William Eduardo Villegas-Ch.

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Viewing Publication 1 - 42 from 42

2025

Multimodal Emotional Detection System for Virtual Educational Environments: Integration Into Microsoft Teams to Improve Student EngagementWilliam Eduardo Villegas-Ch., Rommel Gutierrez, Aracely Mera-Navarrete. access, 13:42910-42933, 2025. [doi]

Integrating Explainable Artificial Intelligence in Anomaly Detection for Threat Management in E-Commerce PlatformsWilliam Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Alexandra Maldonado Navarro, Aracely Mera-Navarrete. access, 13:29830-29846, 2025. [doi]

Lightweight Blockchain for Authentication and Authorization in Resource-Constrained IoT NetworksWilliam Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete. access, 13:48047-48067, 2025. [doi]

Optimizing Security in IoT Ecosystems Using Hybrid Artificial Intelligence and Blockchain Models: A Scalable and Efficient Approach for Threat DetectionWilliam Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete. access, 13:16933-16958, 2025. [doi]

Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environmentsWilliam Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Araceli Mera-Navarrete. iswa, 25:200479, 2025. [doi]

2024

Transparency and precision in the age of AI: evaluation of explainability-enhanced recommendation systemsJaime Govea, Rommel Gutierrez, William Eduardo Villegas-Ch.. frai, 7, 2024. [doi]

Securing Critical Infrastructure with Blockchain Technology: An Approach to Cyber-ResilienceJaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.. computers, 13(5):122, May 2024. [doi]

Transforming Cybersecurity into Critical Energy Infrastructure: A Study on the Effectiveness of Artificial IntelligenceJaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.. systems, 12(5):165, 2024. [doi]

Integration of Data and Predictive Models for the Evaluation of Air Quality and Noise in Urban EnvironmentsJaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.. sensors, 24(2):311, January 2024. [doi]

Application of Deep Learning Models for Real-Time Automatic Malware DetectionRommel Gutierrez, William Eduardo Villegas-Ch., Lorena Naranjo Godoy, Aracely Mera-Navarrete, Sergio Luján-Mora. access, 12:107742-107756, 2024. [doi]

CyberEduPlatform: an educational tool to improve cybersecurity through anomaly detection with Artificial IntelligenceIván Ortiz-Garcés, Jaime Govea, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.. peerj-cs, 10, 2024. [doi]

Virtual Reality Simulations for Skills Training: Improving Learning Through Immersive Experiences in Educational EnvironmentsWilliam Eduardo Villegas-Ch., Jaime Govea, Lorena Naranjo Godoy, Aracely Mera-Navarrete. access, 12:130073-130090, 2024. [doi]

Authentication, access, and monitoring system for critical areas with the use of artificial intelligence integrated into perimeter security in a data centerWilliam Eduardo Villegas-Ch., Joselin García-Ortiz. fdata, 6, 2024. [doi]

Adaptive Security Framework for the Internet of Things: Improving Threat Detection and Energy Optimization in Distributed EnvironmentsWilliam Eduardo Villegas-Ch., Rommel Gutierrez, Iván Sánchez-Salazar, Aracely Mera-Navarrete. access, 12:157924-157944, 2024. [doi]

Optimization of inventory management through computer vision and machine learning technologiesWilliam Eduardo Villegas-Ch., Alexandra Maldonado Navarro, Santiago Sánchez-Viteri. iswa, 24:200438, 2024. [doi]

Improving Interaction and Assessment in Hybrid Educational Environments: An Integrated Approach in Microsoft Teams With the Use of AI TechniquesWilliam Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete. access, 12:93723-93738, 2024. [doi]

Optimizing Automated Educational Systems: Adaptive Syllabus Generation and Precise Assessment Using Artificial IntelligenceWilliam Eduardo Villegas-Ch., Jaime Govea, Roque Albuja, Diego Buenaño-Fernández, Aracely Mera-Navarrete. access, 12:173390-173409, 2024. [doi]

Advancing smart city factories: enhancing industrial mechanical operations via deep learning techniquesWilliam Eduardo Villegas-Ch., Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri. frai, 7, 2024. [doi]

Personalization of Learning: Machine Learning Models for Adapting Educational Content to Individual Learning StylesWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:121114-121130, 2024. [doi]

Effectiveness of an Adaptive Deep Learning-Based Intrusion Detection SystemWilliam Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete. access, 12:184010-184027, 2024. [doi]

