Juan Gabriel Aviña-Cervantes

70 papers A* 1A 1B 2C 3Misc 1Journal 44Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated Design and Selection of Metaheuristics for PID Control in Power Electronics. IEEE Access Daniel F. Zambrano-Gutierrez, José Carlos Ortiz-Bayliss, Ivan Amaya, Maricela Rodríguez-Nieto, Juan Gabriel Aviña-Cervantes, Jorge M. Cruz-Duarte
2025	J	`jnl`	An Integrated Blockchain Framework for Secure Autonomous Vehicle Communication System. Inf. Juan de Anda-Suárez, José Luis López-Ramírez, Daniel Jimenez-Mendoza, José Manuel Benitez, Eli Gabriel Aviña Bravo, David Asael Gutiérrez Hernández, Juan Gabriel Aviña-Cervantes
2025	—	`conf`	Comparison of Nonlinear and Linear Data-driven Takagi-Sugeno Models of a Bioreactor. MICAI (1) Algemiro Gil Fernández, Alejandro Vargas, Juan Gabriel Aviña-Cervantes, Ixbalank Torres
2025	J	`jnl`	Lightweight U-Net for Blood Vessels Segmentation in X-Ray Coronary Angiography. J. Imaging Jesus Salvador Ramos-Cortez, Dora E. Alvarado-Carrillo, Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes
2025	J	`jnl`	REGEEG: A Regression-Based EEG Signal Processing in Emotion Recognition. IEEE J. Biomed. Health Informatics Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
2024	J	`jnl`	A systematic review of metaheuristic algorithms in electric power systems optimization. Appl. Soft Comput. Gerardo Humberto Valencia-Rivera, Maria Torcoroma Benavides-Robles, Alonso Vela Morales, Ivan Amaya, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes
2024	B	`conf`	Beyond Traditional Tuning: Unveiling Metaheuristic Operator Trends in PID Control Tuning for Automatic Voltage Regulation. CEC Daniel F. Zambrano-Gutierrez, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Ivan Amaya, Juan Gabriel Aviña-Cervantes
2024	J	`jnl`	Corrections to "Emotion Recognition in Gaming Dataset to Reduce Artifacts in the Self-Assessed Labeling Using Semi-Supervised Clustering". IEEE Access Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
2024	J	`jnl`	Emotion Recognition in Gaming Dataset to Reduce Artifacts in the Self-Assessed Labeling Using Semi-Supervised Clustering. IEEE Access Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
2023	J	`jnl`	A channel selection method to find the role of the amygdala in emotion recognition avoiding conflict learning in EEG signals. Eng. Appl. Artif. Intell. Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
2023	J	`jnl`	Automatic Design of Metaheuristics for Practical Engineering Applications. IEEE Access Daniel F. Zambrano-Gutierrez, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, José Carlos Ortiz-Bayliss, Jesus J. Yanez-Borjas, Ivan Amaya
2023	—	`conf`	Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach. SSCI Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Juan Gabriel Aviña-Cervantes, Rodrigo Correa, Jorge M. Cruz-Duarte
2023	B	`conf`	Hyper-Heuristics Meet Controller Design: Improving Electrical Grid Performance through Microgrids. CEC Gerardo Humberto Valencia-Rivera, José Carlos Ortiz-Bayliss, Jorge M. Cruz-Duarte, Ivan Amaya, Juan Gabriel Aviña-Cervantes
2023	J	`jnl`	Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network. Sensors Tat'y Mwata-Velu, Edson Niyonsaba-Sebigunda, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Narcisse Velu-A-Gulenga, Adán Antonio Alonso-Ramírez
2023	J	`jnl`	Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. Appl. Soft Comput. Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales
2023	—	`conf`	SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. SSCI Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Emmanuel Ovalle-Magallanes, Ivan Amaya, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes, Jorge M. Cruz-Duarte
2022	J	`jnl`	Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Expert Syst. Appl. Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales
