Rommel Gutierrez

26 papers Journal 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive mathematical competency assessment using graph neural networks and reinforcement learning. Discov. Artif. Intell. Rommel Gutierrez, Alexandra Maldonado Navarro, William Eduardo Villegas-Ch.
2026	J	`jnl`	Artificial intelligence techniques for enhancing accuracy and efficiency in digital forensic analysis. Discov. Artif. Intell. William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro
2026	J	`jnl`	Integrating artificial intelligence and data envelopment analysis for sustainable efficiency assessment in higher education. Comput. Educ. Artif. Intell. William Eduardo Villegas-Ch., Rommel Gutierrez, Angel Jaramillo-Alcázar, Alexandra Maldonado Navarro
2025	J	`jnl`	Adaptive Authentication and Access Control System in Dynamic Educational Environments Based on AI. Computer William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2025	J	`jnl`	Adaptive consensus optimization in blockchain using reinforcement learning and validation in adversarial environments. Frontiers Artif. Intell. Rommel Gutierrez, William Eduardo Villegas-Ch., Jaime Govea
2025	J	`jnl`	Autonomous federated defense for zero-day threats in IIoT: explainable agents with real-time edge inference. Frontiers Commun. Networks William Eduardo Villegas-Ch., Rommel Gutierrez, Jaime Govea, Pablo Palacios
2025	J	`jnl`	Development of adaptive and emotionally intelligent educational assistants based on conversational AI. Frontiers Comput. Sci. Rommel Gutierrez, William Eduardo Villegas-Ch., Jaime Govea
2025	J	`jnl`	Explainable educational assistant integrated in Moodle: automated semantic assessment and adaptive tutoring based on NLP and XAI. Discov. Artif. Intell. William Eduardo Villegas-Ch., Rommel Gutierrez, Joselin García-Ortiz, Vanessa Guevara
2025	J	`jnl`	Hybrid AI for Predictive Cyber Risk Assessment: Federated Graph-Transformer Architecture With Explainability. IEEE Access Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch., Alexandra Maldonado Navarro
2025	J	`jnl`	Implementing federated learning for privacy-preserving emotion detection in educational environments. Frontiers Artif. Intell. Rommel Gutierrez, William Eduardo Villegas-Ch., Sergio Luján-Mora
2025	J	`jnl`	Lightweight Blockchain for Authentication and Authorization in Resource-Constrained IoT Networks. IEEE Access William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2025	J	`jnl`	Modular middleware for IoT: scalability, interoperability and energy efficiency in smart campus. Frontiers Commun. Networks Rommel Gutierrez, William Eduardo Villegas-Ch., Jaime Govea
2025	J	`jnl`	Multimodal Emotional Detection System for Virtual Educational Environments: Integration Into Microsoft Teams to Improve Student Engagement. IEEE Access William Eduardo Villegas-Ch., Rommel Gutierrez, Aracely Mera-Navarrete
2025	J	`jnl`	Optimizing Problem-Solving in Technical Education: An Adaptive Learning System Based on Artificial Intelligence. IEEE Access Rommel Gutierrez, William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Sergio Luján-Mora
2025	J	`jnl`	Optimizing Security in IoT Ecosystems Using Hybrid Artificial Intelligence and Blockchain Models: A Scalable and Efficient Approach for Threat Detection. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete
2025	J	`jnl`	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. Rommel Gutierrez, Alexandra Maldonado Navarro, William Eduardo Villegas-Ch., Aracely Mera-Navarrete
2025	J	`jnl`	Use of granular computing for resource optimization in IoT networks. Frontiers Commun. Networks Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch.
2024	J	`jnl`	Adaptive Security Framework for the Internet of Things: Improving Threat Detection and Energy Optimization in Distributed Environments. IEEE Access William Eduardo Villegas-Ch., Rommel Gutierrez, Iván Sánchez-Salazar, Aracely Mera-Navarrete
2024	J	`jnl`	Application of Deep Learning Models for Real-Time Automatic Malware Detection. IEEE Access Rommel Gutierrez, William Eduardo Villegas-Ch., Lorena Naranjo Godoy, Aracely Mera-Navarrete, Sergio Luján-Mora
2024	J	`jnl`	Effectiveness of an Adaptive Deep Learning-Based Intrusion Detection System. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2024	J	`jnl`	Evaluating Neural Network Models for Word Segmentation in Agglutinative Languages: Comparison With Rule-Based Approaches and Statistical Models. IEEE Access William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2024	J	`jnl`	Improving Interaction and Assessment in Hybrid Educational Environments: An Integrated Approach in Microsoft Teams With the Use of AI Techniques. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete
2024	J	`jnl`	Multimodal AI techniques for pain detection: integrating facial gesture and paralanguage analysis. Frontiers Comput. Sci. Rommel Gutierrez, Joselin García-Ortiz, William Eduardo Villegas-Ch.
2024	J	`jnl`	Optimizing Federated Learning on TinyML Devices for Privacy Protection and Energy Efficiency in IoT Networks. IEEE Access William Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2024	J	`jnl`	Optimizing Language Model-Based Educational Assistants Using Knowledge Graphs: Integration With Moodle LMS. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez
2024	J	`jnl`	Transparency and precision in the age of AI: evaluation of explainability-enhanced recommendation systems. Frontiers Artif. Intell. Jaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch.