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Juan Gabriel Aviña-Cervantes
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Journal Articles
- 2024
- [j37]Oscar Almanza-Conejo
, Juan Gabriel Aviña-Cervantes
, Arturo Garcia-Perez
, Mario Alberto Ibarra-Manzano
:
Emotion Recognition in Gaming Dataset to Reduce Artifacts in the Self-Assessed Labeling Using Semi-Supervised Clustering. IEEE Access 12: 52659-52668 (2024) - [j36]Gerardo Humberto Valencia-Rivera, Maria Torcoroma Benavides-Robles
, Alonso Vela Morales, Iván Amaya, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes:
A systematic review of metaheuristic algorithms in electric power systems optimization. Appl. Soft Comput. 150: 111047 (2024) - 2023
- [j35]Daniel F. Zambrano-Gutierrez
, Jorge Mario Cruz-Duarte
, Juan Gabriel Aviña-Cervantes
, José Carlos Ortiz-Bayliss
, Jesus J. Yanez-Borjas
, Iván Amaya:
Automatic Design of Metaheuristics for Practical Engineering Applications. IEEE Access 11: 7262-7276 (2023) - [j34]Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Aviña-Cervantes
, Iván Cruz-Aceves, José Ruiz-Pinales:
Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. Appl. Soft Comput. 141: 110307 (2023) - [j33]Oscar Almanza-Conejo
, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez
, Mario Alberto Ibarra-Manzano:
A channel selection method to find the role of the amygdala in emotion recognition avoiding conflict learning in EEG signals. Eng. Appl. Artif. Intell. 126: 106971 (2023) - [j32]Tat'y Mwata-Velu
, Edson Niyonsaba-Sebigunda
, Juan Gabriel Aviña-Cervantes
, José Ruiz-Pinales
, Narcisse Velu-A-Gulenga
, Adán Antonio Alonso-Ramírez
:
Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network. Sensors 23(8): 4164 (2023) - 2022
- [j31]Emmanuel Ovalle-Magallanes
, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves
, José Ruiz-Pinales
:
Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. Comput. Methods Programs Biomed. 219: 106767 (2022) - [j30]Emmanuel Ovalle-Magallanes
, Juan Gabriel Aviña-Cervantes
, Iván Cruz-Aceves, José Ruiz-Pinales
:
Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Expert Syst. Appl. 189: 116112 (2022) - [j29]Sergio Ledesma
, Mario Alberto Ibarra-Manzano
, Dora Luz Almanza-Ojeda
, Juan Gabriel Aviña-Cervantes
, Eduardo Cabal-Yepez
:
On removing conflicts for machine learning. Expert Syst. Appl. 206: 117835 (2022) - 2021
- [j28]Emmanuel Ovalle-Magallanes
, Noé G. Aldana-Murillo
, Juan Gabriel Aviña-Cervantes
, José Ruiz-Pinales, Jonathan Cepeda-Negrete
, Sergio Ledesma
:
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9: 6868-6877 (2021) - [j27]David Matajira-Rueda
, Jorge Mario Cruz-Duarte
, Juan Gabriel Aviña-Cervantes
, Mario Alberto Ibarra-Manzano
, Rodrigo Correa
:
Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems. IEEE Access 9: 71328-71343 (2021) - [j26]Andrés Romero-Arellano
, Ernesto Moya-Albor
, Jorge Brieva
, Iván Cruz-Aceves
, Juan Gabriel Aviña-Cervantes
, Martha Alicia Hernandez-Gonzalez
, Luis Miguel Lopez-Montero:
Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton's Ant Applied to Retinal Fundus Images. Axioms 10(3): 215 (2021) - [j25]José de Jesús Colín Robles, Ixbalank Torres Zúñiga
, Juan Gabriel Aviña-Cervantes
, Mario Alberto Ibarra-Manzano
:
FPGA-based architecture to estimate the input glucose in a dark fermenter using a super-twisting observer. Microprocess. Microsystems 85: 104297 (2021) - 2020
- [j24]Sergio Ledesma
, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano
, Eduardo Cabal-Yepez
, Juan Gabriel Aviña-Cervantes
, Pascal Fallavollita
:
Differential Neural Networks (DNN). IEEE Access 8: 156530-156538 (2020) - [j23]José Luis López-Ramírez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, Pedro López-Rodríguez, José Guadalupe Beltrán-Hernández, Mario Alberto Ibarra-Manzano:
