Effectiveness of an Adaptive Deep Learning-Based Intrusion Detection System. - William Eduardo Villegas-Ch.; Jaime Govea; Rommel Gutierrez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (IEEE Access, 2024)

Evaluating Neural Network Models for Word Segmentation in Agglutinative Languages: Comparison With Rule-Based Approaches and Statistical Models. - William Eduardo Villegas-Ch.; Rommel Gutierrez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (IEEE Access, 2024)

Optimizing Federated Learning on TinyML Devices for Privacy Protection and Energy Efficiency in IoT Networks. - William Eduardo Villegas-Ch.; Rommel Gutierrez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (IEEE Access, 2024)

Implementation of deep reinforcement learning models for emotion detection and personalization of learning in hybrid educational environments. - Jaime Govea; Alexandra Maldonado Navarro; Santiago Sánchez-Viteri; William Eduardo Villegas-Ch. (Frontiers Artif. Intell., 2024)

Optimization of inventory management through computer vision and machine learning technologies. - William Eduardo Villegas-Ch.; Alexandra Maldonado Navarro; Santiago Sánchez-Viteri (Intell. Syst. Appl., 2024)

Hybrid AI for Predictive Cyber Risk Assessment: Federated Graph-Transformer Architecture With Explainability. - Jaime Govea; Rommel Gutierrez; William Eduardo Villegas-Ch.; Alexandra Maldonado Navarro (IEEE Access, 2025)

Optimizing Problem-Solving in Technical Education: An Adaptive Learning System Based on Artificial Intelligence. - Rommel Gutierrez; William Eduardo Villegas-Ch.; Alexandra Maldonado Navarro; Sergio Luján-Mora (IEEE Access, 2025)

Optimization of the Traceability of Perishable Products Through Light Blockchain and IoT in the Food Industry. - William Eduardo Villegas-Ch.; Jaime Govea; Pablo Santiago Moncayo-Moncayo; Alexandra Maldonado Navarro; Carlos Chavez-Pirca (IEEE Access, 2025)

Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks. - William Eduardo Villegas-Ch.; Jaime Govea; Alexandra Maldonado Navarro; Pablo Palacios Játiva (IEEE Access, 2025)

Lightweight Blockchain for Authentication and Authorization in Resource-Constrained IoT Networks. - William Eduardo Villegas-Ch.; Rommel Gutierrez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (IEEE Access, 2025)

Integrating Explainable Artificial Intelligence in Anomaly Detection for Threat Management in E-Commerce Platforms. - William Eduardo Villegas-Ch.; Angel Jaramillo-Alcázar; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (IEEE Access, 2025)

Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments. - William Eduardo Villegas-Ch.; Alexandra Maldonado Navarro; Araceli Mera-Navarrete (Intell. Syst. Appl., 2025)

The Use of Interactive Narratives in Educational Games to Assess Vocational Interests: An Application of the RIASEC Test Integrated With OpenAI. - Rommel Gutierrez; Alexandra Maldonado Navarro; William Eduardo Villegas-Ch.; Aracely Mera-Navarrete (IEEE Trans. Learn. Technol., 2025)

Adaptive Authentication and Access Control System in Dynamic Educational Environments Based on AI. - William Eduardo Villegas-Ch.; Rommel Gutierrez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (Computer, 2025)

Adaptive intelligent tutoring systems for STEM education: analysis of the learning impact and effectiveness of personalized feedback. - William Eduardo Villegas-Ch.; Diego Buenaño-Fernández; Alexandra Maldonado Navarro; Aracely Mera-Navarrete (Smart Learn. Environ., 2025)