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ORCID17th MCPR 2025: Guanajuato, Mexico
- Adrián Pastor López-Monroy
, Alejandro Rosales-Pérez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025, Proceedings. Lecture Notes in Computer Science 15715, Springer 2025, ISBN 978-3-031-96254-7
Pattern Recognition and Machine Learning Techniques
- Miranda Naian Ramírez-Cruz, Luis Enrique Sucar, Eduardo F. Morales, Jesús Joel Rivas:
Detection of Concept Drift in Bayesian Networks. 3-12 - Misael A. Rivas-Juarez, Osvaldo A. Tapia-Dueñas, Hermilo Sánchez-Cruz:
Hausdorff Distance Optimization in Low-Density Point Clouds. 13-25 - Guillermo De Ita, Michelle Guerra, Juan Pintor, Cybele Moutinho:
Extremal Topologies for the Merrifield-Simmon Index on Dendrimers in Drug Delivery. 26-35 - Alonso Vela Morales, José Carlos Ortiz-Bayliss, Jorge M. Cruz-Duarte, Iván Amaya:
Tailoring Bounded Instances for the Job Shop Scheduling Problem Through Unified Particle Swarm Optimization. 36-45 - Adrián J. Ramírez-Díaz, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. 46-55 - Daybelis Jaramillo-Olivares, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Exact Versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. 56-67 - Marco Esaú Martínez García, Alejandra Cruz-Bernal, Carlos Alberto Ugalde-Caballero:
Optimized Early Detection of Bark Beetles Through Automated Segmentation and Machine Learning Classification. 68-77 - Alejandro Rosales-Pérez, Norberto A. Hernández-Leandro, Erika-Tatiana Rueda-Santos:
Handling Constraints in Clustering via Multi-Objective Evolutionary Algorithms. 78-89 - Ricardo Ramos-Aguilar, Daniel Sánchez-Ruiz, Liliana Estela Rubí-Sánchez, Eric Ramos-Aguilar, Karla Rivera-Lima, Gerardo Suarez-Gonzalez:
Analysis of Children's Emotions in Sketches Using Classical and Deep Learning Approaches. 90-100 - José Eduardo Zárate-Aranda, José Carlos Ortiz-Bayliss:
Heuristic-Based Optimization Using Elementary Cellular Automata: A Preliminary Study on the Knapsack Problem. 101-109
Language Processing and Recognition
- Jesús Antonio Navarrete-López, Jesús Javier Gortarez-Pelayo, Irvin Hussein López-Nava:
Dynamic Strategy for Recognizing the Mexican Sign Language Alphabet: Bridging Static and Dynamic Signs. 113-122 - María del Carmen García-Galindo, Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Ledeneva:
Classification of Suicidal Texts Based on Emotional Change Detection Using LSTM. 123-132 - Erick Barrios González, Mireya Tovar Vidal, María Teresa Torrijos Muñoz:
Synthetic Corpus of Emotions for Detection of Depression in Social Networks. 133-143 - Juan A. Ramirez-Quintana, Ricardo S. Ang-Foster, Mario Ignacio Chacon Murguia, Abimael Guzmán-Pando, Alma Delia Corral Sáenz:
Deep Neural Networks and Log-Mel Spectrogram for Emotion Recognition Through Spanish Speech. 144-153 - Eric Ramos-Aguilar, J. Arturo Olvera-López, Iván Olmos Pineda:
Phonetic Spectral Image Representation for Yuhmu Language Analysis. 154-164 - Ana Laura Lezama Sánchez, Mireya Tovar Vidal:
Multi-label Classification of Texts on Harassment and Discrimination with Neural Networks. 165-174 - Johan Sánchez, Angel Cruz-Roa:
Exploring a Multimodal Language Model for Auto-Captioning and Visual Question Answering in Histopathology Images. 175-188
Computer Vision
- Guillermo A. Jiménez-Frías, Francisco J. Hernandez-Lopez, Thomas Batard, Silvana Forti-Sosa, Eduardo Pérez-Pech:
