logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
W

William Villegas-Ch

universidad de las americas - ecuador

26H-index
144Paper Count
2.0KCitation Count
Published Papers 65
Publication Date
logo
BioGraphBench-PPI enables audit-first evaluation of negative-sampling contracts and structural baselines in protein interaction networks
errFrontiers in Bioinformatics
IF3.9
err2026-10-01
err0
errOAAI
errAC Alejandro Cabrera-Andrade; JR Jorge Robalino-Díaz; ID Iván Dueñas-Espín; AK Ana Karina Zambrano; WV William Villegas-Ch
errShare
errSave
Large-scale conversational data auditability via cryptographic commitments and hash-chained audit-ledger verification
errFrontiers in Artificial Intelligence
IF4.7
err2026-10-01
err0
errOAAI
errIO Iván Ortiz-Gárces; PP Pablo Palacios; WL Washington Loza-Herrera; WV William Villegas-Ch
errShare
errSave
Corrections to “Improving Interaction and Assessment in Hybrid Educational Environments: An Integrated Approach in Microsoft Teams With the Use of AI Techniques”
errIEEE Access
IF3.6
err2026-09-11
err0
errOAAI
errWilliam Eduardo Villegas-Ch; Jaime Govea; Rommel Gutierrez; Aracely Mera-Navarrete
errShare
errSave
Corrections to “Application of Artificial Intelligence in Online Education: Influence of Student Participation on Academic Retention in Virtual Courses”
errIEEE Access
IF3.6
err2026-07-29
err0
errOAAI
errWilliam Villegas-Ch; Joselin García-Ortiz; Santiago Sánchez-Viteri
errShare
errSave
NAS-Optimized tinyML intrusion detection for ultralow-power IoT edge devices
errInternet of Things
IF7.6
err2026-07-01
err0
PREAI
errOrtiz-Garces, Ivan; Roman-Canizares, Milton; Palacios, Pablo; Villegas-Ch, William
errShare
errSave
Multilingual Evaluation of Semantic Robustness and Cultural Adaptability in Transformer Models for Emotion Recognition
errCognitive Computation
IF4.3
err2026-06-30
err0
errOAAI
errWilliam Villegas-Ch; Rommel Gutierrez; Aracely Mera-Navarrete; Rodrigo Guevara-Reyes
errShare
errSave
Technical evaluation of language models adapted for the automation of legal contracts: clause extraction; classification; and summarization
errFrontiers in Artificial Intelligence
IF4.7
err2026-04-03
err0
errOAAI
errJG Jaime Govea †; IO Iván Ortiz-Gárces †; PP Pablo Palacios †; AM Alexandra Maldonado Navarro †; SA Santiago Acurio Del Pino †; WV William Villegas-Ch †
errShare
errSave
Cross-Domain Analysis of Fake News Detection With Explainable Transformers
errIEEE Intelligent Systems
IF6.1
err2026-02-06
err0
errOAAI
errWilliam Eduardo Villegas-Ch; Rommel Gutierrez; Alexandra Maldonado Navarro
errShare
errSave
Integrating artificial intelligence and data envelopment analysis for sustainable efficiency assessment in higher education
errCOMPUTERS AND EDUCATION: ARTIFICIAL INTELLIGENCE
IF0
err2026-02-01
err2
errOAAI
errVillegas-Ch, William; Gutierrez, Rommel; Jaramillo-Alcazar, Angel; Maldonado-Navarro, Alexandra
errShare
errSave
Autonomous federated defense for zero-day threats in IIoT: explainable agents with real-time edge inference
errFrontiers in Communications and Networks
IF2.4
err2026-01-28
err0
errOAAI
errVillegas-Ch, William; Gutierrez, Rommel; Govea, Jaime; Palacios, Pablo
errShare
errSave
Autonomous cyber-physical security middleware for IoT: anomaly detection and adaptive response in hybrid environments
errFrontiers in Artificial Intelligence
IF4.7
err2025-12-17
err0
errOAAI
errIván Ortiz-Garcés†; William Villegas-Ch†; Sergio Luján-Mora†
errShare
errSave
Implementing federated learning for privacy-preserving emotion detection in educational environments
errFrontiers in Artificial Intelligence
IF4.7
err2025-11-07
err0
errOAAI
errRommel Gutiérrez; William Villegas-Ch; Sergio Luján-Mora
errShare
errSave
Adaptive consensus optimization in blockchain using reinforcement learning and validation in adversarial environments
errFrontiers in Artificial Intelligence
IF4.7
err2025-09-30
err0
errOAAI
errRommel Gutierrez†; William Villegas-Ch†; Jaime Govea†
errShare
errSave
Modular middleware for IoT: scalability, interoperability and energy efficiency in smart campus
errFRONTIERS IN COMMUNICATIONS AND NETWORKS
IF2.4
err2025-09-24
err0
errOAAI
errGutierrez, Rommel; Villegas-Ch, William; Govea, Jaime
errShare
errSave
Design and evaluation of a decentralized urban governance system with embedded AI and blockchain-enabled IoT
errFRONTIERS IN SUSTAINABLE CITIES
IF2.1
err2025-09-09
err1
errOAAI
errVillegas-Ch, William; Gutierrez, Rommel; Govea, Jaime; Palacios, Pablo
errShare
errSave
Adaptive intelligent tutoring systems for STEM education: analysis of the learning impact and effectiveness of personalized feedback
errSmart Learning Environments
IF12.1
err2025-06-30
err0
errOAAI
errWilliam Villegas-Ch; Diego Buenano-Fernandez; Alexandra Maldonado Navarro; Aracely Mera-Navarrete
errShare
errSave
RETRACTION: Ortiz-Garces et al. Development of a Platform for Learning Cybersecurity Using Capturing the Flag Competitions. Electronics 2023, 12, 1753
errELECTRONICS
IF2.6
err2025-02-10
err0
errOAAI
errOrtiz-Garces, Ivan; Gutierrez, Rommel; Guerra, David; Sanchez-Viteri, Santiago; Villegas-Ch., William
errShare
errSave
The Use of Interactive Narratives in Educational Games to Assess Vocational Interests: An Application of the RIASEC Test Integrated With OpenAI
errIEEE Transactions on Learning Technologies
IF4.9
err2025-01-01
err0
errOAAI
errRommel Gutierrez; Alexandra Maldonado Navarro; William Villegas-Ch; Aracely Mera-Navarrete
errShare
errSave
Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errVillegas-Ch, William; Govea, Jaime; Navarro, Alexandra Maldonado; Jativa, Pablo Palacios
errShare
errSave
Optimization of the Traceability of Perishable Products Through Light Blockchain and IoT in the Food Industry
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errVillegas-Ch, William; Govea, Jaime; Moncayo-Moncayo, Pablo Santiago; Navarro, Alexandra Maldonado; Chavez-Pirca, Carlos
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
Sergio Luján‐Mora
H-index: 37 · Papers: 750
P
Pablo Palacios
H-index: 27 · Papers: 137
A
Ana Karina Zambrano
H-index: 20 · Papers: 126
Á
Ángel Jaramillo-Alcázar
H-index: 18 · Papers: 43
A
Alejandro Cabrera‐Andrade
H-index: 17 · Papers: 68
View more