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William Hoyos
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Dengue models based on machine learning techniques: A systematic literature review
W Hoyos, J Aguilar, M Toro
Artificial intelligence in medicine 119, 102157, 2021
382021
A clinical decision-support system for dengue based on fuzzy cognitive maps
W Hoyos, J Aguilar, M Toro
Health care management science 25 (4), 666-681, 2022
252022
Federated learning approaches for fuzzy cognitive maps to support clinical decision-making in dengue
W Hoyos, J Aguilar, M Toro
Engineering Applications of Artificial Intelligence 123, 106371, 2023
92023
PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling
W Hoyos, J Aguilar, M Toro
Expert Systems with Applications, 120729, 2023
72023
An autonomous cycle of data analysis tasks for the clinical management of dengue
W Hoyos, J Aguilar, M Toro
Heliyon 8 (10), 2022
62022
Seguridad alimentaria y estado nutricional en niños vinculados a centros de desarrollo infantil
LJ Ríos-Marín, LM Chams-Chams, NN Valencia-Jiménez, ...
Hacia la Promoción de la Salud 27 (2), 161-173, 2022
52022
Relación de consumo de pescado y niveles de mercurio en pobladores aledaños al río San Jorge, Colombia
L Gracia, L Chams, W Hoyos, J MARRUGO
42016
Case studies of clinical decision-making through prescriptive models based on machine learning
W Hoyos, J Aguilar, M Raciny, M Toro
Computer Methods and Programs in Biomedicine 242, 107829, 2023
22023
Solid Domestic Waste classification using Image Processing and Machine Learning
D Gomez, M Toro, W Hoyos
22021
Modelo de inteligencia artificial para la detección temprana de diabetes
W Hoyos, K Hoyos, R Ruiz-Pérez
Biomédica 43 (Sp. 3), 110-121, 2023
12023
A Classification Model of Cotton Boll-Weevil Population
R Toscano-Miranda, W Hoyos, M Caro, J Aguilar, A Trebilcok, M Toro
2022 XVLIII Latin American Computer Conference (CLEI), 1-5, 2022
12022
Different transfer learning approaches for insect pest classification in cotton
R Toscano-Miranda, J Aguilar, W Hoyos, M Caro, A Trebilcok, M Toro
Applied Soft Computing 153, 111283, 2024
2024
Artificial intelligence model for early detection of diabetes
W Hoyos, H Kenia, R Ruiz
Biomédica 43 (Sp. 3), 110-121, 2023
2023
Descriptive and predictive analysis of soil-transmitted helminthiasis in schoolchildren of Tierralta, Córdoba, Colombia
A Nisperuza, M Raciny, W Hoyos, M Yasnot
American Society of Tropical Medicine & Hygiene Anual Meeting, 2023
2023
Predicción inteligente de diabetes mellitus tipo 2 usando R y mapas cognitivos difusos
W Hoyos, K Hoyos, R Ruiz
R Day 2023 – Segundo encuentro nacional de usuarios de R, 2023
2023
An Approach Based on Fuzzy Cognitive Maps with Federated Learning to Predict Severity in Viral Diseases
C Garatejo, W Hoyos, J Aguilar
2023 XLIX Latin American Computer Conference (CLEI), 1-10, 2023
2023
Evaluation of the Level of Digital Transformation in MSMEs Using Fuzzy Cognitive Maps Based on Experts
J Fuentes, J Aguilar, E Montoya, W Hoyos
2023 XLIX Latin American Computer Conference (CLEI), 1-8, 2023
2023
Detección y analisis de diabetes usando inteligencia artificial
R Ruiz, W Hoyos, K Hoyos
5as Jornadas de Investigación - Hacia los Territorios Sostenibles, 2023
2023
Aprovechamiento de la inteligencia artificial para mejorar el diagnóstico y tratamiento del dengue
W Hoyos
21 Congreso Internacional de Bacteriología, 2023
2023
Food security and nutritional status in children linked to child development centers in Cordoba, Colombia
LJ Ríos-Marín, LM Chams-Chams, NN Valencia-Jiménez, ...
Hacia la Promoción de la Salud 27 (2), 161-173, 2022
2022
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