Dante Mújica-Vargas

56 papers Journal 40Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fast and automatic hesitant fuzzy clustering applied to image segmentation. J. Intell. Fuzzy Syst. Virna V. Vela Rincón, Dante Mújica-Vargas, Antonio Luna-Álvarez, Andrés Antonio Arenas Muñiz, Luis A. Cruz Prospero
2026	J	`jnl`	Optimized TOPSIS technique for trajectory selection of self-driving vehicles on highways. J. Intell. Fuzzy Syst. Andrés Antonio Arenas Muñiz, Dante Mújica-Vargas, Arturo Rendón-Castro, Antonio Luna-Álvarez, Virna V. Vela Rincón
2025	J	`jnl`	A Deep Learning Framework for ECG Classification Based on 2D-to-1D Data Transformation Using Autoencoder and LSTM. Program. Comput. Softw. Enrique Quezada-Próspero, Dante Mújica-Vargas, Andrés Antonio Arenas Muñiz, Luis A. Cruz Prospero, Alexis Vázquez-Ramírez, José de Jesús Rubio
2025	J	`jnl`	Application of Intuitionistic Fuzzy Recurrence Plots in the Classification of Vocal Pathologies with Deep Neural Networks. Signal Image Video Process. Virna V. Vela Rincón, Dante Mújica-Vargas
2025	J	`jnl`	Atrial Fibrillation Classification Using a Deep Spectral Autoencoder. Computación y Sistemas (CyS) Enrique Quezada-Próspero, Dante Mújica-Vargas, Luis A. Cruz Prospero, Christian García-Aquino, Arturo Rendón-Castro
2025	J	`jnl`	CNN 1D: A Robust Model for Human Pose Estimation. Inf. Mercedes Hernández de la Cruz, Uriel Solache, Antonio Luna-Álvarez, Sergio Ricardo Zagal-Barrera, Daniela Aurora Morales López, Dante Mújica-Vargas
2025	—	`conf`	Classifying Healthy and Pathological Voices: Electroglottographic Signal Representation Using Intuitionistic Fuzzy Recurrence Plots. MICAI (2)" Virna V. Vela Rincón, Dante Mújica-Vargas, Andrés Antonio Arenas Muñiz, Antonio Luna-Álvarez, Enrique Quezada-Próspero
2025	J	`jnl`	Comparative Evaluation of the Performance of Vocal Signals and EGG in the Classification of Vocal Pathologies. Int. J. Comb. Optim. Probl. Informatics Virna V. Vela Rincón, Dante Mújica-Vargas, Andrés Antonio Arenas Muñiz, Antonio Luna-Álvarez
2025	J	`jnl`	ECG classification using a CNN stacked with an autoencoder trained with synthetic signals. Neural Comput. Appl. Enrique Quezada-Próspero, Dante Mújica-Vargas, Antonio Luna-Álvarez, Viridiana Vela Rincón, Andrés Antonio Arenas Muñiz
2025	J	`jnl`	Lane Detection Using Computer Vision and Convolutional Neural Networks for Autonomous Vehicles. Int. J. Comb. Optim. Probl. Informatics Sergio Álvarez Silva, Dante Mújica-Vargas, Andrés Antonio Arenas Muñiz
2025	J	`jnl`	Segmenting Benign and Malignant Solid Masses in Ultrasound Images Using Deep Learning. Program. Comput. Softw. Alexis Vázquez-Ramirez, Dante Mújica-Vargas, Antonio Luna-Álvarez, José de Jesús Rubio
2025	—	`conf`	Stochastic Harmonic Fields for Safe Robot Navigation in Dynamic Environments. MICAI (2)" Dante Mújica-Vargas, Andrés Muñiz-Arenas, Antonio Luna-Álvarez, Virna V. Vela Rincón, Enrique Quezada-Próspero
2024	J	`jnl`	Algorithmic Trading Using Double Deep Q-Networks and Sentiment Analysis. Inf. Leon Tabaro, Jean Marie Vianney Kinani, Alberto Jorge Rosales-Silva, Julio César Salgado Ramírez, Dante Mújica-Vargas, Ponciano Jorge Escamilla-Ambrosio, Eduardo Ramos-Díaz
