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Alexandra Maldonado Navarro

Observed name: Alexandra Maldonado-Navarro
ORCID: 0009-0009-5885-5240
Observed ORCID: 0009-0009-5885-5240
OpenAlex ID: A5114229487
Adaptive intelligent tutoring systems for STEM education: analysis of the learning impact and effectiveness of personalized feedback
2025 · William Villegas-Ch, Diego Buenano-Fernandez, et al. · Smart Learning Environments · 132
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Optimization of inventory management through computer vision and machine learning technologies
2024 · William Villegas-Ch, Alexandra Maldonado Navarro, et al. · Intelligent Systems with Applications · 82
Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks
2025 · William Villegas-Ch, Jaime Govea, et al. · IEEE Access · 45
Implementation of deep reinforcement learning models for emotion detection and personalization of learning in hybrid educational environments
2024 · Jaime Govea, Alexandra Maldonado Navarro, et al. · Frontiers in Artificial Intelligence · 38
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Effectiveness of an Adaptive Deep Learning-Based Intrusion Detection System
2024 · William Villegas-Ch, Jaime Govea, et al. · IEEE Access · 30
Lightweight Blockchain for Authentication and Authorization in Resource-Constrained IoT Networks
2025 · William Villegas-Ch, Rommel Gutierrez, et al. · IEEE Access · 21
Optimizing Problem-Solving in Technical Education: An Adaptive Learning System Based on Artificial Intelligence
2025 · Rommel Gutierrez, William Eduardo Villegas-Ch, et al. · IEEE Access · 20
Integrating Explainable Artificial Intelligence in Anomaly Detection for Threat Management in E-Commerce Platforms
2025 · William Villegas-Ch, Angel Jaramillo-Alcázar, et al. · IEEE Access · 18
Optimizing Federated Learning on TinyML Devices for Privacy Protection and Energy Efficiency in IoT Networks
2024 · William Villegas-Ch, Rommel Gutierrez, et al. · IEEE Access · 16
Optimization of the Traceability of Perishable Products Through Light Blockchain and IoT in the Food Industry
2025 · William Villegas-Ch, Jaime Govea, et al. · IEEE Access · 12
Hybrid AI for Predictive Cyber Risk Assessment: Federated Graph-Transformer Architecture With Explainability
2025 · Jaime Govea, Rommel Gutierrez, et al. · IEEE Access · 9
Integrating artificial intelligence and data envelopment analysis for sustainable efficiency assessment in higher education
2026 · William Villegas-Ch, Rommel Gutierrez, et al. · Computers and Education Artificial Intelligence · 8
Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments
2025 · William Villegas-Ch, Alexandra Maldonado Navarro, et al. · Intelligent Systems with Applications · 8
The Use of Interactive Narratives in Educational Games to Assess Vocational Interests: An Application of the RIASEC Test Integrated With OpenAI
2025 · Rommel Gutierrez, Alexandra Maldonado Navarro, et al. · IEEE Transactions on Learning Technologies · 7
Artificial intelligence techniques for enhancing accuracy and efficiency in digital forensic analysis
2025 · William Villegas-Ch, Rommel Gutierrez, et al. · Discover Artificial Intelligence · 5
Adaptive Authentication and Access Control System in Dynamic Educational Environments Based on AI
2025 · William Eduardo Villegas, Rommel Gutierrez, et al. · Computer · 4
Evaluating Neural Network Models for Word Segmentation in Agglutinative Languages: Comparison With Rule-Based Approaches and Statistical Models
2024 · William Villegas-Ch, Rommel Gutierrez, et al. · IEEE Access · 3
Federated and explainable learning analytics for privacy-preserving academic risk modeling across heterogeneous educational institutions
2026 · William Villegas-Ch, Alexandra Maldonado Navarro, et al. · Computers and Education Artificial Intelligence · 2
Cross-Domain Analysis of Fake News Detection With Explainable Transformers
2026 · William Eduardo Villegas-Ch, Rommel Gutierrez, et al. · IEEE Intelligent Systems · 2
Technical evaluation of language models adapted for the automation of legal contracts: clause extraction, classification, and summarization
2026 · Jaime Govea, Iván Ortiz-Gárces, et al. · Frontiers in Artificial Intelligence · 1
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Works count: 20
Citation count: 463
H-index: 10
I10-index: 10
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