Héctor-Gabriel Acosta-Mesa

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 35

Top Topics

Differential Evolution

Top Venues

WILE/HIS/CIAPP@MICAI

IEEE Trans. Evol. Comput.

Publications

José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. MCPR (2024)
José Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales
Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation. IEEE Trans. Evol. Comput. 28 (3) (2024)
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Rafael Rivera-López, Héctor-Gabriel Acosta-Mesa
Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution. CEC (2024)
David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Aldo Márquez-Grajales
Shifting Color Space for Image Classification using Genetic Programming. GECCO Companion (2024)
Gutierrez-Portela Fernando, Harold Brayan Arteaga-Arteaga, Florina Almenárez Mendoza, Liliana Calderón-Benavides, Héctor-Gabriel Acosta-Mesa, Reinel Tabares-Soto
Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI). IEEE Access 11 (2023)
José Antonio Fuentes-Tomás, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez
Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images. WILE/HIS/CIAPP@MICAI (2023)
Adriana Laura López-Lobato, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution. WILE/HIS/CIAPP@MICAI (2023)
Sonia Lilia Mestizo Gutiérrez, Héctor-Gabriel Acosta-Mesa, Francisco García-Ortega, María Esther Jiménez-Cataño
Analysis of Proteins in Microscopic Skin Images Using Machine Vision Techniques as a Tool for Detecting Alzheimer's Disease. WILE/HIS/CIAPP@MICAI (2023)
Jesús-Arnulfo Barradas-Palmeros, Rafael Rivera-López, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution. WILE/HIS/CIAPP@MICAI (2023)
Aldo Márquez-Grajales, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Fernando Salas-Martínez
Use of a Surrogate Model for Symbolic Discretization of Temporal Data Sets Through eMODiTS and a Training Set with Varying-Sized Instances. WILE/HIS/CIAPP@MICAI (2023)
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Rafael Rivera-López
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution. MCPR (2023)
David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Auto Machine Learning Based on Genetic Programming for Medical Image Classification. WILE/HIS/CIAPP@MICAI (2023)
Isidro Vargas-Moreno, Héctor-Gabriel Acosta-Mesa, Juan Francisco Rodríguez-Landa, Martha Lorena Avendaño-Garrido, Socorro Herrera-Meza
Computational Learning in Behavioral Neuropharmacology. WILE/HIS/CIAPP@MICAI (2023)
José-Luis Morales-Reyes, Elia-Nora Aquino-Bolaños, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales
Estimation of Anthocyanins in Homogeneous Bean Landraces Using Neuroevolution. WILE/HIS/CIAPP@MICAI (2023)
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters. WILE/HIS/CIAPP@MICAI (2023)
Rafael Muñoz-Cervantes, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
Balanceo de clases mediante evolución diferencial. Res. Comput. Sci. 151 (6) (2022)
Adriana Laura López-Lobato, Martha Lorena Avendaño-Garrido, Héctor-Gabriel Acosta-Mesa, Clara Luz Sampieri, Víctor Hugo Sandoval Lozano
Quantification of the presence of enzymes in gelatin zymography using the Gini index. J. Bioinform. Comput. Biol. 20 (6) (2022)
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
A Review on Convolutional Neural Network Encodings for Neuroevolution. IEEE Trans. Evol. Comput. 26 (1) (2022)
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez, Nancy Pérez-Castro, Adan E. Aguilar-Justo, Fernando Salas-Martínez
Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns. Biomed. Signal Process. Control. 69 (2021)
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
Hybrid encodings for neuroevolution of convolutional neural networks: a case study. GECCO Companion (2021)
Aarón Jiménez-Aparicio, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
Evolutionary Algorithms for Searching Almost-Equienergetic Graphs. CEC (2021)
Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images. CEC (2021)
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Mario Graff
A multi-breakpoints approach for symbolic discretization of time series. Knowl. Inf. Syst. 62 (7) (2020)
Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa
Towards a Transfer Learning Strategy in Full Model Selection Algorithm for Temporal Data Mining. Res. Comput. Sci. 149 (3) (2020)
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Adaptive boundary constraint-handling scheme for constrained optimization. Soft Comput. 23 (17) (2019)
Diana M. Sánchez-Silva, Héctor-Gabriel Acosta-Mesa, Tania Romo-González
Semi-Automatic Analysis for Unidimensional Immunoblot Images to Discriminate Breast Cancer Cases Using Time Series Data Mining. Int. J. Pattern Recognit. Artif. Intell. 32 (1) (2018)
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Homero Vladimir Ríos-Figueroa
Improved multi-objective clustering with automatic determination of the number of clusters. Neural Comput. Appl. 28 (8) (2017)