2024	J	`jnl`	Intuitionistic Fuzzy Recurrence Plots for Classifying Cardiac Arrhythmias Using Deep Learning. Program. Comput. Softw. Dante Mújica-Vargas, Virna V. Vela Rincón, Antonio Luna-Álvarez, Andrés Antonio Arenas Muñiz
2023	J	`jnl`	Analysis of Data Reception in the Communication Layer Applied to an Architecture of Mobile Sensor Networks in Marine Environments. Sensors Abigail Elizabeth Pallares-Calvo, Blanca Esther Carvajal-Gámez, Oscar Octavio Gutiérrez Frías, Dante Mújica-Vargas
2023	—	`conf`	Arrhythmia Recognition by a Deep Spectral Autoencoder. ISCMI Dante Mújica-Vargas, Enrique Quezada-Próspero, Antonio Luna-Álvarez, Christian García-Aquino, Manuel Matuz-Cruz
2023	J	`jnl`	Denoising Vanilla Autoencoder for RGB and GS Images with Gaussian Noise. Entropy Armando Adrián Miranda-González, Alberto Jorge Rosales-Silva, Dante Mújica-Vargas, Ponciano Jorge Escamilla-Ambrosio, Francisco Javier Gallegos Funes, Jean Marie Vianney Kinani, Erick Velázquez-Lozada, Luis Manuel Pérez-Hernández, Lucero Verónica Lozano-Vázquez
2023	J	`jnl`	Elements for Automatic Identification of Fallacies in Mexican Election Campaign Political Speeches. Program. Comput. Softw. Kenia Nieto-Benitez, Noé Alejandro Castro-Sánchez, Héctor Jiménez-Salazar, Gemma Bel-Enguix, Dante Mújica-Vargas, Juan Gabriel González Serna, Nimrod González-Franco
2023	J	`jnl`	Enhancing Image Quality via Robust Noise Filtering Using Redescending M-Estimators. Entropy Arturo Rendón-Castro, Dante Mújica-Vargas, Antonio Luna-Álvarez, Jean Marie Vianney Kinani
2023	—	`conf`	Shape-Based Object Detection for Industrial Process Improvement. WITCOM Manuel Matuz-Cruz, Enrique Quezada-Próspero, Andrea Ramos-Córdova, Dante Mújica-Vargas, Christian García-Aquino
2023	—	`conf`	TOPSIS Method for Multiple-Criteria Decision-Making Applied to Trajectory Selection for Autonomous Driving. MCPR Andrés Antonio Arenas Muñiz, Dante Mújica-Vargas, Arturo Rendon-Castro, Antonio Luna-Álvarez
2023	J	`jnl`	Transferencia de aprendizaje de una arquitectura de aprendizaje profundo para la separación de frecuencias musicales. Res. Comput. Sci. Esteban Uriel Ildefonso-Orozco, Alberto Jorge Rosales-Silva, Armando Adrián Miranda-González, Jena Marie Vianney Kinani, Dante Mújica-Vargas, Ponciano Jorge Escamilla-Ambrosio
2023	J	`jnl`	Validación de la escala de valencia para repositorios de imágenes emocionales en poblaciones de adultos jóvenes mexicanos. Res. Comput. Sci. Derick A. Lagunes-Ramírez, Gabriel González Serna, Nimrod González-Franco, Dante Mújica-Vargas, María-Yasmín Hernández-Pérez, José Alejandro Reyes-Ortíz, Leonor Rivera-Rivera
2022	—	`conf`	Delimitation of Benign and Malignant Masses in Breast Ultrasound by Clustering of Intuitionistic Fuzzy Superpixels Using DBSCAN Algorithm. MCPR Dante Mújica-Vargas, Antonio Luna-Álvarez, Alberto Rosales-Silva, Andrea Palacios-Cervantes
2022	J	`jnl`	Efficient System for Delimitation of Benign and Malignant Breast Masses. Entropy Dante Mújica-Vargas, Manuel Matuz-Cruz, Christian García-Aquino, Celia Ramos-Palencia
2022	J	`jnl`	Implementación de modelos de red neuronal profundos en GPUs embebidas para la clasificación de secuencias de fibrilación auricular. Res. Comput. Sci. Christian García-Aquino, Dante Mújica-Vargas, Juan Gabriel González Serna, Manuel Matuz-Cruz
