- Artificial Intelligence and Data Science.- Combining Synthetic Minority Over-sampling Technique and Multinomial Naive Bayes for Sentiment Analysis on Imbalanced Social Media Datasets.- Stance-EC: A Spanish Dataset of Political Discourse on X/Twitter for Stance Detec-tion.- Data Science for the Analysis and Prediction of Energy Consumption in an Industrial Processing Plant.- Unveiling Seasonal Air Pollution Patterns with Data Mining.- Enriching Dataset Metadata with LLMs to Unlock Semantic Meaning.- Satellite Tile Extraction for Agricultural Monitoring Models Based on Computer Vi-sion and Deep Learning.- Boosting Automatic Speech Recognition Performance for Noisy Emergency Calls with Hybrid Processing Techniques.

- E-Learning.- CARE+: A Methodology for AI-Enhanced Learning that Develops 21st Century Competencies.- Wellness-Aware Course Allocation: A Data-Driven Framework for Assigning Subjects to University Professors.- Implementation of LLM-based Chatbots for Academic Support in Higher Education Institutions: A Case Study.- Automated Advisor Matching for Student Theses Using Transformer-Based Topic Modeling.- Optimizing Learning Analytics in Serious Games: Reengineering the MIDI-am Dash-board.- A Data Integration Framework to Support Accreditation and Strategic Evaluation in Higher Education Institutions: A Case Study in Ecuador.- ICT Applications.

- AI-BananaMapping: A Drone-Based Remote Sensing System for the Automatic Detection of Moko and Black Sigatoka in Banana Crops.- Air Quality Analysis in Educational Environments Through an IoT-based Monitoring System.- State of the Art of CAPTCHA as a Security Mechanism: Current Challenges and New Perspectives in Human Identification.- A Machine Learning and SUMO-Based Framework for CO2 Emission Prediction in Urban Areas with Web Application Deployment.- GPT-Based Semantic Similarity Analysis for Enhanced Emergency Call Response.- Machine Learning Algorithms for Predicting Agricultural Crop Production and Sales in Ecuador.- Software.- GR-orbit-toolkit: A Python-Based Software for Simulating and Visualizing Relativ-istic Orbits.

- A Systematic Literature Review on the Security Weaknesses of Fully Homomorphic Encryption Schemes.- A Domain-Specific Language and Model-Based Engine for Implementing Container Infrastructures for Data Science Applications.- Systematic Literature Review on Innovative Techniques for Malware Prevention in Superapps: A Focus on Miniapp Threats.- Numerical Performance Analysis of the Direct and Barnes-Hut Algorithm for Solving the N-Body Problem.- Doctoral Consortium.- Toward an Integrated Architecture for Personalized Learning: Combining Generative AI, Gamification, and UX.- Model-Driven Intelligent User Interfaces Using Machine Learning.- Multimodal Framework for supporting diagnosis and intervention of excessive use of social networks by university students.

- Toward a Robust and Enhanced DevSecOps Framework.- Cost-efficient SQL Engines for Big Data queries based on EMR Clusters.- A Proposed Methodology for Semantic Alignment and Specialization of Pre-trained Multilingual Embeddings Using Mixture-of-Experts and Contrastive Learning for Legal Text Retrieval in Ecuador.