Karina Gutiérrez-Fragoso, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Optimization of Classification Strategies of Acetowhite Temporal Patterns towards Improving Diagnostic Performance of Colposcopy. Comput. Math. Methods Medicine 2017 (2017)
Nancy Pérez-Castro, Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Full Model Selection issue in temporal data through evolutionary algorithms: A brief review. CEC (2017)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
A Windowing strategy for Distributed Data Mining optimized through GPUs. Pattern Recognit. Lett. 93 (2017)
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Juan Fernández-Ruiz, Nicandro Cruz-Ramírez
A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states. Intell. Data Anal. 21 (3) (2017)
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spaces. CEC (2017)
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez
Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns. CEC (2016)
Xavier Limón, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Francisco Grimaldo
A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM. CCIA (2015)
Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa
A Performance Prediction Model for Database Environments: A Preliminary Analysis. HPCC/CSS/ICESS (2015)
Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. J. Biomed. Informatics 49 (2014)
Ángel Juan Sánchez-García, Homero Vladimir Ríos-Figueroa, Antonio Marín-Hernández, Héctor-Gabriel Acosta-Mesa
Tracking and prediction of motion of segmented regions using the Kalman filter. CONIELECOMP (2014)
Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Maria Yaneli Ameca-Alducin, Enrique Martín-Del-Campo-Mena, Héctor-Gabriel Acosta-Mesa, Nancy Pérez-Castro, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Rocío-Erandi Barrientos-Martínez
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. Comput. Math. Methods Medicine 2013 (2013)
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Ramírez-Garcés Darío-del-Sinaí, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
An Image Registration Method for Colposcopic Images. Comput. Math. Methods Medicine 2013 (2013)
Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Enrique Martín-Del-Campo-Mena, Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. MICAI (1) (2012)
Candy Obdulia Sosa Jimenez, Héctor-Gabriel Acosta-Mesa, Genaro Rebolledo-Mendez, Sara de Freitas
Classification of cognitive states of attention and relaxation using supervised learning algorithms. IGIC (2011)
Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Times Series Discretization Using Evolutionary Programming. MICAI (2) (2011)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
Aceto-white temporal pattern classification using k-NN to identify precancerous cervical lesion in colposcopic images. Comput. Biol. Medicine 39 (9) (2009)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Rocío-Erandi Barrientos-Martínez
Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks. Appl. Soft Comput. 9 (4) (2009)
Daniel-Alejandro García-López, Héctor-Gabriel Acosta-Mesa
Discretization of Time Series Dataset with a Genetic Search. MICAI (2009)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet, Luis-Alonso Nava-Fernández, Rocío-Erandi Barrientos-Martínez
Diagnosis of breast cancer using Bayesian networks: A case study. Comput. Biol. Medicine 37 (11) (2007)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez, Daniel-Alejandro García-López
Modeling Aceto-White Temporal Patterns to Segment Colposcopic Images. IbPRIA (2) (2007)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
How Good Are the Bayesian Information Criterion and the Minimum Description Length Principle for Model Selection? A Bayesian Network Analysis. MICAI (2006)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández
Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks. CIARP (2006)
Miriam Martinez-Arroyo, Luis Enrique Sucar, Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez
Bayesian Model Combination and Its Application to Cervical Cancer Detection. IBERAMIA-SBIA (2006)
Héctor-Gabriel Acosta-Mesa, Homero V. Ríos-Figueroa, Nicandro Cruz-Ramírez, Antonio Marín-Hernández, Barbara Zitová, Rodolfo Hernández-Jiménez, Bertha E. Cocotle-Ronzon, Efrain Hernandez-Galicia
Cervical Cancer Detection Using Colposcopic Images: a Temporal Approach. ENC (2005)
Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Juan Efrain Rojas-Marcial, Luis-Alonso Nava-Fernández
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data. ENC (2005)
Héctor-Gabriel Acosta-Mesa, Nicandro Cruz-Ramírez, John P. Frisby, Ying Zheng, David Buckley, Janet Morris, John E. W. Mayhew
Digital Image Processing of Functional Magnetic Resonance Images to Identify Stereo-Sensitive Cortical Regions Using Dynamic Global Stimuli. IBERAMIA (2004)
Guillermo de Jesús Hoyos-Rivera, Esther Martínez González, Homero V. Ríos-Figueroa, Víctor Germán Sánchez-Arias, Héctor-Gabriel Acosta-Mesa, Noé Lopez-Benitez
Specification and Control of Cooperative Work in a Heterogeneous Computing Environment. Heterogeneous Computing Workshop (1998)