2022	J	`jnl`	Modified Linear Technique for the Controllability and Observability of Robotic Arms. IEEE Access José de Jesús Rubio, Eduardo Orozco, Daniel Andrés Córdova, Marco Antonio Islas, Jaime Pacheco, Guadalupe Juliana Gutierrez, Alejandro Zacarias, Luis Arturo Soriano, Jesús Alberto Meda-Campaña, Dante Mújica-Vargas
2022	J	`jnl`	Parallel hesitant fuzzy C-means algorithm to image segmentation. Signal Image Video Process. Virna V. Vela Rincón, Dante Mújica-Vargas, José de Jesús Rubio
2022	J	`jnl`	The Regulation of an Electric Oven and an Inverted Pendulum. Symmetry Ricardo Balcazar, José de Jesús Rubio, Eduardo Orozco, Daniel Andrés Córdova, Genaro Ochoa, Enrique García, Jaime Pacheco, Guadalupe Juliana Gutierrez, Dante Mújica-Vargas, Carlos Aguilar-Ibáñez
2021	J	`jnl`	Accelerated intuitionistic fuzzy clustering for image segmentation. Signal Image Video Process. Dante Mújica-Vargas, José de Jesús Rubio
2021	—	`conf`	Multi-core Median Redescending M-Estimator for Impulsive Denoising in Color Images. MCPR Dante Mújica-Vargas, Arturo Rendón-Castro, Manuel Matuz-Cruz, Christian García-Aquino
2021	J	`jnl`	Rician Denoising Based on Correlated Local Features LMMSE Approach. J. Medical Syst. Jean Marie Vianney Kinani, Alberto Rosales-Silva, Dante Mújica-Vargas, Francisco Javier Gallegos Funes, Eduardo Ramos-Díaz
2021	J	`jnl`	Rule-Based Spanish Multiple Question Reformulation and their Classification using a Convolutional Neuronal Network. Computación y Sistemas Alberto Iturbe Herrera, Noé Alejandro Castro-Sánchez, Dante Mújica-Vargas
2020	J	`jnl`	Análisis comparativo de la calidad de agrupamiento del algoritmo Intuitionistic Fuzzy C-Means. Res. Comput. Sci. Celia Ramos-Palencia, Dante Mújica-Vargas, Manuel Mejía-Lavalle
2020	J	`jnl`	Color-Based Image Segmentation by Means of a Robust Intuitionistic Fuzzy C-means Algorithm. Int. J. Fuzzy Syst. Dante Mújica-Vargas, Jean Marie Vianney Kinani, José de Jesús Rubio
2020	—	`conf`	Comparison Methods for Fuzzy C-Means Initialization Applied to Image Segmentation. MICAI (2) Virna V. Vela Rincón, Celia Ramos-Palencia, Dante Mújica-Vargas, Jean Marie Vianney Kinani, Eduardo Ramos-Díaz
2020	—	`conf`	Deep Learning Systems for Automated Segmentation of Brain Tissues and Tumors in MRIs. WITCOM Dante Mújica-Vargas, Manuel Matuz-Cruz, Eduardo Ramos-Díaz, Jean Marie Vianney Kinani
2020	J	`jnl`	Noise gradient strategy for an enhanced hybrid convolutional-recurrent deep network to control a self-driving vehicle. Appl. Soft Comput. Dante Mújica-Vargas, Antonio Luna-Alvarez, José de Jesús Rubio, Blanca E. Carvajal-Gámez
2020	J	`jnl`	Redescending intuitionistic fuzzy clustering to brain magnetic resonance image segmentation. J. Intell. Fuzzy Syst. Dante Mújica-Vargas
2020	—	`conf`	Self-driving through a Time-distributed Convolutional Recurrent Neural Network. CCE Antonio Luna-Álvarez, Dante Mújica-Vargas, Manuel Matuz-Cruz, Jean Marie Vianney Kinani, Eduardo Ramos-Díaz
2020	—	`conf`	Spatial α-Trimmed Fuzzy C-Means Algorithm to Image Segmentation. MCPR Virna V. Vela Rincón, Dante Mújica-Vargas, Manuel Mejía-Lavalle, Andrea Magadán-Salazar