2022	J	`jnl`	Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. Comput. Methods Programs Biomed. Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales
2022	J	`jnl`	On removing conflicts for machine learning. Expert Syst. Appl. Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes, Eduardo Cabal-Yepez
2021	J	`jnl`	FPGA-based architecture to estimate the input glucose in a dark fermenter using a super-twisting observer. Microprocess. Microsystems José de Jesús Colín Robles, Ixbalank Torres Zúñiga, Juan Gabriel Aviña-Cervantes, Mario Alberto Ibarra-Manzano
2021	J	`jnl`	Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton's Ant Applied to Retinal Fundus Images. Axioms Andrés Romero-Arellano, Ernesto Moya-Albor, Jorge Brieva, Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Martha Alicia Hernandez-Gonzalez, Luis Miguel Lopez-Montero
2021	J	`jnl`	Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems. IEEE Access David Matajira-Rueda, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Mario Alberto Ibarra-Manzano, Rodrigo Correa
2021	J	`jnl`	Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma
2020	J	`jnl`	Differential Neural Networks (DNN). IEEE Access Sergio Ledesma, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Juan Gabriel Aviña-Cervantes, Pascal Fallavollita
2020	J	`jnl`	Localización de referencias cefalométricas en radiografías laterales de cráneo: Una revisión sistemática. Res. Comput. Sci. José Luis López-Ramírez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, Pedro López-Rodríguez, José Guadalupe Beltrán-Hernández, Mario Alberto Ibarra-Manzano
2020	J	`jnl`	Reconocimiento de trayectorias del brazo usando sensores de aceleración y giroscopio. Res. Comput. Sci. Pedro López-Rodríguez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, José Luis López-Ramírez, José Guadalupe Beltrán-Hernández
2019	J	`jnl`	Conic sections fitting in disperse data using Differential Evolution. Appl. Soft Comput. Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Elisee Ilunga-Mbuyamba, Jorge M. Cruz-Duarte, Iván Cruz-Aceves, Eloisa Gallegos-Arellano
2019	J	`jnl`	Matrix Converter Based on SVD Modulation Using a Microcontroller as Unique Controlling Device. IEEE Access Luis Ramon Merchan-Villalba, José Merced Lozano-García, Juan Gabriel Aviña-Cervantes, Héctor Javier Estrada-García, Jesus Martinez-Patiño
2018	J	`jnl`	A closed form expression for the Gaussian-based Caputo-Fabrizio fractional derivative for signal processing applications. Commun. Nonlinear Sci. Numer. Simul. Jorge M. Cruz-Duarte, J. Juan Rosales-García, Carlos Rodrigo Correa-Cely, Arturo Garcia-Perez, Juan Gabriel Aviña-Cervantes
2018	J	`jnl`	Analysis of Data Sets With Learning Conflicts for Machine Learning. IEEE Access Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes
2018	J	`jnl`	Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization. Appl. Math. Comput. Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales, Sergio Ledesma
2018	J	`jnl`	Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images. Int. J. Comput. Assist. Radiol. Surg. Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Felix Arlt, Jean Fulbert Ituna-Yudonago, Claire Chalopin
2017	—	`conf`	Application of Image Processing Functions for Brain Tumor Enhancement in Intraoperative Ultrasound Image Data. VCBM Claire Chalopin, Elisee Ilunga-Mbuyamba, Jesus Guillermo Cabal Aragon, Juan Carlos Camacho Rodriguez, Felix Arlt, Juan Gabriel Aviña-Cervantes, Jürgen Meixensberger, Dirk Lindner
2017	J	`jnl`	Automatic selection of localized region-based active contour models using image content analysis applied to brain tumor segmentation. Comput. Biol. Medicine Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Jonathan Cepeda-Negrete, Mario Alberto Ibarra-Manzano, Claire Chalopin
