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2020 – today
- 2025
[j22]William Eduardo Villegas-Ch.
, Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete:
Optimizing Security in IoT Ecosystems Using Hybrid Artificial Intelligence and Blockchain Models: A Scalable and Efficient Approach for Threat Detection. IEEE Access 13: 16933-16958 (2025)- [j21]William Eduardo Villegas-Ch., Jaime Govea, Alexandra Maldonado Navarro, Pablo Palacios Játiva:
Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks. IEEE Access 13: 65356-65375 (2025) - [j20]William Eduardo Villegas-Ch., Jaime Govea, Pablo Santiago Moncayo-Moncayo, Alexandra Maldonado Navarro, Carlos Chavez-Pirca:
Optimization of the Traceability of Perishable Products Through Light Blockchain and IoT in the Food Industry. IEEE Access 13: 67599-67615 (2025) - [j19]William Eduardo Villegas-Ch., Jaime Govea, Diego Buenaño-Fernández, Aracely Mera-Navarrete:
Automating the Design of Scalable and Efficient IoT Architectures Using Generative Adversarial Networks and Model-Based Engineering for Industry 4.0. IEEE Access 13: 112271-112291 (2025) - [j18]Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch., Alexandra Maldonado Navarro:
Hybrid AI for Predictive Cyber Risk Assessment: Federated Graph-Transformer Architecture With Explainability. IEEE Access 13: 122187-122206 (2025) - [j17]Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch.:
Use of granular computing for resource optimization in IoT networks. Frontiers Commun. Networks 6 (2025) - 2024
- [j16]William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete:
Improving Interaction and Assessment in Hybrid Educational Environments: An Integrated Approach in Microsoft Teams With the Use of AI Techniques. IEEE Access 12: 93723-93738 (2024) - [j15]William Eduardo Villegas-Ch., Jaime Govea, Lorena Naranjo Godoy, Aracely Mera-Navarrete:
Virtual Reality Simulations for Skills Training: Improving Learning Through Immersive Experiences in Educational Environments. IEEE Access 12: 130073-130090 (2024) - [j14]William Eduardo Villegas-Ch., Jaime Govea, Roque Albuja, Diego Buenaño-Fernández, Aracely Mera-Navarrete:
Optimizing Automated Educational Systems: Adaptive Syllabus Generation and Precise Assessment Using Artificial Intelligence. IEEE Access 12: 173390-173409 (2024) - [j13]William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Effectiveness of an Adaptive Deep Learning-Based Intrusion Detection System. IEEE Access 12: 184010-184027 (2024) - [j12]William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez:
Optimizing Language Model-Based Educational Assistants Using Knowledge Graphs: Integration With Moodle LMS. IEEE Access 12: 191994-192012 (2024) - [j11]Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.:
Securing Critical Infrastructure with Blockchain Technology: An Approach to Cyber-Resilience. Comput. 13(5): 122 (2024) - [j10]Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch.:
Transparency and precision in the age of AI: evaluation of explainability-enhanced recommendation systems. Frontiers Artif. Intell. 7 (2024) - [j9]Jaime Govea, Alexandra Maldonado Navarro, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
Implementation of deep reinforcement learning models for emotion detection and personalization of learning in hybrid educational environments. Frontiers Artif. Intell. 7 (2024) - [j8]William Eduardo Villegas-Ch., Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri:
Advancing smart city factories: enhancing industrial mechanical operations via deep learning techniques. Frontiers Artif. Intell. 7 (2024) - [j7]Iván Ortiz-Garcés, Jaime Govea, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
CyberEduPlatform: an educational tool to improve cybersecurity through anomaly detection with Artificial Intelligence. PeerJ Comput. Sci. 10: e2041 (2024) - [j6]Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
Integration of Data and Predictive Models for the Evaluation of Air Quality and Noise in Urban Environments. Sensors 24(2): 311 (2024) - [j5]Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.:
Transforming Cybersecurity into Critical Energy Infrastructure: A Study on the Effectiveness of Artificial Intelligence. Syst. 12(5): 165 (2024) - 2023
- [j4]William Eduardo Villegas-Ch., Joselin García-Ortiz, Jaime Govea:
A Comprehensive Approach to Image Protection in Digital Environments. Comput. 12(8): 155 (2023) - [j3]Jaime Govea, Ernesto Ocampo Edye, Solange Revelo-Tapia, William Eduardo Villegas-Ch.:
Optimization and Scalability of Educational Platforms: Integration of Artificial Intelligence and Cloud Computing. Comput. 12(11): 223 (2023) - [j2]Angel Jaramillo-Alcázar, Jaime Govea, William Eduardo Villegas-Ch.:
Anomaly Detection in a Smart Industrial Machinery Plant Using IoT and Machine Learning. Sensors 23(19): 8286 (2023) - [j1]William Eduardo Villegas-Ch., Jaime Govea, Angel Jaramillo-Alcázar:
Tamper Detection in Industrial Sensors: An Approach Based on Anomaly Detection. Sensors 23(21): 8908 (2023)
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