Localización de referencias cefalométricas en radiografías laterales de cráneo: Una revisión sistemática. Res. Comput. Sci. 149(8): 339-352 (2020) - [j22]Pedro López-Rodríguez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, José Luis López-Ramírez, José Guadalupe Beltrán-Hernández:
Reconocimiento de trayectorias del brazo usando sensores de aceleración y giroscopio. Res. Comput. Sci. 149(8): 1011-1022 (2020) - 2019
- [j21]Luis Ramon Merchan-Villalba
, José Merced Lozano-García, Juan Gabriel Aviña-Cervantes
, Héctor Javier Estrada-García, Jesus Martinez-Patiño:
Matrix Converter Based on SVD Modulation Using a Microcontroller as Unique Controlling Device. IEEE Access 7: 164815-164824 (2019) - [j20]Hugo Aguirre-Ramos
, Juan Gabriel Aviña-Cervantes
, Elisee Ilunga-Mbuyamba
, Jorge M. Cruz-Duarte
, Iván Cruz-Aceves
, Eloisa Gallegos-Arellano:
Conic sections fitting in disperse data using Differential Evolution. Appl. Soft Comput. 85 (2019) - 2018
- [j19]Sergio Ledesma
, Mario Alberto Ibarra-Manzano
, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes
:
Analysis of Data Sets With Learning Conflicts for Machine Learning. IEEE Access 6: 45062-45070 (2018) - [j18]Hugo Aguirre-Ramos
, Juan Gabriel Aviña-Cervantes
, Iván Cruz-Aceves, José Ruiz-Pinales
, Sergio Ledesma
:
Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization. Appl. Math. Comput. 339: 568-587 (2018) - [j17]Elisee Ilunga-Mbuyamba
, Juan Gabriel Aviña-Cervantes
, Dirk Lindner, Felix Arlt, Jean Fulbert Ituna-Yudonago
, Claire Chalopin:
Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 13(3): 331-342 (2018) - [j16]Jorge M. Cruz-Duarte
, J. Juan Rosales-García
, Carlos Rodrigo Correa-Cely, Arturo Garcia-Perez
, Juan Gabriel Aviña-Cervantes
:
A closed form expression for the Gaussian-based Caputo-Fabrizio fractional derivative for signal processing applications. Commun. Nonlinear Sci. Numer. Simul. 61: 138-148 (2018) - 2017
- [j15]Elisee Ilunga-Mbuyamba
, Juan Gabriel Aviña-Cervantes
, Jonathan Cepeda-Negrete
, Mario Alberto Ibarra-Manzano
, Claire Chalopin:
Automatic selection of localized region-based active contour models using image content analysis applied to brain tumor segmentation. Comput. Biol. Medicine 91: 69-79 (2017) - [j14]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:
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017: 6494390:1-6494390:13 (2017) - [j13]Elisee Ilunga-Mbuyamba
, Juan Gabriel Aviña-Cervantes
, Arturo Garcia-Perez, René de Jesús Romero-Troncoso, Hugo Aguirre-Ramos
, Iván Cruz-Aceves, Claire Chalopin:
Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation. Neurocomputing 220: 84-97 (2017) - 2016
- [j12]Iván Cruz-Aceves
, Faraz Oloumi, Rangaraj M. Rangayyan
, Juan Gabriel Aviña-Cervantes
, Arturo Hernández Aguirre:
Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization. Biomed. Signal Process. Control. 25: 76-85 (2016) - [j11]Fernando Cervantes-Sanchez
, Iván Cruz-Aceves
, Arturo Hernández Aguirre, Juan Gabriel Aviña-Cervantes
, Sergio Solorio-Meza
, Manuel Ornelas-Rodríguez
, Miguel Torres-Cisneros
:
Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm. Comput. Intell. Neurosci. 2016: 2420962:1-2420962:9 (2016) - [j10]Elisee Ilunga-Mbuyamba
, Jorge Mario Cruz-Duarte
, Juan Gabriel Aviña-Cervantes
, Carlos Rodrigo Correa-Cely, Dirk Lindner, Claire Chalopin
:
Active contours driven by Cuckoo Search strategy for brain tumour images segmentation. Expert Syst. Appl. 56: 59-68 (2016) - [j9]Elisee Ilunga-Mbuyamba
, Juan Gabriel Aviña-Cervantes
, Dirk Lindner, Iván Cruz-Aceves
, Felix Arlt, Claire Chalopin:
Vascular Structure Identification in Intraoperative 3D Contrast-Enhanced Ultrasound Data. Sensors 16(4): 497 (2016) - 2015
- [j8]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:
