Omar Ávalos

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Search Algorithm

Evolutionary Computation

Parameter Identification

Image Segmentation

Top Venues

Neural Comput. Appl.

Expert Syst. Appl.

Computación y Sistemas

Publications

Omar Ávalos, Eduardo H. Haro, Octavio Camarena, Primitivo Díaz
Improved crow search algorithm for optimal flexible manufacturing process planning. Expert Syst. Appl. 235 (2024)
Nayeli Areli Pérez-Padilla, Rodolfo Garcia-Sanchez, Omar Ávalos, Jorge Gálvez, Minglei Bian, Liang Yu, Yimin Shu, Ming Feng, Frank D. Yelian
Optimizing trigger timing in minimal ovarian stimulation for In Vitro fertilization using machine learning models with random search hyperparameter tuning. Comput. Biol. Medicine 179 (2024)
Héctor Escobar-Cuevas, Erik Cuevas, Karla Avila, Omar Ávalos
An advanced initialization technique for metaheuristic optimization: a fusion of Latin hypercube sampling and evolutionary behaviors. Comput. Appl. Math. 43 (4) (2024)
Ángel Chavarin, Erik Cuevas, Omar Ávalos, Jorge Gálvez, Marco Antonio Pérez Cisneros
Contrast Enhancement in Images by Homomorphic Filtering and Cluster-Chaotic Optimization. IEEE Access 11 (2023)
Eduardo H. Haro, Omar Ávalos, Octavio Camarena, Erik Cuevas
An accurate flexible process planning using an adaptive genetic algorithm. Neural Comput. Appl. 35 (9) (2023)
Omar Ávalos, Ernesto Ayala, Fernando Wario, Marco A. Pérez Cisneros
An accurate Cluster chaotic optimization approach for digital medical image segmentation. Neural Comput. Appl. 33 (16) (2021)
Erik Cuevas, Jorge Gálvez, Omar Ávalos, Ángel Chavarin
A mean shift segmentation scheme using several pixel characteristics. Comput. Electr. Eng. 90 (2021)
Jorge Gálvez, Erik Cuevas, Héctor M. Becerra, Omar Ávalos
A hybrid optimization approach based on clustering and chaotic sequences. Int. J. Mach. Learn. Cybern. 11 (2) (2020)
Omar Ávalos, Erik Valdemar Cuevas Jiménez, Arturo Valdivia-Gonzalez, Jorge Gálvez, Salvador Hinojosa, Daniel Zaldivar, Diego Oliva
A Comparative Study of Evolutionary Computation Techniques for Solar Cells Parameter Estimation. Computación y Sistemas 23 (1) (2019)
Jorge Gálvez, Erik Cuevas, Salvador Hinojosa, Omar Ávalos, Marco A. Pérez Cisneros
A reactive model based on neighborhood consensus for continuous optimization. Expert Syst. Appl. 121 (2019)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Correction to: Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm. Neural Comput. Appl. 29 (8) (2018)
Salvador Hinojosa, Omar Ávalos, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Jorge Gálvez
Unassisted thresholding based on multi-objective evolutionary algorithms. Knowl. Based Syst. 159 (2018)
Jorge Gálvez, Erik Cuevas, Omar Ávalos, Diego Oliva, Salvador Hinojosa
Electromagnetism-like mechanism with collective animal behavior for multimodal optimization. Appl. Intell. 48 (9) (2018)
Salvador Hinojosa, Omar Ávalos, Jorge Gálvez, Diego Oliva, Erik Cuevas, Marco A. Pérez Cisneros
Remote sensing imagery segmentation based on multi-objective optimization algorithms. LA-CCI (2018)
Erik Cuevas, Primitivo Díaz, Omar Ávalos, Daniel Zaldivar, Marco A. Pérez Cisneros
Nonlinear system identification based on ANFIS-Hammerstein model using Gravitational search algorithm. Appl. Intell. 48 (1) (2018)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm. Neural Comput. Appl. 29 (8) (2018)
Diego Oliva, Salvador Hinojosa, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Cross entropy based thresholding for magnetic resonance brain images using Crow Search Algorithm. Expert Syst. Appl. 79 (2017)
Erik Cuevas, Jorge Gálvez, Omar Ávalos
Parameter Estimation for Chaotic Fractional Systems by Using the Locust Search Algorithm. Computación y Sistemas 21 (2) (2017)
Jorge Gálvez, Erik Cuevas, Omar Ávalos
Flower Pollination Algorithm for Multimodal Optimization. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Omar Ávalos, Erik Cuevas, Jorge Gálvez
Induction Motor Parameter Identification Using a Gravitational Search Algorithm. Comput. 5 (2) (2016)
Erik Cuevas, Jorge Gálvez, Salvador Hinojosa, Omar Ávalos, Daniel Zaldivar, Marco A. Pérez Cisneros
A Comparison of Evolutionary Computation Techniques for IIR Model Identification. J. Appl. Math. 2014 (2014)