Projects per year
Organization profile
Organization profile
Value proposition:
Develops, applies and evaluates mathematical and statistical computational models for the solution of optimization problems, data analysis, simulations and predictions that make the organization more efficient, reduce uncertainties and improve the productivity and competitiveness of the region, through innovative developments and the generation of new knowledge.
Products and services:
Classify and predict data for decision making (Data mining)
Adapt, implement and evaluate logistics model for process optimization
Implementing seismic models to decrease exploratory risk
Analyze and make statistical predictions based on associated data
Develop code in: R, Python, Matlab, FORTRAN
Text mining
Geostatistics
Lines of research declared by the group
1.Data Science
2.High performance computing and reverse engineering
3.Mathematical Physics and Theoretical Physics
4.Operations research and business modeling
5.Modeling in Statistics and Stochastic Modeling
6.Modeling and Representation with Dynamic Geometry and Conditional Mathematics
Minciencias Code = COL0120808
Area of Knowledge Natural Sciences -- Other Natural Sciences -- Other Natural Sciences
National Science and Technology Program Basic Sciences
National Science and Technology Program (Secondary) Science, Technology and Innovation in Engineering
Keywords
- Category A
- Category B
Minciencias groups classification
- B Group
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Collaborations and top research areas from the last five years
Profiles
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Diseño y validación de un modelo predictivo integrado al sistema de vigilancia osteomuscular de la plataforma tecnológica SISTEGRA
Sepúlveda Murillo, F. H. (PI), Jaramillo Villegas, H. H. (CoI), Sierra, L. M. (CoI) & Ríos, L. M. (CoI)
Project: Research
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Malaria Chocó: Cuantificando el efecto de la movilidad humana en la propagación de la Malaria: El Departamento del Chocó como estudio de caso
Olmos Sánchez, L. E. (PI) & Sepúlveda Murillo, F. H. (CoI)
23/01/23 → 27/01/25
Project: Research
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Airhis (air health information system): design of a support system for online information and communication management on air quality and its effects on human health. a preventive, educational and investigative platform for the benefit of the inhabitants of the metropolitan area of ??the aburra valley
Montes Hincapié, J. M. (PI), Echeverri Arias, J. A. (CoI), Echeverri Londoño, C. A. (CoI) & Fernández Gutiérrez, J. P. (CoI)
15/07/19 → 30/01/20
Project: Innovation
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Factors Affecting School Commute-Related Perceived Stress in Adolescents in Colombia
Sepúlveda-Murillo, F. H., Lizárraga, C. & Chica-Olmo, J., 1 Oct 2024, In: SAGE Open. 14, 4Research output: Contribution to journal › Article › peer-review
Open Access -
A unified approach based on multidimensional scaling for calibration estimation in survey sampling with qualitative auxiliary information
Vera, J. F., Sánchez Zuleta, C. C. & Rueda, M. D. M., 2023, (Accepted/In press) In: Statistical Methods in Medical Research. 32, 4, p. 760-772 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Landslide Modeling in a Tropical Mountain Basin Using Machine Learning Algorithms and Shapley Additive Explanations
Vega, J., Sepúlveda-Murillo, F. H. & Parra, M., 1 Jan 2023, In: Air, Soil and Water Research. 16Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations
Student theses
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Estimación del Factor de Calidad (Q) con Tomografía utilizando la Ecuación Eikonal Compleja
ESPINOSA BAUTISTA, T. M. (Author), Piedrahíta Escobar, C. C. (Supervisor), 31 Dec 2017Student thesis: Master's Thesis or clinic specialization
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Modelado Sísmico en un medio con atenuación usando la ecuación de onda fraccionaria: Difusión-Onda
Medina, L. (Author), Piedrahíta Escobar, C. C. (Supervisor), 31 Dec 2016Student thesis: Master's Thesis or clinic specialization
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Optimal State Estimation and Forecasting in Discrete Stochastic Systems: Application to the Gas Marketing Strategy
Perea Arango, J. (Author)Azhmyakov, V. (Supervisor), 31 Dec 2017Student thesis: Doctoral Thesis