|  | Front matter (pp. 0–2) | 
|  | Table of Contents (pp. 3–4) | 
| 1. | L. Enrique Morales-Márquez, J. Arturo Olvera-López,  Ivan Olmos-Pineda (Mexico) Crime Prediction Using Computer Vision: Data Selection, Balancing, and Representation (pp. 5–16; abstract) | 
| 2. | Samantha Acosta-Ruiz, Mireya Tovar-Vidal, José A. Reyes-Ortiz (Mexico) Impact of Combined Attacks on Spam Detection: Targeted Poisoning and Backdoors (pp. 17–30; abstract) | 
| 3. | Juan Alvaro de la Rosa-Ipiña, Carlos Soubervielle-Montalvo,  Cesar Puente, Ruth Mariela Aguilar-Ponce, Luis Javier Ontañon García-Pimentel (Mexico) Parallel Video Tracking System based on Honeybee Swarm Behavior and Evaluated  on a Benchmark Dataset (pp. 31–43; abstract) | 
| 4. | Víctor Alejandro Méndez-López, Carlos Soubervielle-Montalvo,  Cesar Puente-Montejano, Rafael Peña-Gallardo, Emilio Jorge González-Galván (Mexico) Updating and Evaluating the Struck Tracker: A Comparative Study on the ALOV300++ Benchmark (pp. 45–58; abstract) | 
| 5. | Iván J. Sánchez-Cuapio, Ricardo Ramos-Aguilar, Paola A. Niño-Suárez,  Karla M. Cerón-Arriaga (Mexico) An Experimental Study on the Analysis of Gait Disorders Through Multimodal Feature Extraction (pp. 59–72; abstract) | 
| 6. | Monserrat Sánchez-Juárez, Eric Ramos-Aguilar,  Daniel Sánchez-Ruiz, Ricardo Ramos-Aguilar (Mexico) A Methodological Framework for Detecting Benevolent Misogynistic Hate Speech  in Mexican Political Discourse Using Transformer-Based Models (pp. 73–85; abstract) | 
| 7. | María Fernanda Arámburo-Castell, Juan Pintor-Michimani (Mexico) Instrument Recognition Using Spectral Features and SVM (pp. 87–98; abstract) | 
| 8. | Cybele Neves-Moutinho, María Fernanda Arámburo-Castell (Mexico) Literature Summary Based on TF-IDF with Term-Term Correlation Matrix Analysis (pp. 99–109; abstract) | 
| 9. | Michelle Guerra-Marín, Cybele Neves-Moutinho (Mexico) RGB Image Compression Using Discrete Cosine Transform via Fixed Quantization Matrix (pp. 111–120; abstract) | 
| 10. | Juan Francisco Pintor-Michimani, Michelle Guerra-Marín (Mexico) Optimization of Audio Cover Detection Using Genetic Algorithms and Dynamic Time Warping (pp. 121–131; abstract) | 
| 11. | Lourdes Beatriz Cajica-Maceda, Perla Noemí Mendez-Zavaleta,  Hugo Jair Escalante-Balderas, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad (Mexico) Node-weighted Graph Convolutional Network for Alzheimer’s Dementia Detection  from Transcribed Clinical Interviews with Data Augmentation (pp. 133–141; abstract) | 
| 12. | Eduardo V. Pérez-Hernández, Margarita Aviña-Corral,  Zaida Adriana Gárate-Cahuantzi, J. A. Carrasco-Ochoa, José Fco. Martínez-Trinidad, Alejandro A. Torres-García (Mexico) Intersubject Variability in Classification Models for Brain-Computer Interfaces (pp. 143–154; abstract) | 
|  | Back matter (p. 155) |