William Eduardo Villegas-Ch.

83 papers Journal 79Unranked 4

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`	Adaptive intelligent tutoring systems for STEM education: analysis of the learning impact and effectiveness of personalized feedback. Smart Learn. Environ. William Eduardo Villegas-Ch., Diego Buenaño-Fernández, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2025	J	`jnl`	Automating the Design of Scalable and Efficient IoT Architectures Using Generative Adversarial Networks and Model-Based Engineering for Industry 4.0. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Diego Buenaño-Fernández, Aracely Mera-Navarrete
2025	J	`jnl`	Autonomous cyber-physical security middleware for IoT: anomaly detection and adaptive response in hybrid environments. Frontiers Artif. Intell. Iván Ortiz-Garcés, William Eduardo Villegas-Ch., Sergio Luján-Mora
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`	Implementation of edge AI for early fault detection in IoT networks: evaluation of performance and scalability in complex applications. Discov. Internet Things Iván Ortiz-Garcés, William Eduardo Villegas-Ch., Sergio Luján-Mora
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`	Integrating Explainable Artificial Intelligence in Anomaly Detection for Threat Management in E-Commerce Platforms. IEEE Access William Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Alexandra Maldonado Navarro, Aracely Mera-Navarrete
2025	J	`jnl`	Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Alexandra Maldonado Navarro, Pablo Palacios Játiva
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`	Optimization of the Traceability of Perishable Products Through Light Blockchain and IoT in the Food Industry. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Pablo Santiago Moncayo-Moncayo, Alexandra Maldonado Navarro, Carlos Chavez-Pirca
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.
2025	J	`jnl`	Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments. Intell. Syst. Appl. William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Araceli Mera-Navarrete
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`	Advancing smart city factories: enhancing industrial mechanical operations via deep learning techniques. Frontiers Artif. Intell. William Eduardo Villegas-Ch., Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri
2024	J	`jnl`	Application of Artificial Intelligence in Online Education: Influence of Student Participation on Academic Retention in Virtual Courses. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
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`	Application of Deep Learning Techniques for the Optimization of Industrial Processes Through the Fusion of Sensory Data. Int. J. Comput. Intell. Syst. William Eduardo Villegas-Ch., Walter Gaibor-Naranjo, Santiago Sánchez-Viteri
2024	J	`jnl`	Authentication, access, and monitoring system for critical areas with the use of artificial intelligence integrated into perimeter security in a data center. Frontiers Big Data William Eduardo Villegas-Ch., Joselin García-Ortiz
2024	J	`jnl`	Corrections to "Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and Prediction". IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2024	J	`jnl`	CyberEduPlatform: an educational tool to improve cybersecurity through anomaly detection with Artificial Intelligence. PeerJ Comput. Sci. Iván Ortiz-Garcés, Jaime Govea, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.
2024	J	`jnl`	Educational Advances in the Metaverse: Boosting Learning Through Virtual and Augmented Reality and Artificial Intelligence. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
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`	Evaluating the Robustness of Deep Learning Models against Adversarial Attacks: An Analysis with FGSM, PGD and CW. Big Data Cogn. Comput. William Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Sergio Luján-Mora
2024	J	`jnl`	Implementation of deep reinforcement learning models for emotion detection and personalization of learning in hybrid educational environments. Frontiers Artif. Intell. Jaime Govea, Alexandra Maldonado Navarro, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.
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`	Integration of Data and Predictive Models for the Evaluation of Air Quality and Noise in Urban Environments. Sensors Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.
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`	Optimization of inventory management through computer vision and machine learning technologies. Intell. Syst. Appl. William Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Santiago Sánchez-Viteri
2024	J	`jnl`	Optimizing Automated Educational Systems: Adaptive Syllabus Generation and Precise Assessment Using Artificial Intelligence. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Roque Albuja, Diego Buenaño-Fernández, Aracely Mera-Navarrete
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`	Optimizing Writing Skills in Children Using a Real-Time Feedback System Based on Machine Learning. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2024	J	`jnl`	Personalization of Learning: Machine Learning Models for Adapting Educational Content to Individual Learning Styles. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2024	J	`jnl`	Real-Time Recognition and Tracking in Urban Spaces Through Deep Learning: A Case Study. IEEE Access William Eduardo Villegas-Ch., Santiago Sánchez-Viteri, Sergio Luján-Mora
2024	J	`jnl`	Securing Critical Infrastructure with Blockchain Technology: An Approach to Cyber-Resilience. Comput. Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.