2020	J	`jnl`	The Perturbations Estimation in Two Gas Plants. IEEE Access José de Jesús Rubio, Dany Ivan Martinez, Victor Garcia, Guadalupe Juliana Gutierrez, Tomas Miguel Vargas, Genaro Ochoa, Ricardo Balcazar, Jaime Pacheco, Jesús Alberto Meda-Campaña, Dante Mújica-Vargas
2019	J	`jnl`	Comparative Analysis of Interest Point Detectors Algorithms on Robotic Operative System. Res. Comput. Sci. Francisco Javier Valdepeña Rivera, Dante Mújica-Vargas, Miguel Ángel Ruíz
2019	J	`jnl`	Convolutional Model with Classification through Izhikevich Neuron. Res. Comput. Sci. Antonio Luna-Álvarez, Dante Mújica-Vargas, Manuel Mejía-Lavalle
2019	—	`conf`	Improvement of MRI images through heterogeneous interpolation techniques. CONIELECOMP Dante Mújica-Vargas, Yuridia Mujica-Vargas, Manuel Matuz-Cruz, Arturo Rendon-Castro
2019	—	`conf`	Non-parametric Brain Tissues Segmentation via a Parallel Architecture of CNNs. MCPR Dante Mújica-Vargas, Alicia Martínez, Manuel Matuz-Cruz, Antonio Luna-Alvarez, Mildred Morales-Xicohtencatl
2019	J	`jnl`	Structure Regulator for the Perturbations Attenuation in a Quadrotor. IEEE Access José de Jesús Rubio, Genaro Ochoa, Dante Mújica-Vargas, Enrique García, Ricardo Balcazar, Israel Elias, David Ricardo Cruz, Cesar Felipe Juarez, Arturo Aguilar, Juan Francisco Novoa
2018	J	`jnl`	An efficient nonlinear approach for removing fixed-value impulse noise from grayscale images. J. Real Time Image Process. Dante Mújica-Vargas, José de Jesús Rubio, Jean Marie Vianney Kinani, Francisco J. Gallegos-Funes
2018	J	`jnl`	Block-Matching Fuzzy C-Means clustering algorithm for segmentation of color images degraded with Gaussian noise. Eng. Appl. Artif. Intell. Fernando Gamino-Sánchez, Isabel V. Hernández-Gutiérrez, Alberto J. Rosales-Silva, Francisco J. Gallegos-Funes, Dante Mújica-Vargas, Eduardo Ramos-Díaz, Blanca E. Carvajal-Gámez, Jean Marie Vianney Kinani
2018	—	`conf`	Performance comparison of 2D SLAM techniques available in ROS using a differential drive robot. CONIELECOMP Monserrat Rojas-Fernandez, Dante Mújica-Vargas, Manuel Matuz-Cruz, Diana Lopez-Borreguero
2018	J	`jnl`	Supresión de ruido Riciano en imágenes de resonancia magnética del cerebro utilizando un algoritmo de promedio local y global. Res. Comput. Sci. Sergio Eduardo Páez Aguilar, Dante Mújica-Vargas, Jean Marie Vianney Kinani
2017	J	`jnl`	Impulsive noise filtering using a Median Redescending M-Estimator. Intell. Data Anal. Dante Mújica-Vargas, Francisco J. Gallegos-Funes, José de Jesús Rubio, Jaime Pacheco
2013	J	`jnl`	A fuzzy clustering algorithm with spatial robust estimation constraint for noisy color image segmentation. Pattern Recognit. Lett. Dante Mújica-Vargas, Francisco J. Gallegos-Funes, Alberto Rosales-Silva
2013	J	`jnl`	Robust c-prototypes algorithms for color image segmentation. EURASIP J. Image Video Process. Dante Mújica-Vargas, Francisco J. Gallegos-Funes, Alberto Rosales-Silva, José de Jesús Rubio
2011	—	`conf`	Robust RML Estimator - Fuzzy C-Means Clustering Algorithms for Noisy Image Segmentation. MICAI (2) Dante Mújica-Vargas, Francisco J. Gallegos-Funes, Alberto Rosales-Silva, Rene Cruz-Santiago
2011	—	`conf`	Segmentation of Noisy Images Using the Rank M-type L-filter and the Fuzzy C-Means Clustering Algorithm. MCPR Dante Mújica-Vargas, Francisco J. Gallegos-Funes, Rene Cruz-Santiago