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Carlos Valencia
Carlos Valencia
Dirección de correo verificada de uniandes.edu.co
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Copula autoregressive methodology for the simulation of wind speed and direction time series
C Sarmiento, C Valencia, R Akhavan-Tabatabaei
Journal of Wind Engineering and Industrial Aerodynamics 174, 188–199, 2018
172018
Data driven methodology for model selection in flow pattern prediction
S Hernandez, CF Valencia, N Ratkovitch, C Torres, F Muñoz
Heliyon 5 (11), 2019
142019
Spatiotemporal correlation study of traffic accidents with fatalities and injuries in Bogota (Colombia)
AF Ramírez, C Valencia
Accident Analysis & Prevention 149, 105848, 2021
132021
Study of the spatiotemporal correlation between sediment-related blockage events in the sewer system in Bogotá (Colombia)
ES Pulido, CV Arboleda, JP Rodríguez Sánchez
Water Science and Technology 79 (9), 1727-1738, 2019
102019
Generalized additive model with embedded variable selection for bankruptcy prediction: Prediction versus interpretation
C Valencia, S Cabrales, L Garcia, J Ramirez, D Calderon
Cogent Economic & Finance 7 (1), 2019
72019
Radial basis function regularization for linear inverse problems with random noise
C Valencia, M Yuan
Journal of Multivariate Analysis 116, 92-108, 2013
72013
Simulation of photo-voltaic power generation using copula autoregressive models for solar irradiance and air temperature time series
AF Ramírez, CF Valencia, S Cabrales, CG Ramírez
Renewable Energy 175, 44-67, 2021
62021
Supporting financial inclusion with graph machine learning and super-app alternative data
L Roa, A Rodríguez-Rey, A Correa-Bahnsen, CV Arboleda
Proceedings of SAI Intelligent Systems Conference, 216-230, 2021
52021
Análisis de supervivencia para predicción de bancarrota: Caso de las industrias minoristas en Colombia
Y CASTRO, CA HUERTAS, CE OBANDO, CF VALENCIA
Revista Espacios 40 (1), 18, 2019
42019
A forest fire propagation simulator for Bogotá
G Morales, RS Morales, CF Valencia, R Akhavan
Simulation Conference (WSC), 2014 Winter, 2014
42014
Determining the sensitivity of grassland area burned to climate variation in Xilingol, China with an autoregressive distributed lag approach
A Shabbir, J Zhang, X Liu, J Lutz, C Valencia, J James
International Journal of Wildland Fire 28 (8), 628-639, 2019
32019
Kernel Joint Non-negative Matrix Factorization for Genomic Data
D Salazar, J Rios, S Aceros, O Florez-Vargas, C Valencia
IEEE Access 9, 101863 - 101875, 2021
22021
Copula autoregressive methodology for multi-lag,multi-site simulation of rainfall
F Ramirez, C Valencia
Earth and Space Science Open Archive - doi.org/10.1002/essoar.10503643.1, 2020
22020
Multi-project and Multi-profile joint Non-negative Matrix Factorization for cancer omic datasets
D Salazar, N Przulj, C Valencia
Bioinformatics, 2021
12021
Estimation of Prevalence and Incremental Costs of Systemic Lupus Erythematosus in a Middle-Income Country Using Machine Learning on Administrative Health Data
S Castro-Villarreal, A Beltran-Ostos, CF Valencia
Value in Health Regional Issues 26, 98-104, 2021
12021
Enhancing User's Income Estimation with Super-App Alternative Data
G Suarez, J Raful, MA Luque, CF Valencia, A Correa-Bahnsen
arXiv preprint arXiv:2104.05831, 2021
12021
WITHDRAWN: Consequences of climate drivers on burned grassland area in Xilingol, China
AH Shabbir, J Zhang, JA Lutz, EJB van Etten, C Valencia, X Liu
Rangeland Ecology & Management, 2020
12020
Pricing rainfall derivatives in the equatorial Pacific
S Cabrales, J Solano, C Valencia, R Bautista
Agricultural Finance Review 80 (4), 589-608, 2020
12020
Pipeline two-phase flow pressure drop algorithm for multiple inclinations
A Cepeda-Vega, R Amaya-Gómez, M Asuaje, C Torres, C Valencia, ...
Processes 10 (5), 1009, 2022
2022
Stochastic cost-benefit analysis to assess new infrastructure to improve the reliability of the natural gas supply
S Cabrales, C Valencia, C Ramírez, A Ramírez, J Herrera, A Cadena
Energy 246, 123421, 2022
2022
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