2024	J	`jnl`	Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and Prediction. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2024	J	`jnl`	Transforming Cybersecurity into Critical Energy Infrastructure: A Study on the Effectiveness of Artificial Intelligence. Syst. Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.
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.
2024	J	`jnl`	Virtual Reality Simulations for Skills Training: Improving Learning Through Immersive Experiences in Educational Environments. IEEE Access William Eduardo Villegas-Ch., Jaime Govea, Lorena Naranjo Godoy, Aracely Mera-Navarrete
2023	J	`jnl`	A Comprehensive Approach to Image Protection in Digital Environments. Comput. William Eduardo Villegas-Ch., Joselin García-Ortiz, Jaime Govea
2023	J	`jnl`	An Approach Based on Recurrent Neural Networks and Interactive Visualization to Improve Explainability in AI Systems. Big Data Cogn. Comput. William Eduardo Villegas-Ch., Joselin García-Ortiz, Angel Jaramillo-Alcázar
2023	J	`jnl`	Anomaly Detection in a Smart Industrial Machinery Plant Using IoT and Machine Learning. Sensors Angel Jaramillo-Alcázar, Jaime Govea, William Eduardo Villegas-Ch.
2023	J	`jnl`	Data Analysis Model for the Evaluation of the Factors That Influence the Teaching of University Students. Comput. William Eduardo Villegas-Ch., Aracely Mera-Navarrete, Joselin García-Ortiz
2023	J	`jnl`	Design Proposal for a Virtual Shopping Assistant for People with Vision Problems Applying Artificial Intelligence Techniques. Big Data Cogn. Comput. William Eduardo Villegas-Ch., Rodrigo Amores-Falconi, Eduardo Coronel-Silva
2023	J	`jnl`	Detection of Abnormal Patterns in Children's Handwriting by Using an Artificial-Intelligence-Based Method. Informatics William Eduardo Villegas-Ch., Isabel Urbina-Camacho, Joselin García-Ortiz
2023	J	`jnl`	Enhancing Learning Personalization in Educational Environments through Ontology-Based Knowledge Representation. Comput. William Eduardo Villegas-Ch., Joselin García-Ortiz
2023	J	`jnl`	Identification of Emotions From Facial Gestures in a Teaching Environment With the Use of Machine Learning Techniques. IEEE Access William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2023	J	`jnl`	Optimization and Scalability of Educational Platforms: Integration of Artificial Intelligence and Cloud Computing. Comput. Jaime Govea, Ernesto Ocampo Edye, Solange Revelo-Tapia, William Eduardo Villegas-Ch.
2023	J	`jnl`	Proposal for a System for the Identification of the Concentration of Students Who Attend Online Educational Models. Comput. William Eduardo Villegas-Ch., Joselin García-Ortiz, Isabel Urbina-Camacho, Aracely Mera-Navarrete
2023	J	`jnl`	Prototype of an Emergency Response System Using IoT in a Fog Computing Environment. Comput. Iván Ortiz-Garcés, Roberto O. Andrade, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.
