William Hoyos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Causal Relationships

Data Mining Models

Top Venues

Artif. Intell. Medicine

Eng. Appl. Artif. Intell.

Publications

José Aguilar, Jairo Fuentes, Edwin Montoya, William Hoyos, Diego Benito
Explainability Analysis of the Evaluation Model of the Level of Digital Transformation in MSMEs based on Fuzzy Cognitive Maps: Explainability Analysis on Fuzzy Cognitive Maps. CLEI Electron. J. 27 (2) (2024)
Raúl Emiro Toscano Miranda, José Aguilar, William Hoyos, Manuel Caro, Anibal T. de Almeida, Mauricio Toro
Different transfer learning approaches for insect pest classification in cotton. Appl. Soft Comput. 153 (2024)
William Hoyos, Isaac Caicedo-Castro
Tuning Data Mining Models to Predict Secondary School Academic Performance. Data 9 (7) (2024)
William Hoyos, José Aguilar, Mayra Raciny, Mauricio Toro
Case studies of clinical decision-making through prescriptive models based on machine learning. Comput. Methods Programs Biomed. 242 (2023)
Jairo Fuentes, José Aguilar, Edwin Montoya, William Hoyos
Evaluation of the Level of Digital Transformation in MSMEs Using Fuzzy Cognitive Maps Based on Experts. CLEI (2023)
William Hoyos, José Aguilar, Mauricio Toro
PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling. Expert Syst. Appl. 231 (2023)
William Hoyos, José Aguilar, Mauricio Toro
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Camilo Garatejo, William Hoyos, José Aguilar
An Approach Based on Fuzzy Cognitive Maps with Federated Learning to Predict Severity in Viral Diseases. CLEI (2023)
Raúl Emiro Toscano Miranda, William Hoyos, Manuel Caro, José Aguilar, Anibal T. de Almeida, Mauricio Toro
A Classification Model of Cotton Boll-Weevil Population. CLEI (2022)
William Hoyos, José Aguilar, Mauricio Toro
Dengue models based on machine learning techniques: A systematic literature review. Artif. Intell. Medicine 119 (2021)