Automatic Counting System in a Region of Interest from Videos Taken by Drones. 191-200 - Arturo Javier Aceves Ramírez, Leopoldo Altamirano Robles:
Real-Time Image Analysis Using a Depth Camera for UAV Applications. 201-212 - Esteban Reyes-Saldana, Mariano Rivera:
Extending Reference-Based Texture Transformers for Image Dehazing. 213-223 - Edgar I. Chavez-Aparicio, Héctor M. Becerra, Jean-Bernard Hayet:
Vision-Based Formation Control Using Visual Servoing and Virtual Homographies. 224-233 - Gregorio A. Oropeza-Gomez, Onofre Orozco-López, Francisco J. Casillas-Rodríguez, Francisco Gerardo Peña Lecona, Jesús Muñoz-Maciel, Miguel Mora-González:
Laser Beam Centroid Detection for Automatic Spatial Filtering: A Comparative Analysis of Machine Vision Algorithms. 234-244 - Víctor Romero Bautista, Leopoldo Altamirano Robles, Raquel Díaz-Hernández:
Towards End-to-End Visual Odometry for Unstructured Agricultural Environments. 245-256
Medical Applications of Pattern Recognition
- Vanessa Fontalvo Reniz, Carlos Alberto Leones Rivera, Yazmina Yolanda Vecino Yepes, José Escorcia-Gutierrez, Margarita Gamarra:
Early Detection of Acute Myocardial Infarction (AMI) Risk Using Optimized Machine Learning Models. 259-268 - Eugenia Arrieta Rodríguez, José Araque-Gallardo, Oscar Luis Teheran Forero, Emiro de la Hoz Franco, José Escorcia-Gutierrez:
Deep Learning Approaches for Glaucoma Detection: A Comparative Study of CNN Models on Retinal Fundus Images. 269-278 - Edgar Omar Martínez-Jiménez, Leopoldo Altamirano Robles, Raquel Díaz-Hernández, Saúl Zapotecas Martínez:
Classification of CFD-Generated Aortic Flow Images Using Neural Networks. 279-289 - Fidencio Alarcón-López, Krissel Ofelia Pesqueira-Ramzahuer, Rafael Rivera-López, Noemi del Carmen Tenorio-Prieto, Erick De-La-Cruz-Hernandez, Juana Canul-Reich:
Explainable Diagnosis of Bacterial Vaginosis: A Hierarchical Approach Based on XAI. 290-299
Reinforcement Learning
- Jorge Gutiérrez, Luis Enrique Sucar, Rafael Murrieta-Cid, Israel Becerra, Gabriel Omar Flores-Aquino:
Evaluating Deep Reinforcement Learning for Robotic Navigation. 303-312 - Salvador Garcilita-Arguello, Edgar Roman-Rangel:
Determining Optimal Population Management with Reinforcement Learning. 313-323
Deep Learning and Neural Networks
- Ulises A. Gonzalez-Valadez, Rafael A. García-Ramírez, Iván Cruz-Aceves, Arturo Hernández Aguirre, Martha Alicia Hernandez-Gonzalez, Sergio E. Solorio-Meza:
Hybrid Deep Learning Architecture for Automatic Detection of Coronary Stenosis in X-Ray Videos. 327-336 - Marcela Morales Quispe, Jean-Bernard Hayet:
Predicting Crowd Motion with Diffusion Models. 337-347 - Maria Fernanda Castro-Colin, Erick G. G. de Paz, Adrian M. Escobar-Ruiz:
Enhancing Perceptron Learning Through Bayesian Optimisation and Cross-Validation. 348-357 - Jose Sotelo-Barrales, Mariko Nakano-Miyatake, Héctor M. Pérez Meana, Giovanny Sanchez-Rivera:
Facial Expression Recognition Using Lightweight CNNs and Soft Voting. 358-367 - Hiram-Efrain Orocio-Garcia, Iván Cruz-Aceves, Arturo Hernández Aguirre:
Automatic Segmentation of the Major Temporal Arcade Using U-Net Attention Architecture. 368-378 - Matias Grynberg Portnoy, Emmanuel Ovalle-Magallanes:
A Lightweight Diffusion Model with Modified Sampler. 379-389 - Arely Hilda Luis-Tiburcio, Marisol Flores-Garrido:
Unsupervised Emotion Analysis in Popular Music Lyrics in Mexico Using a BERT-Based Model. 390-400
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