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ORCIDAlexandra Maldonado Navarro
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2020 – today
- 2025
[j15]William Eduardo Villegas-Ch.
, Angel Jaramillo-Alcázar, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Integrating Explainable Artificial Intelligence in Anomaly Detection for Threat Management in E-Commerce Platforms. IEEE Access 13: 29830-29846 (2025)- [j14]William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Lightweight Blockchain for Authentication and Authorization in Resource-Constrained IoT Networks. IEEE Access 13: 48047-48067 (2025) - [j13]Rommel Gutierrez, William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Sergio Luján-Mora:
Optimizing Problem-Solving in Technical Education: An Adaptive Learning System Based on Artificial Intelligence. IEEE Access 13: 61350-61367 (2025) - [j12]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) - [j11]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) - [j10]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) - [j9]William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Adaptive Authentication and Access Control System in Dynamic Educational Environments Based on AI. Computer 58(8): 53-63 (2025) - [j8]William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Araceli Mera-Navarrete:
Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments. Intell. Syst. Appl. 25: 200479 (2025) - [j7]William Eduardo Villegas-Ch., Diego Buenaño-Fernández, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Adaptive intelligent tutoring systems for STEM education: analysis of the learning impact and effectiveness of personalized feedback. Smart Learn. Environ. 12(1): 41 (2025) - [j6]Rommel Gutierrez, Alexandra Maldonado Navarro, William Eduardo Villegas-Ch., Aracely Mera-Navarrete:
The Use of Interactive Narratives in Educational Games to Assess Vocational Interests: An Application of the RIASEC Test Integrated With OpenAI. IEEE Trans. Learn. Technol. 18: 639-651 (2025) - 2024
- [j5]William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Evaluating Neural Network Models for Word Segmentation in Agglutinative Languages: Comparison With Rule-Based Approaches and Statistical Models. IEEE Access 12: 157556-157573 (2024) - [j4]William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete:
Optimizing Federated Learning on TinyML Devices for Privacy Protection and Energy Efficiency in IoT Networks. IEEE Access 12: 174354-174370 (2024) - [j3]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) - [j2]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) - [j1]William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Santiago Sánchez-Viteri:
Optimization of inventory management through computer vision and machine learning technologies. Intell. Syst. Appl. 24: 200438 (2024)
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