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Héctor-Gabriel Acosta-Mesa
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2020 – today
- 2024
- [j20]José Antonio Fuentes-Tomás
, Efrén Mezura-Montes
Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation. IEEE Trans. Evol. Comput. 28(3): 597-607 (2024) - [c34]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: 1-8 - [c33]David Herrera-Sánchez
Shifting Color Space for Image Classification using Genetic Programming. GECCO Companion 2024: 283-286 - [c32]José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. MCPR 2024: 377-386 - [e1]Efrén Mezura-Montes
Pattern Recognition - 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings. Lecture Notes in Computer Science 14755, Springer 2024, ISBN 978-3-031-62835-1 [contents] - 2023
- [j19]Gutierrez-Portela Fernando
Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI). IEEE Access 11: 70542-70559 (2023) - [c31]Jesús-Arnulfo Barradas-Palmeros
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution. MCPR 2023: 58-68 - [c30]Adriana Laura López-Lobato
Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution. WILE/HIS/CIAPP@MICAI 2023: 315-325 - [c29]Carlos-Alberto López-Herrera
A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters. WILE/HIS/CIAPP@MICAI 2023: 337-348 - [c28]David Herrera-Sánchez
Auto Machine Learning Based on Genetic Programming for Medical Image Classification. WILE/HIS/CIAPP@MICAI 2023: 349-359 - [c27]Aldo Márquez-Grajales
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: 360-372 - [c26]José-Luis Morales-Reyes
Estimation of Anthocyanins in Homogeneous Bean Landraces Using Neuroevolution. WILE/HIS/CIAPP@MICAI 2023: 373-384 - [c25]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: 397-408 - [c24]Jesús-Arnulfo Barradas-Palmeros
Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution. WILE/HIS/CIAPP@MICAI 2023: 409-421 - [c23]Isidro Vargas-Moreno
Computational Learning in Behavioral Neuropharmacology. WILE/HIS/CIAPP@MICAI 2023: 422-431 - [c22]Sonia Lilia Mestizo Gutiérrez
Analysis of Proteins in Microscopic Skin Images Using Machine Vision Techniques as a Tool for Detecting Alzheimer's Disease. WILE/HIS/CIAPP@MICAI 2023: 432-438 - 2022
- [j18]Adriana Laura López-Lobato
Quantification of the presence of enzymes in gelatin zymography using the Gini index. J. Bioinform. Comput. Biol. 20(6): 2250025:1-2250025:21 (2022) - [j17]Rafael Muñoz-Cervantes, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
Balanceo de clases mediante evolución diferencial. Res. Comput. Sci. 151(6): 187-199 (2022) - [j16]Gustavo Adolfo Vargas Hakim
A Review on Convolutional Neural Network Encodings for Neuroevolution. IEEE Trans. Evol. Comput. 26(1): 12-27 (2022) - 2021
- [j15]Aldo Márquez-Grajales
Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns. Biomed. Signal Process. Control. 69: 102918 (2021) - [c21]Aarón Jiménez-Aparicio, Efrén Mezura-Montes
Evolutionary Algorithms for Searching Almost-Equienergetic Graphs. CEC 2021: 1093-1098 - [c20]Juan-Antonio Rodríguez-de-la-Cruz
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images. CEC 2021: 2226-2233 - [c19]Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes
Hybrid encodings for neuroevolution of convolutional neural networks: a case study. GECCO Companion 2021: 1762-1770 - 2020
- [j14]Aldo Márquez-Grajales
A multi-breakpoints approach for symbolic discretization of time series. Knowl. Inf. Syst. 62(7): 2795-2834 (2020) - [j13]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): 65-73 (2020)
2010 – 2019
- 2019
- [j12]Efrén Juárez-Castillo
Adaptive boundary constraint-handling scheme for constrained optimization. Soft Comput. 23(17): 8247-8280 (2019) - 2018
- [j11]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): 1860004:1-1860004:20 (2018) - 2017
- [j10]Karina Gutiérrez-Fragoso
Optimization of Classification Strategies of Acetowhite Temporal Patterns towards Improving Diagnostic Performance of Colposcopy. Comput. Math. Methods Medicine 2017: 5989105:1-5989105:10 (2017) - [j9]Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Juan Fernández-Ruiz
