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E

Efrén Mezura‐Montes

artificial intelligence research institute

36H-index
287Paper Count
8.4KCitation Count
Published Papers 39
Publication Date
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A Novel Cooperative Co-Evolutionary Algorithm for Large-Scale Constrained Optimization
errCOMPUTER SCIENCE-CACIC 2024
IF0
err2026-01-01
err0
PREAI
errPaz, Fabiola; Leguizamon, Guillermo; Mezura-Montes, Efren
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Optimization of LSTM networks through neuroevolution for drought forecasting in Mexico
errTheoretical and Applied Climatology
IF2.7
err2025-10-09
err0
PREAI
errRamiro Villegas-Vega; Aldo Márquez-Grajales; Efrén Mezura-Montes; Fernando Salas-Martínez; Manuel Alejandro Ojeda-Misses; Claudia Romo-Gómez
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Special section: Best papers of the 16th Mexican conference on pattern recognition (MCPR) 2024
errPattern Recognition Letters
IF3.3
err2025-07-16
err0
PREAI
errEfrén Mezura-Montes; Héctor Gabriel Acosta-Mesa; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez-Trinidad; José Arturo Olvera-López
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Predicting Drug Resistance in Mycobacterium tuberculosis: A Machine Learning Approach to Genomic Mutation Analysis
errDIAGNOSTICS
IF3.3
err2025-01-24
err0
errOAAI
errParedes-Gutierrez, Guillermo; Perea-Jacobo, Ricardo; Acosta-Mesa, Hector-Gabriel; Mezura-Montes, Efren; Morales Reyes, Jose Luis; Zenteno-Cuevas, Roberto; Guerrero-Chevannier, Miguel-angel; Muniz-Salazar, Raquel; Flores, Dora-Luz
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Use and Comparison of Machine Learning Techniques to Discern the Protein Patterns of Autoantibodies Present in Women with and without Breast Pathology
errJOURNAL OF PROTEOME RESEARCH
IF3.6
err2024-12-19
err1
errOAAI
errLlaguno-Roque, Jose-Luis; Barrientos-Martinez, Rocio-Erandi; Acosta-Mesa, Hector-Gabriel; Barranca-Enriquez, Antonia; Mezura-Montes, Efren; Romo-Gonzalez, Tania
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Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2024-06-01
err2
PREAI
errFuentes-Tomas, Jose-Antonio; Mezura-Montes, Efren; Acosta-Mesa, Hector-Gabriel; Marquez-Grajales, Aldo
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Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-05-31
err0
errOAAI
errMolina-Perez, Daniel; Portilla-Flores, Edgar Alfredo; Mezura-Montes, Efren; Vega-Alvarado, Eduardo; Calva-Yanez, Maria Barbara
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Application of the performance of machine learning techniques as support in the prediction of school dropout
errSCIENTIFIC REPORTS
IF3.9
err2024-02-17
err2
errOAAI
errJimenez-Gutierrez, Auria Lucia; Mota-Hernandez, Cinthya Ivonne; Mezura-Montes, Efren; Alvarado-Corona, Rafael
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errSave
A differential evolution algorithm for solving mixed-integer nonlinear programming problems
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-02-01
err7
PREAI
errMolina-Perez, Daniel; Mezura-Montes, Efren; Portilla-Flores, Edgar Alfredo; Vega-Alvarado, Eduardo; Calva-Yanez, Barbara
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Multiobjective Bilevel Optimization: A Survey of the State-of-the-Art
errieee transactions on cybernetics
IF8.7
err2023-09-01
err19
PREAI
errMejia-de-Dios, Jesus-Adolfo; Rodriguez-Molina, Alejandro; Mezura-Montes, Efren
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A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2022-12-09
err43
errOAAI
errRahimi, Iman; Gandomi, Amir H.; Chen, Fang; Mezura-Montes, Efren
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errSave
Spectral Richness PSO algorithm for parameter identification of dynamical systems under non-ideal excitation conditions
errAPPLIED SOFT COMPUTING
IF6.6
err2022-10-01
err9
PREAI
errCortez, Ricardo; Garrido, Ruben; Mezura-Montes, Efren
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errSave
Event-triggered control optimal tuning through bio-inspired optimization in robotic manipulators
errISA TRANSACTIONS
IF6.5
err2022-09-01
err3
PREAI
errBenitez-Garcia, Saul Enrique; Villarreal-Cervantes, Miguel Gabriel; Mezura-Montes, Efren
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Induction of decision trees as classification models through metaheuristics br
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2022-03-01
err31
PREAI
errRivera-Lopez, Rafael; Canul-Reich, Juana; Mezura-Montes, Efren; Cruz-Chavez, Marco Antonio
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errSave
A Review on Convolutional Neural Network Encodings for Neuroevolution
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-02-01
err30
PREAI
errVargas-Hakim, Gustavo-Adolfo; Mezura-Montes, Efren; Acosta-Mesa, Hector-Gabriel
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errSave
Pseudo-feasible solutions in evolutionary bilevel optimization: Test problems and performance assessment
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2022-01-01
err3
PREAI
errMejia-de-Dios, Jesus-Adolfo; Mezura-Montes, Efren; Toledo-Hernandez, Porfirio
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Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2021-08-01
err2
PREAI
errMarquez-Grajales, Aldo; Gabriel Acosta-Mesa, Hector; Mezura-Montes, Efren; Hernandez-Jimenez, Rodolfo; Perez-Castro, Nancy; Enrique Aguilar-Justo, Adan; Salas-Martinez, Fernando
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Adaptive Controller Tuning Method Based on Online Multiobjective Optimization: A Case Study of the Four-Bar Mechanism
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2021-03-01
err13
PREAI
errRodriguez-Molina, Alejandro; Villarreal-Cervantes, Miguel G.; Mezura-Montes, Efren; Aldape-Perez, Mario
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Variation Operators for Grouping Genetic Algorithms: A Review
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-02-01
err35
PREAI
errRamos-Figueroa, Octavio; Quiroz-Castellanos, Marcela; Mezura-Montes, Efren; Kharel, Rupak
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Automated parameter tuning as a bilevel optimization problem solved by a surrogate-assisted population-based approach
errAPPLIED INTELLIGENCE
IF3.5
err2021-01-22
err9
PREAI
errMejia-de-Dios, Jesus-Adolfo; Mezura-Montes, Efren; Quiroz-Castellanos, Marcela
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Research Directions

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Co-authors
Cooperation Journals
A
Amir H. Gandomi
H-index: 107 · Papers: 844
C
Carlos A. Coello Coello
H-index: 93 · Papers: 814
F
Fang Chen
H-index: 70 · Papers: 1.2K
E
Erik Cuevas
H-index: 50 · Papers: 503
O
Oliver Schütze
H-index: 32 · Papers: 183
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