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2021
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- Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, H. G., Efrén Mezura-Montes, Fernando Arámbula Cosío, Borís Escalante-Ramírez, & Jimena Olveres Montiel. (2021, December). «Evolution of conditional-GANs for the synthesis of chest x-ray images». In 17th International Symposium on Medical Information Processing and Analysis (Vol. 12088, pp. 85-94). SPIE.
- Gustavo-Adolfo Vargas-Hákim, Efrén Mezura-Montes, and Héctor-Gabriel Acosta-Mesa (2021, July).» Hybrid encodings for neuroevolution of convolutional neural networks: a case study». In Proceedings of the Genetic and Evolutionary Computation Conference Companion (pp. 1762-1770).
- Juan-Antonio Rodríguez-de-la-Cruz, Acosta-Mesa Héctor-Gabriel and Efrén Mezura-Montes. «Evolution of generative adversarial networks using PSO for synthesis of covid-19 chest x-ray images.», 2021 IEEE Congress on Evolutionary Computation (CEC). IEEE, 2021. p. 2226-2233.
- Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, and Efrén Mezura-Montes. «Spiking Neural Networks Codification using Bio-Inspired Computation.»,3rd Workshop on New Trends in Computational Intelligence and Applications, CIAPP 2021
- José Luis Morales Reyes, Héctor Gabriel Acosta Mesa, Elia Nora Aquino Bolaños, Socorro Herrera Meza, Nicandro Cruz Ramírez, José Luis Chávez Servia. «Classification of Bean (Phaseolus vulgaris L.) Landraces with Heterogeneous Seed Color using a Probabilistic Representation.» 2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC). Vol. 5. pp. 1-7, IEEE, 2021.
- Isidro Vargas Moreno, Martha Lorena Avendaño Garrido, Héctor Gabriel Acosta Mesa, Rafael Fernández Demeneghi, Juan Francisco Rodríguez Landa, Socorro Herrera Meza. «Application of Supervised Machine Learning Models for the Identification of the Anxiolytic-like Effect Produced by Progesterone in Wistar Rats.» 2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC). Vol. 5. pp. 1-6, IEEE, 2021.
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2017
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- Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, «An adaptive symbolic discretization scheme for the classification of temporal datasets using NSGA-II», 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), Ixtapa, 2017, pp. 1-8. doi: 10.1109/ROPEC.2017.8261674
- 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
- Nancy Pérez-Castro, Aldo Marquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, «Full Model Selection issue in temporal data through evolutionary algorithms: A brief review». CEC 2017: 2451-2457
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2016
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- Aldo Marquez-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: 3863-3870
- N. Pérez-Castro, H. G. Acosta-Mesa, E. Mezura-Montes and H. J. Escalante, «Multi-objective Full Model Selection in temporal databases: Optimizing time and performance», 2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), Ixtapa, 2016, pp. 1-6.
doi: 10.1109/ROPEC.2016.7830617
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2015
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- 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: 100-109
- 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: 1707-1712
- N. Pérez-Castro, H. G. Acosta-Mesa, E. Mezura-Montes and N. Cruz-Ramírez, «Towards the Full Model Selection in temporal databases by using micro-differential evolution. An empirical study». 2015 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), Ixtapa, 2015, pp. 1-6. doi: 10.1109/ROPEC.2015.7395161
- E. M. Novoa-Del-Toro, H. G. Acosta-Mesa, J. Fernández-Ruiz and N. Cruz-Ramírez, «Applied Machine Learning to Identify Alzheimer’s Disease through the Analysis of Magnetic Resonance Imaging», 2015 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, 2015, pp. 577-582. doi: 10.1109/CSCI.2015.143
- F. Arámbula Cosío, Hèctor G. Acosta, Edgar Conde, «Improved edge detection for object segmentation in ultrasound images using Active Shape Models», Proc. SPIE 9287, 10th International Symposium on Medical Information Processing and Analysis, 928714 (28 January 2015); doi: 10.1117/12.2070559; http://dx.doi.org/10.1117/12.2070559
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2014
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- 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: 88-93
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2012
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- Víctor Ricardo Cruz Alvarez, Enrique Hidalgo Peña, Héctor Gabriel Acosta Mesa.«A line follower robot implementation using Lego´s Mindstorms Kit and Q-Learning «. Acta Universitaria: Dirección de apoyo a la investigación y al posgrado. Mexican International Conference on Computer Science 2012 (ENC 2012). ISSN: 0188-6266. Vol. 22(NE-1). Marzo 2012. 600 ejemplares, pág. 113-118. (2012)
- Ameca Alducín María Yaneli, Cruz Ramírez Nicandro, Mezura Montes Efrén, Martín del Campo Mena Enrique, Pérez Castro Nancy, Acosta Mesa Héctor Gabriel. «Assessment of Bayesian network classifiers as tools for discriminating breast cancer pre-diagnosis based on three diagnostic methods». Lectures Notes in Artificial Intelligence, Vol. 7629, 11tth Mexican International Conference on Artificial Intelligence, MICAI 2012, ed. Springer, ISSN 0302-9743. Págs, 419-431. (2012)
- Oscar Alonso Ramírez, Héctor Xavier Limón Riaño, Angel Juan Sánchez García, Rafael Zamudio Reyez, Héctor Gabriel Acosta Mesa. «La robótica pedagógica como herramienta didáctica en tópicos de Inteligencia Artifical. Caso de estudio: aprendizaje por refuerzo». Research in Computing Science, Special Issue: Advances in Intelligent and Information Technologies. Cartel Session. Instituto Politécnico Nacional. Centro de Investigación en Computación. Vol. 60, ISSN:1870-4069, 500 ejemplares, págs. 2-10. (2012)
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2011
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- Candy Obdulia, Sosa Jiménez, Héctor Gabriel Acosta Mesa, Genaro Rebolledo Méndez, Sara de Freitas. «Classification of cognitive states of attention and relaxation using supervised learning». IEEE International Games Innovation Conference (IGIC 2011). ISBN: 978-1-4577-0258-1. Págs. 31-34. (2011)
- Fernando Rechy Ramírez, Héctor Gabriel Acosta Mesa, Efrén Mezura Montes, Nicandro Cruz Ramírez. «Times Series Discretization Using Evolutionary Programming «. Lectures Notes in Artificial Intelligence. 10th. Mexican International Conference on Artificial Intelligence. MICAI 2011. Vol. 7095. Ed. Springer, ISSN: 0302-9743. Págs. 225-234. (2011)
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2009
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- Daniel-Alejandro García-López, Héctor-Gabriel Acosta-Mesa.«Discretization of Time Series Dataset with a Genetic Search». MICAI 2009: 201-212
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2007
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- 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
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2006
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- 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
- 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
- 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
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2005
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- 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: 158-164
- 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
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2004
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- 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
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