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): 661-677 (2017) - [j8]Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes
Improved multi-objective clustering with automatic determination of the number of clusters. Neural Comput. Appl. 28(8): 2255-2275 (2017) - [j7]Xavier Limón, Alejandro Guerra-Hernández
A Windowing strategy for Distributed Data Mining optimized through GPUs. Pattern Recognit. Lett. 93: 23-30 (2017) - [c18]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: 604-611 - [c17]Nancy Pérez-Castro
Full Model Selection issue in temporal data through evolutionary algorithms: A brief review. CEC 2017: 2451-2457 - 2016
- [c16]Aldo Márquez-Grajales
Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns. CEC 2016: 3863-3870 - 2015
- [c15]Xavier Limón, Alejandro Guerra-Hernández
A Windowing based GPU optimized strategy for the induction of Decision Trees in JaCa-DDM. CCIA 2015: 100-109 - [c14]Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes
A Performance Prediction Model for Database Environments: A Preliminary Analysis. HPCC/CSS/ICESS 2015: 1707-1712 - 2014
- [j6]Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. J. Biomed. Informatics 49: 73-83 (2014) - [c13]Ángel Juan Sánchez-García, Homero Vladimir Ríos-Figueroa
Tracking and prediction of motion of segmented regions using the Kalman filter. CONIELECOMP 2014: 88-93 - 2013
- [j5]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
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. Comput. Math. Methods Medicine 2013: 264246:1-264246:10 (2013) - [j4]Efrén Mezura-Montes
An Image Registration Method for Colposcopic Images. Comput. Math. Methods Medicine 2013: 285962:1-285962:10 (2013) - 2012
- [c12]Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. MICAI (1) 2012: 419-431 - 2011
- [c11]Candy Obdulia Sosa Jimenez, Héctor-Gabriel Acosta-Mesa, Genaro Rebolledo-Mendez
Classification of cognitive states of attention and relaxation using supervised learning algorithms. IGIC 2011: 31-34 - [c10]Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
Times Series Discretization Using Evolutionary Programming. MICAI (2) 2011: 225-234
2000 – 2009
- 2009
- [j3]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks. Appl. Soft Comput. 9(4): 1331-1342 (2009) - [j2]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): 778-784 (2009) - [c9]Daniel-Alejandro García-López, Héctor-Gabriel Acosta-Mesa:
Discretization of Time Series Dataset with a Genetic Search. MICAI 2009: 201-212 - 2007
- [j1]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
Diagnosis of breast cancer using Bayesian networks: A case study. Comput. Biol. Medicine 37(11): 1553-1564 (2007) - [c8]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: 548-555 - [p2]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
Comparison of the Performance of Seven Classifiers as Effective Decision Support Tools for the Cytodiagnosis of Breast Cancer: A Case Study. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 79-87 - [p1]Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Humberto Carrillo-Calvet
On the Possibility of Reliably Constructing a Decision Support System for the Cytodiagnosis of Breast Cancer. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 337-345 - 2006
- [c7]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: 706-715 - [c6]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: 622-631 - [c5]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: 494-504 - 2005
- [c4]Héctor-Gabriel Acosta-Mesa, Homero V. Ríos-Figueroa
Cervical Cancer Detection Using Colposcopic Images: a Temporal Approach. ENC 2005: 158-164 - [c3]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: 306-313 - 2004
- [c2]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: 572-581
1990 – 1999
- 1998
- [c1]Guillermo de Jesús Hoyos-Rivera, Esther Martínez González, Homero V. Ríos-Figueroa
Specification and Control of Cooperative Work in a Heterogeneous Computing Environment. Heterogeneous Computing Workshop 1998: 102-114
Coauthor Index
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last updated on 2024-10-07 21:25 CEST by the dblp team
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