Real-Time Recognition and Tracking in Urban Spaces Through Deep Learning: A Case StudyWilliam Eduardo Villegas-Ch., Santiago Sánchez-Viteri, Sergio Luján-Mora. access, 12:95599-95612, 2024. [doi]

Application of Artificial Intelligence in Online Education: Influence of Student Participation on Academic Retention in Virtual CoursesWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:73045-73065, 2024. [doi]

Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and PredictionWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:40368-40386, 2024. [doi]

Optimizing Federated Learning on TinyML Devices for Privacy Protection and Energy Efficiency in IoT NetworksWilliam Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete. access, 12:174354-174370, 2024. [doi]

Educational Advances in the Metaverse: Boosting Learning Through Virtual and Augmented Reality and Artificial IntelligenceWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:59093-59112, 2024. [doi]

Corrections to "Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and Prediction"William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:157299, 2024. [doi]

Evaluating the Robustness of Deep Learning Models against Adversarial Attacks: An Analysis with FGSM, PGD and CWWilliam Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Sergio Luján-Mora. bdcc, 8(1):8, January 2024. [doi]

Evaluating Neural Network Models for Word Segmentation in Agglutinative Languages: Comparison With Rule-Based Approaches and Statistical ModelsWilliam Eduardo Villegas-Ch., Rommel Gutierrez, Alexandra Maldonado Navarro, Aracely Mera-Navarrete. access, 12:157556-157573, 2024. [doi]

Application of Deep Learning Techniques for the Optimization of Industrial Processes Through the Fusion of Sensory DataWilliam Eduardo Villegas-Ch., Walter Gaibor-Naranjo, Santiago Sánchez-Viteri. ijcisys, 17(1):187, December 2024. [doi]

Optimizing Language Model-Based Educational Assistants Using Knowledge Graphs: Integration With Moodle LMSWilliam Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez. access, 12:191994-192012, 2024. [doi]

Optimizing Writing Skills in Children Using a Real-Time Feedback System Based on Machine LearningWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 12:164634-164651, 2024. [doi]

2023

Optimization and Scalability of Educational Platforms: Integration of Artificial Intelligence and Cloud ComputingJaime Govea, Ernesto Ocampo Edye, Solange Revelo-Tapia, William Eduardo Villegas-Ch.. computers, 12(11):223, October 2023. [doi]

Anomaly Detection in a Smart Industrial Machinery Plant Using IoT and Machine LearningAngel Jaramillo-Alcázar, Jaime Govea, William Eduardo Villegas-Ch.. sensors, 23(19):8286, October 2023. [doi]

Prototype of an Emergency Response System Using IoT in a Fog Computing EnvironmentIván Ortiz-Garcés, Roberto O. Andrade, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.. computers, 12(4):81, April 2023. [doi]

Design Proposal for a Virtual Shopping Assistant for People with Vision Problems Applying Artificial Intelligence TechniquesWilliam Eduardo Villegas-Ch., Rodrigo Amores-Falconi, Eduardo Coronel-Silva. bdcc, 7(2):96, 2023. [doi]

An Approach Based on Recurrent Neural Networks and Interactive Visualization to Improve Explainability in AI SystemsWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Angel Jaramillo-Alcázar. bdcc, 7(3):136, 2023. [doi]

Detection of Abnormal Patterns in Children's Handwriting by Using an Artificial-Intelligence-Based MethodWilliam Eduardo Villegas-Ch., Isabel Urbina-Camacho, Joselin García-Ortiz. informatics, 10(2):52, 2023. [doi]

Enhancing Learning Personalization in Educational Environments through Ontology-Based Knowledge RepresentationWilliam Eduardo Villegas-Ch., Joselin García-Ortiz. computers, 12(10):199, September 2023. [doi]

A Comprehensive Approach to Image Protection in Digital EnvironmentsWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Jaime Govea. computers, 12(8):155, July 2023. [doi]

Tamper Detection in Industrial Sensors: An Approach Based on Anomaly DetectionWilliam Eduardo Villegas-Ch., Jaime Govea, Angel Jaramillo-Alcázar. sensors, 23(21):8908, November 2023. [doi]

Identification of Emotions From Facial Gestures in a Teaching Environment With the Use of Machine Learning TechniquesWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri. access, 11:38010-38022, 2023. [doi]

Proposal for a System for the Identification of the Concentration of Students Who Attend Online Educational ModelsWilliam Eduardo Villegas-Ch., Joselin García-Ortiz, Isabel Urbina-Camacho, Aracely Mera-Navarrete. computers, 12(4):74, April 2023. [doi]

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