Valentín Calzada-Ledesma

18 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Characterization of the Collagen Extraction Manufacturing Process Using Markov Chains and Artificial Neural Networks.
IEEE Access
Rosa Trasviña-Osorio, Sergio Alonso-Romero, Juan de Anda-Suárez, Valentín Calzada-Ledesma, Javier Yáñez-Mendiola, Luis Fernando Villanueva-Jiménez, Erick Rojas-Mancera
2025 — conf
From Keyframes to Narrative: A Multi-stage AI Pipeline for Scene Understanding Using Object Detection and Large Language Models.
MICAI (2)"
Valentín Calzada-Ledesma, Victor Castillo-Olivetto, Emmanuel Márquez-Robles, Carlos Orozco-Solis, Faustino Neri-Larios
2024 — ch.
Computational Optimization of Water Resources Management Through Evolutionary Computing: An Approach Based on the Transportation Problem.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Valentín Calzada-Ledesma, Blanca Verónica Zúñiga-Nuñez, José Alejandro Cornejo-Acosta
2024 J jnl
Ecosistema de internet de las cosas para la clasificación de la calidad del agua mediante aprendizaje máquina.
Res. Comput. Sci.
Valentín Calzada-Ledesma, Güily Uziel Cruz-Gallo, Alan Eduardo Stuart Cabrera-Alcalá, Jonathan López-Arellano
2024 J jnl
Filtros Espaciales aprendibles en CNNs: Análisis de filtros de Gabor hacia un entrenamiento más eficiente.
Res. Comput. Sci.
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2024 — conf
Learnable Gabor Filters in CNNs: Avoiding Filter Degeneration via Early Stopping Based on Similarity Metrics.
MCPR
Carlos Orozco-Solis, Alfonso Rojas Domínguez, Héctor Puga, Manuel Ornelas-Rodríguez, Martín Carpio, Valentín Calzada-Ledesma
2024 J jnl
Water Stress Challenges: Mathematical Modeling of Water Resource Management.
Computación y Sistemas (CyS)
Valentín Calzada-Ledesma, José Alejandro Cornejo-Acosta, Blanca Verónica Zúñiga-Nuñez
2023 J jnl
RGB pixel n-grams: A texture descriptor.
Signal Process. Image Commun.
Fátima Belén Paiva Pavón, María Cristina Orué Gil, José Luis Vázquez Noguera, Helena Gómez-Adorno, Valentín Calzada-Ledesma
2022 J jnl
A Novel Metaheuristic Framework Based on the Generalized Boltzmann Distribution for COVID-19 Spread Characterization.
IEEE Access
Juan de Anda-Suárez, Valentín Calzada-Ledesma, David Asael Gutiérrez Hernández, Raúl Santiago-Montero, Luis Fernando Villanueva-Jiménez, Sergio Rodríguez-Miranda
2022 J jnl
Metaheuristic-Boltzmannian optimization model: A new methodology for convergence using the Jensen-Shannon metric in continuous optimization problems.
Swarm Evol. Comput.
Juan de Anda-Suárez, Valentín Calzada-Ledesma, Lucero Ortiz-Aguilar
2021 J jnl
Decision-Making System Based on a Fuzzy Hierarchical Analysis Process and an Artificial Neural Network for Flow Shop Machine Scheduling Model Under Uncertainty.
IEEE Access
Luis Fernando Villanueva-Jiménez, José Antonio Vázquez-López, Javier Yáñez-Mendiola, Valentín Calzada-Ledesma, Juan de Anda-Suárez
2021 J jnl
Diseño de descriptores mediante evolución gramatical para el reconocimiento de imágenes de expresiones faciales.
Res. Comput. Sci.
Manuel Alejandro Torres Fonseca, Valentín Calzada-Ledesma, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes
2020 — ch.
Direct and Indirect Evolutionary Designs of Artificial Neural Networks.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
O. Alba-Cisneros, Andrés Espinal, G. López-Vázquez, Marco Aurelio Sotelo-Figueroa, Omar Jair Purata-Sifuentes, Valentín Calzada-Ledesma, R. A. Vázquez, Horacio Rostro-González
2019 J jnl
Symmetric-Approximation Energy-Based Estimation of Distribution (SEED): A Continuous Optimization Algorithm.
IEEE Access
Juan de Anda-Suárez, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Valentín Calzada-Ledesma, Alfonso Rojas Domínguez, Solai Jeyakumar, Andrés Espinal
2018 — ch.
A Comparison of Image Texture Descriptors for Pattern Classification.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, Claudia Guadalupe Gómez-Santillán
2018 J jnl
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification.
IEEE Access
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Juan Martín Carpio Valadez, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa
2017 — ch.
Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems.
Nature-Inspired Design of Hybrid Intelligent Systems
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Juan Martín Carpio Valadez, Claudia Guadalupe Gómez-Santillán
2013 J jnl
Análisis de componentes principales aplicado al proceso de reconocimiento de objetos 3D bajo rotación.
Res. Comput. Sci.
Héctor Puga, Manuel Ornelas, Martín Carpio, Raúl Santiago-Montero, Valentín Calzada-Ledesma