William Hoyos

15 papers C 3Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Prescriptive Approach Based on Fuzzy Cognitive Maps and Genetic Algorithms for Disease Management in Beef Production.
IEEE Access
Rodrigo García, José Aguilar, Ángel Pinto, William Hoyos
2025 J jnl
Combining Fuzzy Cognitive Maps and Metaheuristic Algorithms to Predict Preeclampsia and Intrauterine Growth Restriction.
Informatics
María Paula García, Jesús David Díaz-Meza, Kenia Hoyos, Bethia Pacheco, Rodrigo García, William Hoyos
2025 J jnl
Multistage Training of Fuzzy Cognitive Maps to Predict Preeclampsia and Fetal Growth Restriction.
IEEE Access
William Hoyos, Rodrigo García, José Aguilar
2025 J jnl
Supporting decision-making in the clinical management of dengue using predictive and prescriptive modeling.
CLEI Electron. J.
William Hoyos, José Aguilar, Mauricio Toro
2024 J jnl
An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques.
BMC Medical Informatics Decis. Mak.
William Hoyos, Kenia Hoyos, Rander Ruiz, José Aguilar
2024 J jnl
Different transfer learning approaches for insect pest classification in cotton.
Appl. Soft Comput.
Raúl Emiro Toscano Miranda, José Aguilar, William Hoyos, Manuel Caro, Aníbal T. de Almeida, Mauricio Toro
2024 J jnl
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.
José Aguilar, Jairo Fuentes, Edwin Montoya, William Hoyos, Diego Benito
2024 J jnl
Tuning Data Mining Models to Predict Secondary School Academic Performance.
Data
William Hoyos, Isaac Caicedo-Castro
2023 C conf
An Approach Based on Fuzzy Cognitive Maps with Federated Learning to Predict Severity in Viral Diseases.
CLEI
Camilo Garatejo, William Hoyos, José Aguilar
2023 J jnl
Case studies of clinical decision-making through prescriptive models based on machine learning.
Comput. Methods Programs Biomed.
William Hoyos, José Aguilar, Mayra Raciny, Mauricio Toro
2023 C conf
Evaluation of the Level of Digital Transformation in MSMEs Using Fuzzy Cognitive Maps Based on Experts.
CLEI
Jairo Fuentes, José Aguilar, Edwin Montoya, William Hoyos
2023 J jnl
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue.
Eng. Appl. Artif. Intell.
William Hoyos, José Aguilar, Mauricio Toro
2023 J jnl
PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling.
Expert Syst. Appl.
William Hoyos, José Aguilar, Mauricio Toro
2022 C conf
A Classification Model of Cotton Boll-Weevil Population.
CLEI
Raúl Emiro Toscano Miranda, William Hoyos, Manuel Caro, José Aguilar, Aníbal T. de Almeida, Mauricio Toro
2021 J jnl
Dengue models based on machine learning techniques: A systematic literature review.
Artif. Intell. Medicine
William Hoyos, José Aguilar, Mauricio Toro