2017	J	`jnl`	Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine Jose de Jesus Guerrero-Turrubiates, Iván Cruz-Aceves, Sergio Ledesma, Juan Manuel Sierra-Hernández, Jonás Velasco, Juan Gabriel Aviña-Cervantes, Maria Susana Avila Garcia, Horacio Rostro-González, Roberto Rojas-Laguna
2017	J	`jnl`	Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation. Neurocomputing Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, René de Jesús Romero-Troncoso, Hugo Aguirre-Ramos, Iván Cruz-Aceves, Claire Chalopin
2016	J	`jnl`	Active contours driven by Cuckoo Search strategy for brain tumour images segmentation. Expert Syst. Appl. Elisee Ilunga-Mbuyamba, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Carlos Rodrigo Correa-Cely, Dirk Lindner, Claire Chalopin
2016	—	`conf`	Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images. CONIELECOMP Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Jose de Jesus Guerrero-Turrubiates, Claire Chalopin
2016	J	`jnl`	Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization. Biomed. Signal Process. Control. Iván Cruz-Aceves, Faraz Oloumi, Rangaraj M. Rangayyan, Juan Gabriel Aviña-Cervantes, Arturo Hernández Aguirre
2016	J	`jnl`	Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm. Comput. Intell. Neurosci. Fernando Cervantes-Sanchez, Iván Cruz-Aceves, Arturo Hernández Aguirre, Juan Gabriel Aviña-Cervantes, Sergio Solorio-Meza, Manuel Ornelas-Rodríguez, Miguel Torres-Cisneros
2016	J	`jnl`	Vascular Structure Identification in Intraoperative 3D Contrast-Enhanced Ultrasound Data. Sensors Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Iván Cruz-Aceves, Felix Arlt, Claire Chalopin
2015	J	`jnl`	A CPG system based on spiking neurons for hexapod robot locomotion. Neurocomputing Horacio Rostro-González, Pedro Alberto Cerna-Garcia, Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Mario Alberto Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, César Torres-Huitzil
2015	—	`conf`	Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization. MICAI (Special Sessions) Jorge M. Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Ivan M. Amaya-Contreras, Carlos Rodrigo Correa-Cely
2015	—	`conf`	Evaluation of thermal patterns and distribution applied to the study of diabetic foot. I2MTC Daniel Alejandro Hernandez-Contreras, Hayde Peregrina-Barreto, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés, Francisco-J. Renero-Carrillo, Juan Gabriel Aviña-Cervantes
2014	J	`jnl`	Applying balancing techniques in traffic sign recognition. Artif. Intell. Res. Sheila Esmeralda González-Reyna, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco
2014	—	`conf`	Pitch estimation for musical note recognition using Artificial Neural Networks. CONIELECOMP Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Sergio Eduardo Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
2014	J	`jnl`	Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot. Comput. Math. Methods Medicine Hayde Peregrina-Barreto, Luis Alberto Morales-Hernández, Jose de Jesus Rangel-Magdaleno, Juan Gabriel Aviña-Cervantes, Juan Manuel Ramírez-Cortés, Roberto Morales-Caporal
2013	—	`conf`	B-spline Surface Approximation Using Hierarchical Genetic Algorithm. MICAI (2) Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Oscar Gerardo Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, L. M. Burgara-Lopez, Horacio Rostro-González
2013	—	`conf`	Human Heart Segmentation Based on Differential Evolution and Active Contours with Shape Prior. MICAI (1) Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel López-Hernández, Ma. de Guadalupe García-Hernández, Sheila Esmeralda González-Reyna, Miguel Torres-Cisneros
2013	J	`jnl`	Multiple Active Contours Driven by Particle Swarm Optimization for Cardiac Medical Image Segmentation. Comput. Math. Methods Medicine Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel López-Hernández, Sheila Esmeralda González-Reyna