A CPG system based on spiking neurons for hexapod robot locomotion. Neurocomputing 170: 47-54 (2015) - 2014
- [j7]Sheila Esmeralda González-Reyna, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco:
Applying balancing techniques in traffic sign recognition. Artif. Intell. Res. 3(4): 38-42 (2014) - [j6]Hayde Peregrina-Barreto, Luis Alberto Morales-Hernández
, Jose de Jesus Rangel-Magdaleno
, Juan Gabriel Aviña-Cervantes
, Juan Manuel Ramírez-Cortés, Roberto Morales-Caporal
:
Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot. Comput. Math. Methods Medicine 2014: 585306:1-585306:10 (2014) - 2013
- [j5]Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes
, Juan Manuel Lopez-Hernandez, Sheila Esmeralda González-Reyna:
Multiple Active Contours Driven by Particle Swarm Optimization for Cardiac Medical Image Segmentation. Comput. Math. Methods Medicine 2013: 132953:1-132953:13 (2013) - [j4]Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes
, Juan Manuel Lopez-Hernandez, Horacio Rostro-González
, Carlos H. Garcia-Capulin
, Miguel Torres-Cisneros
, Rafael Guzmán-Cabrera
:
Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. Comput. Math. Methods Medicine 2013: 190304:1-190304:14 (2013) - [j3]Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes
, Juan Manuel Lopez-Hernandez, Ma. de Guadalupe García-Hernández, Mario Alberto Ibarra-Manzano
:
Unsupervised Cardiac Image Segmentation via Multiswarm Active Contours with a Shape Prior. Comput. Math. Methods Medicine 2013: 909625:1-909625:10 (2013) - 2012
- [j2]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales
, Eva Onaindia
, Juan Gabriel Aviña-Cervantes
, Sergio E. Ledesma-Orozco
, Edgar Alvarado-Mendez, Alberto Reyes-Ballesteros
:
New prioritized value iteration for Markov decision processes. Artif. Intell. Rev. 37(2): 157-167 (2012) - [j1]Hayde Peregrina-Barreto, Juan Gabriel Aviña-Cervantes, Iván R. Terol-Villalobos, Jose de Jesus Rangel-Magdaleno, Ana M. Herrera-Navarro:
Chromatic Correction Applied to Outdoor Images. Computación y Sistemas 16(1) (2012)
Conference and Workshop Papers
- 2024
- [c25]Daniel F. Zambrano-Gutierrez, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Iván Amaya, Juan Gabriel Aviña-Cervantes:
Beyond Traditional Tuning: Unveiling Metaheuristic Operator Trends in PID Control Tuning for Automatic Voltage Regulation. CEC 2024: 1-8 - 2023
- [c24]Gerardo Humberto Valencia-Rivera, José Carlos Ortiz-Bayliss, Jorge M. Cruz-Duarte, Iván Amaya, Juan Gabriel Aviña-Cervantes:
Hyper-Heuristics Meet Controller Design: Improving Electrical Grid Performance through Microgrids. CEC 2023: 1-8 - [c23]Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Juan Gabriel Aviña-Cervantes, Rodrigo Correa, Jorge M. Cruz-Duarte:
Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach. SSCI 2023: 1263-1268 - [c22]Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Emmanuel Ovalle-Magallanes, Iván Amaya, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes, Jorge M. Cruz-Duarte:
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. SSCI 2023: 1443-1448 - 2017
- [c21]Claire Chalopin, Elisee Ilunga-Mbuyamba, Jesus Guillermo Cabal Aragon, Juan Carlos Camacho Rodriguez, Felix Arlt, Juan Gabriel Aviña-Cervantes, Jürgen Meixensberger, Dirk Lindner:
Application of Image Processing Functions for Brain Tumor Enhancement in Intraoperative Ultrasound Image Data. VCBM 2017: 103-111 - 2016
- [c20]Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes
, Dirk Lindner, Jose de Jesus Guerrero-Turrubiates, Claire Chalopin:
Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images. CONIELECOMP 2016: 62-67 - 2015
- [c19]Daniel Alejandro Hernandez-Contreras, Hayde Peregrina-Barreto, Jose de Jesus Rangel-Magdaleno
, Juan Manuel Ramírez-Cortés, Francisco-J. Renero-Carrillo
