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ORCIDWilliam Eduardo Villegas-Ch.
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Journal Articles
- 2024
[j42]William Eduardo Villegas-Ch.
, Joselin García-Ortiz, Santiago Sánchez-Viteri:
Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and Prediction. IEEE Access 12: 40368-40386 (2024)- [j41]William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri:
Educational Advances in the Metaverse: Boosting Learning Through Virtual and Augmented Reality and Artificial Intelligence. IEEE Access 12: 59093-59112 (2024) - [j40]William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri:
Application of Artificial Intelligence in Online Education: Influence of Student Participation on Academic Retention in Virtual Courses. IEEE Access 12: 73045-73065 (2024) - [j39]William Eduardo Villegas-Ch., Jaime Govea, Rommel Gutierrez, Aracely Mera-Navarrete:
Improving Interaction and Assessment in Hybrid Educational Environments: An Integrated Approach in Microsoft Teams With the Use of AI Techniques. IEEE Access 12: 93723-93738 (2024) - [j38]William Eduardo Villegas-Ch., Santiago Sánchez-Viteri, Sergio Luján-Mora:
Real-Time Recognition and Tracking in Urban Spaces Through Deep Learning: A Case Study. IEEE Access 12: 95599-95612 (2024) - [j37]Rommel Gutierrez, William Eduardo Villegas-Ch., Lorena Naranjo Godoy, Aracely Mera-Navarrete, Sergio Luján-Mora:
Application of Deep Learning Models for Real-Time Automatic Malware Detection. IEEE Access 12: 107742-107756 (2024) - [j36]William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri:
Personalization of Learning: Machine Learning Models for Adapting Educational Content to Individual Learning Styles. IEEE Access 12: 121114-121130 (2024) - [j35]William Eduardo Villegas-Ch., Jaime Govea, Lorena Naranjo Godoy, Aracely Mera-Navarrete:
Virtual Reality Simulations for Skills Training: Improving Learning Through Immersive Experiences in Educational Environments. IEEE Access 12: 130073-130090 (2024) - [j34]William Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Sergio Luján-Mora:
Evaluating the Robustness of Deep Learning Models against Adversarial Attacks: An Analysis with FGSM, PGD and CW. Big Data Cogn. Comput. 8(1): 8 (2024) - [j33]Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.:
Securing Critical Infrastructure with Blockchain Technology: An Approach to Cyber-Resilience. Comput. 13(5): 122 (2024) - [j32]William Eduardo Villegas-Ch., Joselin García-Ortiz:
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 6 (2024) - [j31]William Eduardo Villegas-Ch., Walter Gaibor-Naranjo, Santiago Sánchez-Viteri:
Application of Deep Learning Techniques for the Optimization of Industrial Processes Through the Fusion of Sensory Data. Int. J. Comput. Intell. Syst. 17(1): 187 (2024) - [j30]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) - [j29]Iván Ortiz-Garcés, Jaime Govea, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
CyberEduPlatform: an educational tool to improve cybersecurity through anomaly detection with Artificial Intelligence. PeerJ Comput. Sci. 10: e2041 (2024) - [j28]Jaime Govea, Walter Gaibor-Naranjo, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
Integration of Data and Predictive Models for the Evaluation of Air Quality and Noise in Urban Environments. Sensors 24(2): 311 (2024) - [j27]Jaime Govea, Walter Gaibor-Naranjo, William Eduardo Villegas-Ch.:
Transforming Cybersecurity into Critical Energy Infrastructure: A Study on the Effectiveness of Artificial Intelligence. Syst. 12(5): 165 (2024) - 2023
- [j26]William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri:
Identification of Emotions From Facial Gestures in a Teaching Environment With the Use of Machine Learning Techniques. IEEE Access 11: 38010-38022 (2023) - [j25]William Eduardo Villegas-Ch., Rodrigo Amores-Falconi, Eduardo Coronel-Silva:
Design Proposal for a Virtual Shopping Assistant for People with Vision Problems Applying Artificial Intelligence Techniques. Big Data Cogn. Comput. 7(2): 96 (2023) - [j24]William Eduardo Villegas-Ch., Joselin García-Ortiz, Angel Jaramillo-Alcázar:
An Approach Based on Recurrent Neural Networks and Interactive Visualization to Improve Explainability in AI Systems. Big Data Cogn. Comput. 7(3): 136 (2023) - [j23]William Eduardo Villegas-Ch., Aracely Mera-Navarrete, Joselin García-Ortiz:
Data Analysis Model for the Evaluation of the Factors That Influence the Teaching of University Students. Comput. 12(2): 30 (2023) - [j22]William Eduardo Villegas-Ch., Joselin García-Ortiz, Isabel Urbina-Camacho, Aracely Mera-Navarrete:
Proposal for a System for the Identification of the Concentration of Students Who Attend Online Educational Models. Comput. 12(4): 74 (2023) - [j21]Iván Ortiz-Garcés, Roberto O. Andrade, Santiago Sánchez-Viteri, William Eduardo Villegas-Ch.:
Prototype of an Emergency Response System Using IoT in a Fog Computing Environment. Comput. 12(4): 81 (2023) - [j20]William Eduardo Villegas-Ch., Joselin García-Ortiz, Jaime Govea:
A Comprehensive Approach to Image Protection in Digital Environments. Comput. 12(8): 155 (2023) - [j19]William Eduardo Villegas-Ch., Joselin García-Ortiz:
Enhancing Learning Personalization in Educational Environments through Ontology-Based Knowledge Representation. Comput. 12(10): 199 (2023) - [j18]Jaime Govea, Ernesto Ocampo Edye, Solange Revelo-Tapia, William Eduardo Villegas-Ch.:
Optimization and Scalability of Educational Platforms: Integration of Artificial Intelligence and Cloud Computing. Comput. 12(11): 223 (2023) - [j17]William Eduardo Villegas-Ch., Isabel Urbina-Camacho, Joselin García-Ortiz:
Detection of Abnormal Patterns in Children's Handwriting by Using an Artificial-Intelligence-Based Method. Informatics 10(2): 52 (2023) - [j16]Angel Jaramillo-Alcázar, Jaime Govea, William Eduardo Villegas-Ch.:
Anomaly Detection in a Smart Industrial Machinery Plant Using IoT and Machine Learning. Sensors 23(19): 8286 (2023) - [j15]William Eduardo Villegas-Ch., Jaime Govea, Angel Jaramillo-Alcázar:
Tamper Detection in Industrial Sensors: An Approach Based on Anomaly Detection. Sensors 23(21): 8908 (2023) - 2022
- [j14]William Eduardo Villegas-Ch., Santiago Barahona-Espinosa, Walter Gaibor-Naranjo, Aracely Mera-Navarrete:
Model for the Detection of Falls with the Use of Artificial Intelligence as an Assistant for the Care of the Elderly. Comput. 10(11): 195 (2022) - [j13]William Eduardo Villegas-Ch., Santiago Jácome-Vásconez, Joselin García-Ortiz, Javier Calvache-Sánchez, Santiago Sánchez-Viteri:
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. 11(7): 112 (2022) - [j12]William Eduardo Villegas-Ch., Angel Jaramillo-Alcázar, Aracely Mera-Navarrete:
Assistance System for the Teaching of Natural Numbers to Preschool Children with the Use of Artificial Intelligence Algorithms. Future Internet 14(9): 266 (2022) - [j11]William Eduardo Villegas-Ch., Santiago Criollo-C, Walter Gaibor-Naranjo, Xavier Palacios-Pacheco:
Analysis of Data from Surveys for the Identification of the Factors That Influence the Migration of Small Companies to eCommerce. Future Internet 14(11): 303 (2022) - [j10]William Eduardo Villegas-Ch., Joselin García-Ortiz, Iván Ortiz-Garcés, Santiago Sánchez-Viteri:
Identification of the Consequences of COVID-19 through the Analysis of Data Obtained in Surveys of a Specific Population. Informatics 9(2): 46 (2022) - [j9]William Eduardo Villegas-Ch., Sofía Molina, Víctor De Janón, Estevan Montalvo, Aracely Mera-Navarrete:
Proposal of a Method for the Analysis of Sentiments in Social Networks with the Use of R. Informatics 9(3): 63 (2022) - [j8]William Eduardo Villegas-Ch., Joselin García-Ortiz, Santiago Sánchez-Viteri:
Proposal for the Analysis of the State of Learning in University Students with the Inclusion of ICT in the Classroom. Inf. 13(8): 391 (2022) - 2021
- [j7]William Eduardo Villegas-Ch., Iván Ortiz-Garcés, Santiago Sánchez-Viteri:
Proposal for an Implementation Guide for a Computer Security Incident Response Team on a University Campus. Comput. 10(8): 102 (2021) - [j6]William Eduardo Villegas-Ch., Joselin García-Ortiz, Karen Mullo-Ca, Santiago Sánchez-Viteri, Milton Román Cañizares:
Implementation of a Virtual Assistant for the Academic Management of a University with the Use of Artificial Intelligence. Future Internet 13(4): 97 (2021) - [j5]William Eduardo Villegas-Ch., Milton Román Cañizares, Santiago Sánchez-Viteri, Joselin García-Ortiz, Walter Gaibor-Naranjo:
Analysis of the State of Learning in University Students with the Use of a Hadoop Framework. Future Internet 13(6): 140 (2021) - [j4]William Eduardo Villegas-Ch., Santiago Sánchez-Viteri, Milton Román Cañizares:
Academic Activities Recommendation System for Sustainable Education in the Age of COVID-19. Informatics 8(2): 29 (2021) - [j3]William Eduardo Villegas-Ch., Joselin García-Ortiz, Milton Román Cañizares, Santiago Sánchez-Viteri:
Proposal of a remote education model with the integration of an ICT architecture to improve learning management. PeerJ Comput. Sci. 7: e781 (2021) - 2020
- [j2]William Eduardo Villegas-Ch., Xavier Palacios-Pacheco, Milton Román Cañizares:
An Internet of Things Model for Improving Process Management on University Campus. Future Internet 12(10): 162 (2020) - 2019
- [j1]Diego Buenaño-Fernández, William Eduardo Villegas-Ch., Sergio Luján-Mora:
The use of tools of data mining to decision making in engineering education - A systematic mapping study. Comput. Appl. Eng. Educ. 27(3): 744-758 (2019)
Conference and Workshop Papers
- 2019
- [c4]Iván Ortiz-Garcés, Nicolás Yánez, William Eduardo Villegas-Ch.:
Performance Data Analysis for Parallel Processing Using Bigdata Distribution. ICITS 2019: 602-611 - 2018
- [c3]William Eduardo Villegas-Ch., Sergio Luján-Mora, Diego Buenaño-Fernández, Xavier Palacios-Pacheco:
Big Data, the Next Step in the Evolution of Educational Data Analysis. ICITS 2018: 138-147 - 2017
- [c2]William Eduardo Villegas-Ch., Sergio Luján-Mora, Diego Buenaño-Fernández:
Data mining toolkit for extraction of knowledge from LMS. ICETC 2017: 31-35 - [c1]Diego Buenaño-Fernández, Sergio Luján-Mora, William Eduardo Villegas-Ch.:
Improvement of massive open online courses by text mining of students' emails: a case study. TEEM 2017: 43:1-43:7
Coauthor Index
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last updated on 2024-10-15 21:34 CEST by the dblp team
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