2013	J	`jnl`	Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. Comput. Math. Methods Medicine Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel López-Hernández, Horacio Rostro-González, Carlos H. Garcia-Capulin, Miguel Torres-Cisneros, Rafael Guzmán-Cabrera
2013	—	`conf`	Noisy data fitting with B-splines using hierarchical genetic algorithm. CONIELECOMP Carlos H. Garcia-Capulin, Gerardo Trejo-Caballero, Horacio Rostro-González, Juan Gabriel Aviña-Cervantes
2013	—	`conf`	Traffic Sign Recognition Based on Linear Discriminant Analysis. MICAI (2) Sheila Esmeralda González-Reyna, Juan Gabriel Aviña-Cervantes, Sergio Eduardo Ledesma-Orozco, Iván Cruz-Aceves, Ma. de Guadalupe García-Hernández
2013	J	`jnl`	Unsupervised Cardiac Image Segmentation via Multiswarm Active Contours with a Shape Prior. Comput. Math. Methods Medicine Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel López-Hernández, Ma. de Guadalupe García-Hernández, Mario Alberto Ibarra-Manzano
2012	J	`jnl`	Chromatic Correction Applied to Outdoor Images. Computación y Sistemas Hayde Peregrina-Barreto, Juan Gabriel Aviña-Cervantes, Iván R. Terol-Villalobos, Jose de Jesus Rangel-Magdaleno, Ana M. Herrera-Navarro
2012	J	`jnl`	New prioritized value iteration for Markov decision processes. Artif. Intell. Rev. Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco, Edgar Alvarado-Mendez, Alberto Reyes-Ballesteros
2012	—	`conf`	Reduction of temporal complexity in Markov decision processes. CONIELECOMP Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
2011	—	`conf`	3D city models: Mapping approach using LIDAR technology. CONIELECOMP Denis-Eduardo Hernandez-Garcia, José-Joel González-Barbosa, Juan-Bautista Hurtado-Ramos, Francisco-Javier Ornelas-Rodriguez, Eduardo Castillo Castañeda, Alfonso Ramirez-Pedraza, Angel Ivan Garcia, Ricardo Gonzalez-Barbosa, Juan Gabriel Aviña-Cervantes
2010	Misc	`conf`	Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes. ISKE Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes, Eva Onaindia, Alberto Reyes-Ballesteros
2008	—	`conf`	Association rule-based Markov Decision Processes. LA-NMR Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández
2008	J	`jnl`	Enhancement Color Method by Luminance Modulation. Res. Comput. Sci. Hayde Peregrina-Barreto, Juan Gabriel Aviña-Cervantes, José de Jesus Rangel-Magdaleno, Mario Alberto Ibarra-Manzano, Sergio E. Ledesma-Orozco
2008	J	`jnl`	Procesos de Decision de Markov rápidos mediante Reglas de Asociación. Res. Comput. Sci. Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Donato Hernández-Fusilier
2007	—	`conf`	Shadows Attenuation for Robust Object Recognition. MICAI Juan Gabriel Aviña-Cervantes, Leonardo Martínez-Jiménez, Michel Devy, Andres Hernández-Gutierrez, Dora L. Almanza, Mario A. Ibarra
2006	C	`conf`	Autonomous learning of a topological model in a road network. IAS Juan Gabriel Aviña-Cervantes, Michel Devy
2006	C	`conf`	Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching. CIARP Arturo Pérez-García, Víctor Ayala-Ramírez, Raúl Enrique Sánchez-Yáñez, Juan Gabriel Aviña-Cervantes
2005	—	`conf`	Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images. MICAI Dora Luz Almanza-Ojeda, Víctor Ayala-Ramírez, Raúl Enrique Sánchez-Yáñez, Juan Gabriel Aviña-Cervantes
2005	A*	`conf`	Robot Visual Navigation in Semi-structured Outdoor Environments. ICRA Diana Mateus, Juan Gabriel Aviña-Cervantes, Michel Devy
2005	A	`conf`	Towards landmine detection using artificial vision. IROS Javier Coronado-Vergara, Juan Gabriel Aviña-Cervantes, Michel Devy, Carlos Parra
2004	C	`conf`	Color Active Contours for Tracking Roads in Natural Environments. CIARP Antonio Marín-Hernández, Michel Devy, Juan Gabriel Aviña-Cervantes
2004	—	`conf`	Scene Modeling by ICA and Color Segmentation. MICAI Juan Gabriel Aviña-Cervantes, Michel Devy