|  | Front matter (pp. 0–2) | 
|  | Table of Contents (pp. 3–4) | 
| 1. | Ángel Cadena, Francisco F. López-Ponce, Gerardo Sierra,  Jorge Lázaro, Sergio-Luis Ojeda-Trueba Information Retrieval Techniques for Question Answering based on Pre-Trained  Language Models (pp. 5–15; abstract) | 
| 2. | Gustavo De Los Ríos-Alatorre, Luis Alberto Muñoz-Ubando Understanding and Tracking of Deformable Objects in the Context of Humanoid  Robotics: A Literature Review (pp. 17–29; abstract) | 
| 3. | Armando Martínez, Eduardo F. Morales, L. Enrique Sucar Relational Representation for Knowledge Transfer in Reinforcement Learning (pp. 31–44; abstract) | 
| 4. | Jaime A. García-Pulido, José M. Salomón-Montaño, Uziel H. López-Meneses,  Pablo Yamamoto-Magaña, Raúl Morales-Salcedo, Yoel Ledo-Mezquita, %%% Elioth Macias-Frotto Web Service for Inventory Control with Machine Learning and Interactive Maps  with Leaflet on the Google Cloud Platform (pp. 45–53; abstract) | 
| 5. | Rodrigo del Moral, Orlando Ramos-Flores, Helena Gómez-Adorno Enhancing Biomedical NLP in Spanish: Large Language Model’s Domain Adaptation  for Named Entity Recognition in Clinical Notes (pp. 55–65; abstract) | 
| 6. | Fernando Moreno, Adriana Lara Optimizing Affordably Tree Seeding to Enhance Mexico City’s Air Quality (pp. 67–81; abstract) | 
| 7. | Marco A. Bosquez-González, Luis E. Bojórquez-Almazán, Kevin G. Zazueta-Sánchez,  Yoel Ledo-Mezquita, Elioth Macias-Frotto Development of a Front-End with Dynamic Searches for Chatbot Retraining Using ReactJS (pp. 83–92; abstract) | 
| 8. | Diego A. Peralta-Rodríguez, Gerardo Lugo-Torres, José E. Valdez-Rodríguez,  Hiram Calvo Automated Handwriting Analysis for Personality Traits Recognition Using Image  Preprocessing Techniques (pp. 93–106; abstract) | 
| 9. | Cesar Macias, Miguel Soto, Marco A. Cardoso-Moreno, Hiram Calvo Modeling the Depressive Mind: A Machine Learning Approach to Deciphering Beck’s  Cognitive Triad (pp. 107–120; abstract) | 
| 10. | Sergio Pérez-Picazo, Hiram Galeana-Zapién, Edwyn Aldana-Bobadilla Understanding the Limits of Average Aggregation in Federated Learning Scenarios (pp. 121–136; abstract) | 
| 11. | Luis A. Fernández-Castro, Javier A. Valdivia-del-Ángel, Kevin G. Zazueta-Sánchez,  Ricardo Cantú-Martínez, Yoel Ledo-Mezquita, Elioth Macias-Frotto Front-End Responsive Web Application for Chatbot Retraining Using ReactJS with MongoDB (pp. 137–142; abstract) | 
| 12. | Alberto Alvarado Sandoval, Fernando Aguilar-Canto, Diana Jiménez,  Hiram Calvo Suicide Tendency Content Detection with Natural Language Processing and LIME Explainer (pp. 143–152; abstract) | 
| 13. | Rebai Rim, Maalej Mohamed Amin, Adel Mahfoudhi Bayesian Learning for User Modeling (pp. 153–165; abstract) | 
|  | Back matter (p. 167) |