, Juan Gabriel Aviña-Cervantes
:
Evaluation of thermal patterns and distribution applied to the study of diabetic foot. I2MTC 2015: 482-487 - [c18]Jorge M. Cruz-Duarte
, Juan Gabriel Aviña-Cervantes
, Ivan M. Amaya-Contreras, Carlos Rodrigo Correa-Cely:
Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization. MICAI (Special Sessions) 2015: 231-235 - 2014
- [c17]Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Sergio Eduardo Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
:
Pitch estimation for musical note recognition using Artificial Neural Networks. CONIELECOMP 2014: 53-58 - 2013
- [c16]Carlos H. Garcia-Capulin
, Gerardo Trejo-Caballero
, Horacio Rostro-González
, Juan Gabriel Aviña-Cervantes
:
Noisy data fitting with B-splines using hierarchical genetic algorithm. CONIELECOMP 2013: 62-66 - [c15]Gerardo Trejo-Caballero
, Carlos H. Garcia-Capulin
, Oscar Gerardo Ibarra-Manzano
, Juan Gabriel Aviña-Cervantes
, L. M. Burgara-Lopez, Horacio Rostro-González
:
B-spline Surface Approximation Using Hierarchical Genetic Algorithm. MICAI (2) 2013: 52-63 - [c14]Sheila Esmeralda González-Reyna, Juan Gabriel Aviña-Cervantes
, Sergio Eduardo Ledesma-Orozco, Iván Cruz-Aceves, Ma. de Guadalupe García-Hernández:
Traffic Sign Recognition Based on Linear Discriminant Analysis. MICAI (2) 2013: 185-193 - [c13]Iván Cruz-Aceves, Juan Gabriel Aviña-Cervantes
, Juan Manuel Lopez-Hernandez, Ma. de Guadalupe García-Hernández, Sheila Esmeralda González-Reyna, Miguel Torres-Cisneros
:
Human Heart Segmentation Based on Differential Evolution and Active Contours with Shape Prior. MICAI (1) 2013: 508-519 - 2012
- [c12]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales
, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
:
Reduction of temporal complexity in Markov decision processes. CONIELECOMP 2012: 311-316 - 2011
- [c11]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
:
3D city models: Mapping approach using LIDAR technology. CONIELECOMP 2011: 206-211 - 2010
- [c10]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales
, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
, Eva Onaindia
, Alberto Reyes-Ballesteros
:
Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes. ISKE 2010: 89-94 - 2008
- [c9]Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández:
Association rule-based Markov Decision Processes. LA-NMR 2008 - 2007
- [c8]Juan Gabriel Aviña-Cervantes, Leonardo Martínez-Jiménez, Michel Devy, Andres Hernández-Gutierrez, Dora L. Almanza, Mario A. Ibarra:
Shadows Attenuation for Robust Object Recognition. MICAI 2007: 650-659 - 2006
- [c7]Arturo Pérez-García, Víctor Ayala-Ramírez
, Raúl Enrique Sánchez-Yáñez, Juan Gabriel Aviña-Cervantes:
Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching. CIARP 2006: 686-695 - [c6]Juan Gabriel Aviña-Cervantes, Michel Devy:
Autonomous learning of a topological model in a road network. IAS 2006: 408-415 - 2005
- [c5]Diana Mateus, Juan Gabriel Aviña-Cervantes
, Michel Devy:
Robot Visual Navigation in Semi-structured Outdoor Environments. ICRA 2005: 4691-4696 - [c4]Javier Coronado-Vergara, Juan Gabriel Aviña-Cervantes
, Michel Devy, Carlos Parra:
Towards landmine detection using artificial vision. IROS 2005: 659-664 - [c3]Dora Luz Almanza-Ojeda
, Víctor Ayala-Ramírez
, Raúl Enrique Sánchez-Yáñez
, Juan Gabriel Aviña-Cervantes
:
Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images. MICAI 2005: 379-385 - 2004
- [c2]Antonio Marín-Hernández, Michel Devy, Juan Gabriel Aviña-Cervantes:
Color Active Contours for Tracking Roads in Natural Environments. CIARP 2004: 124-131 - [c1]Juan Gabriel Aviña-Cervantes, Michel Devy:
Scene Modeling by ICA and Color Segmentation. MICAI 2004: 574-583
Coauthor Index
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