J; Altimiras, F; Pena, A; Astorga, G; Peredo, O Article ISI COMPLEXITY (2018)
A k-means binarization framework applied to multidimensional knapsack problem Garcia, J; Crawford, B; Soto, R; Castro, C; Paredes, F Article ISI APPLIED INTELLIGENCE (2018)
A Meta-Optimization Approach to Solve the Set Covering Problem Crawford, Broderick; Soto, Ricardo; Monfroy, Eric; Astorga, Gino; Garcia, Jose; Cortes, Enrique Article WOS-ESCI INGENIERIA (2018)
A Distributed K-Means Segmentation Algorithm Applied to Lobesia botrana Recognition García J.; Pope C.; Altimiras F. Article ISI SCOPUS COMPLEXITY (2017)
Putting Continuous Metaheuristics to Work in Binary Search Spaces Crawford, Broderick; Soto, Ricardo; astorga, gino; García, José; Castro, Carlos; Paredes, Fernando Article ISI SCOPUS COMPLEXITY (2017)
Urban Dynamic Estimation Using Mobile Phone Logs and Locally Varying Anisotropy Peredo, Oscar F.; Garcia, Jose A.; Stuven, Ricardo; Ortiz, Julian M.; GomezHernandez, JJ; RodrigoIlarri, J; RodrigoClavero, ME; Cassiraga, E; VargasGuzman, JA Article ISI GEOSTATISTICS VALENCIA 2016 (2017)
Sensing Urban Patterns with Antenna Mappings: The Case of Santiago, Chile Graells-Garrido, E; Peredo, O; Garcia, J Article ISI SCOPUS SENSORS (2016)
Localization results for zero order pseudodifferential operators García J.; Mantoiu, M. Article ISI SCOPUS JOURNAL OF PSEUDO-DIFFERENTIAL OPERATORS AND APPLICATIONS (2014)


A Percentile Transition Ranking Algorithm Applied to Binarization of Continuous Swarm Intelligence Metaheuristics Garcia, J; Crawford, B; Soto, R; Astorga, G ConferencePaper ISI SCOPUS INFORMATION TECHNOLOGY: NEW GENERATIONS (2018)
A Percentile Transition Ranking Algorithm Applied to Knapsack Problem Garcia, J; Crawford, B; Soto, R; Astorga, G ConferencePaper ISI SCOPUS INFORMATION TECHNOLOGY: NEW GENERATIONS (2018)
A Meta-Optimization Approach for Covering Problems in Facility Location Crawford B.; Soto R.; Monfroy E.; Astorga G.; García J.; Cortés E. ConferencePaper ISI SCOPUS COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE (2017)
A multi dynamic binary black hole algorithm applied to set covering problem García J.; Crawford B.; Soto R.; García P. ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2017)
Visual exploration of urban dynamics using mobile data Graells-Garrido, E; García J. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)