2023	J	`jnl`	Tamper Detection in Industrial Sensors: An Approach Based on Anomaly Detection. Sensors William Eduardo Villegas-Ch., Jaime Govea, Angel Jaramillo-Alcázar
2022	J	`jnl`	Analysis of Data from Surveys for the Identification of the Factors That Influence the Migration of Small Companies to eCommerce. Future Internet William Eduardo Villegas-Ch., Santiago Criollo-C, Walter Gaibor-Naranjo, Xavier Palacios-Pacheco
2022	J	`jnl`	Assistance System for the Teaching of Natural Numbers to Preschool Children with the Use of Artificial Intelligence Algorithms. Future Internet William Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Aracely Mera-Navarrete
2022	J	`jnl`	Identification of the Consequences of COVID-19 through the Analysis of Data Obtained in Surveys of a Specific Population. Informatics William Eduardo Villegas-Ch., Joselin García-Ortiz, Iván Ortiz-Garcés, Santiago Sánchez-Viteri
2022	J	`jnl`	Model for the Detection of Falls with the Use of Artificial Intelligence as an Assistant for the Care of the Elderly. Comput. William Eduardo Villegas-Ch., Santiago Barahona-Espinosa, Walter Gaibor-Naranjo, Aracely Mera-Navarrete
2022	J	`jnl`	Proposal for the Analysis of the State of Learning in University Students with the Inclusion of ICT in the Classroom. Inf. William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri
2022	J	`jnl`	Proposal of a Method for the Analysis of Sentiments in Social Networks with the Use of R. Informatics William Eduardo Villegas-Ch., Sofía Molina, Víctor De Janón, Estevan Montalvo, Aracely Mera-Navarrete
2022	J	`jnl`	Proposal of a Model for the Analysis of the State of the Use of ICT in Education Applied to Technological Institutes of Higher Education. Comput. William Eduardo Villegas-Ch., Santiago Jácome-Vásconez, Joselin García-Ortiz, Javier Calvache-Sánchez, Santiago Sánchez-Viteri
2021	J	`jnl`	Academic Activities Recommendation System for Sustainable Education in the Age of COVID-19. Informatics William Eduardo Villegas-Ch., Santiago Sánchez-Viteri, Milton Román Cañizares
2021	J	`jnl`	Analysis of the State of Learning in University Students with the Use of a Hadoop Framework. Future Internet William Eduardo Villegas-Ch., Milton Román Cañizares, Santiago Sánchez-Viteri, Joselin García-Ortiz, Walter Gaibor-Naranjo
2021	J	`jnl`	Implementation of a Virtual Assistant for the Academic Management of a University with the Use of Artificial Intelligence. Future Internet William Eduardo Villegas-Ch., Joselin García-Ortiz, Karen Mullo-Ca, Santiago Sánchez-Viteri, Milton Román Cañizares
2021	J	`jnl`	Proposal for an Implementation Guide for a Computer Security Incident Response Team on a University Campus. Comput. William Eduardo Villegas-Ch., Iván Ortiz-Garcés, Santiago Sánchez-Viteri
2021	J	`jnl`	Proposal of a remote education model with the integration of an ICT architecture to improve learning management. PeerJ Comput. Sci. William Eduardo Villegas-Ch., Joselin García-Ortiz, Milton Román Cañizares, Santiago Sánchez-Viteri
2020	J	`jnl`	An Internet of Things Model for Improving Process Management on University Campus. Future Internet William Eduardo Villegas-Ch., Xavier Palacios-Pacheco, Milton Román Cañizares
2019	—	`conf`	Performance Data Analysis for Parallel Processing Using Bigdata Distribution. ICITS Iván Ortiz-Garcés, Nicolás Yánez, William Eduardo Villegas-Ch.
2019	J	`jnl`	The use of tools of data mining to decision making in engineering education - A systematic mapping study. Comput. Appl. Eng. Educ. Diego Buenaño-Fernández, William Eduardo Villegas-Ch., Sergio Luján-Mora
2018	—	`conf`	Big Data, the Next Step in the Evolution of Educational Data Analysis. ICITS William Eduardo Villegas-Ch., Sergio Luján-Mora, Diego Buenaño-Fernández, Xavier Palacios-Pacheco
2017	—	`conf`	Data mining toolkit for extraction of knowledge from LMS. ICETC William Eduardo Villegas-Ch., Sergio Luján-Mora, Diego Buenaño-Fernández
2017	—	`conf`	Improvement of massive open online courses by text mining of students' emails: a case study. TEEM Diego Buenaño-Fernández, Sergio Luján-Mora, William Eduardo Villegas-Ch.