Table of Contents
Articles of the Thematic Section (2)
Confidence Calibration of CNNs in Medical Image Databases | |
Nancy López-Miguel, Raquel Diaz-Hernández, Leopoldo Altamirano-Robles | 7-14 |
Atrial Fibrillation Classification Using a Deep Spectral Autoencoder | |
Enrique Quezada-Próspero, Dante Mújica-Vargas, Luis A. Cruz-Próspero, Christian García-Aquino, Ángel A. Rendón-Castro | 15-28 |
Adaptive Intrusion Detection System: Hybrid K-Means and Random Forest Approach with Concept Drift Detection | |
Eric Garcıa-Huitzitl, Lázaro Bustio-Martínez, René Cumplido | 29-42 |
Impact of Altered Oxygen Level on the Growth Dynamics of Hanging Tumor | |
Alex Saul Salas-Tlapaya, Anabel Sánchez-Sánchez, Raquel Díaz-Hernández, Leopoldo Altamirano-Robles | 43-52 |
Pyramidal Rat Neurons Segmentation in Microscopy Low-Resolution Images | |
Eréndira Vázquez-Palacios, Hayde Peregrina-Barreto, J. Hugo Barrón-Zambrano, Jorge Flores-Hernández, Stephany Altamirano-Aguilar, Evelyn Ruíz-Luna | 53-63 |
Deep-Learning-based Electrical Fault Detection in Photovoltaic Modules through Aerial Infrared Imaging: Addressing Data Complexity | |
Luis E. Montañez, Daniela Moctezuma, Luis M. Valentín-Coronado | 65-75 |
Optimizing Electrocardiogram Denoising for Enhanced Cardiovascular Disease Detection: A Metaheuristic Approach | |
Javier Galvis-Chacón, Oscar Ramos-Soto, Diego Oliva, Arturo Valdivia, Horacio Rostro-González, Saúl Zapotecas-Martínez, Marco Perez-Cisneros | 77-89 |
Image Contrast Enhancement: The Synergistic Power of a Dual-Gamma Correction Function and Evolutionary Algorithms | |
Laritza Pérez-Enriquez, Miguel Jiménez-Domínguez, Néstor García-Rojas, Saúl Zapotecas-Martínez, Leopoldo Altamirano-Robles | 91-101 |
Comparative Analysis of Classification Models Using Midjourney-generated Images in the Realm of Machine Learning | |
Anna Karen Gárate-Escamilla, Rafael Martínez, José Carlos Ortiz-Bayliss, Amir Hajjam | 103-110 |
Ethical Challenges in Demand Prediction: A Case Study in the Wholesale Grocery Sector | |
Jorge Duarte, Lourdes Martíınez-Villaseñor | 111-121 |
Leveraging Data-intensive Graph Attention Networks to Quantify the Bitcoin Blockchain True Decentralization | |
Juan Muñoz, Benito Rojas | 123-134 |
Detection of Depression Using Depression Indicators | |
Erick Barrios González, Mireya Tovar Vidal, Meliza Contreras González | 135-143 |
Automatic Translation of Sentences to Mexican Sign Language: Rule-based Machine Translation and Animation Synthesis in Avatar | |
Bella Martinez-Seis, Obdulia Pichardo-Lagunas, Eliot Hernández-Morales, Oscar Rivera-Rodríguez, Sabino Miranda | 145-155 |
A Data Machine Learning-driven Approach to Explore Resilience and Sustainability of Mexico’s Water Resource Management | |
Adrián Landaverde-Nava, Cristian Gonzaga-López, Michael Steven Delgado-Caicedo, Evelyn Geovanna Pérez-Gómez, Jesús Yair Ramírez-Islas, Luis Gerardo Lagunes-Nájera, Deborah Tirado-Hernández, Elisabetta Crescio, Miguel Gonzalez-Mendoza | 157-167 |
Requency-distance Cochlea Equations Applied in Automatic Recognition Audio Signals | |
José Luis Oropeza Rodríguez, Omar Velázquez López | 169-178 |
Designing Optimal CNNs Architectures Using Metaheuristic Algorithms Applied to the Classification of Alzheimer's Disease | |
Claudia I. Gonzalez | 179-189 |
Position and Orientation Control on Three-step by a State Machine for an Omnidirectional Mobile Robot | |
Prometeo Cortés-Antonio, Fevrier Valdez, Patricia Melin, Oscar Castillo | 191-199 |
Articles of the Thematic Section
Editorial for Thematic Section: Advances in Pattern Recognition | |
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad | 201-203 |
Lesion Labeling Analysis in LR Assisted by SAM-DR and Segmentation with YOLO v8-obb | |
Edgar Gilberto Platas-Campero, Raquel Díaz-Hernández, Leopoldo Altamirano-Robles | 205-216 |
A Greedy Algorithm for Highlighting of Color Dominance in Tomato Leaves and Fruit Segmentation | |
Juan Pablo Guerra Ibarra, Francisco Cuevas de la Rosa | 217-227 |
A Model to Optimize the Allocation of Public Administrative Services | |
Edgar Jardón, Marcelo Romero, José Raymundo Marcial-Romero | 229-239 |
Applied Unsupervised Learning for Pattern Recognition of Depression cases within a Young Adult Population | |
Octavio Mendoza, Mireya Tovar Vidal, Meliza Contreras | 241-251 |
Boundary Tracing for Digital Objects of Triangular Pixels | |
Petra Wiederhold | 253-262 |
Comparison of Projection and Reconstruction Techniques in Sinograms for Breast Lesion Classification | |
Estefania Ruiz Muñoz, Leopoldo Altamirano Robles, Raquel Díaz Hernández | 263-271 |
Deep Learning Approaches to Bird’s-Eye View Transformation and RGB-Depth Fusion in Autonomous Vehicles | |
Daniel A. Martinez-Barba, Luis M. Valentín Coronado, Israel Becerra, Sebastían Salazar Colores, Carlos Paredes Orta | 273-282 |
Enhancing the Detection of Sexist Messages Through a Multi-Profile-Based Ensemble Approach | |
Martha Paola Jimenez-Martinez, Irvin Hussein Lopez-Nava, Manuel Montes-y-Gómez | 283-294 |
From GUI to VUI: A Natural Language Approach to Multimodal Medical System | |
Juan C. Olivares-Rojas, J. Gabriel González-Serna, J. Guadalupe Ramos-Díaz, Noe A. Castro-Sánchez, Johan W. González-Murueta | 295-309 |
Machine Learning, Missing Values, and Algorithm Selectors: The Untold Story | |
Anna Karen Gárate-Escamilla, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín | 311-323 |
Spatial Dynamics Behavioral Analysis of Motivational Operations Using Weighted Voronoi Diagrams | |
Carlos Alberto Hernández-Linares, Porfirio Toledo, Brenda Zarahí Medina-Pérez, Varsovia Hernández, Martha Lorena Avendaño-Garrido, Víctor Quintero, Alejandro León | 325-335 |
Articles
Comparative study of Particle Swarm Optimization and Differential Evolution Algorithms on a Graphics Processing Unit | |
Gerardo Laguna-Sanchez, Mauricio Olguin-Carbajal, Juan Carlos Herrera-Lozada, O Cervantes Martínez | 337-352 |
Gender Recognition of Teen and Adult Voices in Non-Tonal and Tonal Languages in Uncontrolled Environments | |
Enrique Díaz-Ocampo, Areli Karina Martínez-Tapia, Andrea Magadán-Salazar, Raúl Pinto-Elías, Máximo López-Sánchez, Yael Bensoussan | 353-364 |
A Cooperative Algorithm to Tackle the Truck and Trailer Routing Problem | |
Ricardo Pérez-Rodrı́guez, Luis Eduardo Urban Rivero | 365-375 |
A Container-Based Cloud Implementation of a Multi-Swarm PSO for Fuzzy Controller Optimization | |
Alejandra Mancilla, Mario García-Valdez, Oscar Castillo, Juan J. Merelo Guervós | 377-391 |
Flood Mapping through Sentinel-1, Sentinel-2 Imagery and U-NET Deep Learning Model | |
Fernando Pech May, Omar Álvarez Cárdenas, Germán Ríos Toledo | 393-407 |
Semantic MOCIBA 2021: A Vocabulary for Cyberbullying based on Open Data Analysis | |
María Auxilio Medina Nieto, Jorge de la Calleja Mora, Eduardo López Domínguez, Yesenia Hernández Velázquez, Delia Arrieta Díaz | 409-422 |
Formal Modeling and Verification of Healthcare Systems Requirements Based on Simulation and Hoare Logic | |
Naima Beladam, Abdelghani Ghomari | 423-439 |
Best Practices and their Influence on Decision Making: A Comprehensive Systematic Review | |
Johnny Astete-Llerena, Javier Gamboa-Cruzado, Magaly Arangüena Yllanes, Alfonso Tesén Arroyo, Dennis Castro-Valverde, María León Morales, Nancy Pajares Ruiz, Liliana Chanona-Hernández | 441-459 |
Efficient Geographic Routing for Ad Hoc Vehicle Networks | |
Ikram Cherifi, Zoulikha Mekkakia Maaza | 461-479 |
Clasificación temática automática exhaustiva del corpus Reuters 21578 con aprendizaje automático supervisado | PDF (Spanish) |
Juan Manuel Arengas Acosta, Rafael Guzman Cabrera, Misael López Ramírez, Anderson Smith Florez Fuentes | 481-499 |
Binary Coronavirus Disease Optimization Algorithm for Spectral Band Selection | |
Seyyid Ahmed Medjahed, Fatima Boukhatem | 501-510 |
Transforming Freight Transport with Business Intelligence: A Case Study in the Peruvian Logistics Sector | |
Alexis Barrientos-Aguilar, Javier Gamboa-Cruzado, Reyna López de Montoya, N. Mercedes Ortiz Céliz, Leonidas Asto Huaman, Fernando Sinche Crispin, Germán Ríos-Toledo | 511-528 |
Report on PhD Thesis
Simulation of Corn Production in Chicontepec Veracruz with Agent-Based Modeling | |
José Osorio-Antonia, Luis Arturo Rivas-Tovar, Fredy Juárez-Pérez | 529-544 |
ISSN: 2007-9737