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Sources and patterns of uncertainty in construction MSMEs: A machine learning study in southwestern Colombia Cover

Sources and patterns of uncertainty in construction MSMEs: A machine learning study in southwestern Colombia

Open Access
|May 2026

Authors

Cristian David Tobar Montilla

cristiantobar@unicauca.edu.co

University of Cauca, Popayan, Cauca, Colombia Research Applied Unit, Creatic Technological Development Center, Popayan, Colombia

Mariela Muñoz-Añasco

Electronics, Instrumentation and Control Department, University of Cauca, Popayan, Colombia

Adriana M. Nieto-Muñoz

Facultad de Ingeniería, Corporación Universitaria Comfacauca-Unicomfacauca, Popayán, Colombia

Elvia Ruiz-Beltran

System and Computer Department, TecNM/Instituto Tecnológico de Aguascalientes, Aguascalientes, México
DOI: https://doi.org/10.2478/otmcj-2026-0005 | Journal eISSN: 1847-6228 | Journal ISSN: 1847-5450
Language: English
Page range: 64 - 81
Submitted on: Sep 9, 2025
Accepted on: Jan 7, 2026
Published on: May 26, 2026
Published by: University of Zagreb
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Cristian David Tobar Montilla, Mariela Muñoz-Añasco, Adriana M. Nieto-Muñoz, Elvia Ruiz-Beltran, published by University of Zagreb
This work is licensed under the Creative Commons Attribution 4.0 License.