Projects per year
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Dive into the research topics where Ingeniería Industrial is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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UTCV: Propuesta de un modelo de cadena de valor para comunidades con potencial de desarrollo en el área metropolitana de Bucaramanga. Un proyecto de UNAB Transformativa
Talero Sarmiento, L. H. (PI), Cardenas Fontecha, M. S. (CoI), Ramírez Jurado, G. R. (Asesor), Cañas Silva, O. M. (Asesor) & Granados Gonzalez, E. G. (Asesor)
Universidad Autónoma de Bucaramanga, Banco de alimentos, Oh Si Gourmet, Droguerias Granados
15/01/24 → 30/07/25
Project: Innovation › social innovation
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Aplicación de Robotic Process Automation RPA en la automatización de procesos industriales y de servicios (fase 2)
Duran Peña, J. A. (Tutor de Semillero), Camacho Gaitan, C. E. (Estudiante de pregrado y/o miembro de semillero), Blanco Rueda, A. E. (Estudiante de pregrado y/o miembro de semillero), Hernandez Vasquez, G. A. (Estudiante de pregrado y/o miembro de semillero), Angarita Navarro, Y. Y. (Estudiante de pregrado y/o miembro de semillero) & Diaz Castañeda, J. J. (Estudiante Líder de semillero)
Universidad Autónoma de Bucaramanga
5/08/24 → 22/11/24
Project: Semilleros de Investigación
Research output
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A bibliometric analysis of computational and mathematical techniques in the cocoa sustainable food value chain
Talero-Sarmiento, L. H., Parra-Sanchez, D. T. & Lamos-Diaz, H., 20 Mar 2025, In: Heliyon. 11, 6, e43015.Research output: Articles / Notes › Article in a non-specialized journal › peer-review
Open Access -
A Data-Driven Approach to Improve Cocoa Crop Establishment in Colombia: Insights and Agricultural Practice Recommendations from an Ensemble Machine Learning Model
Talero-Sarmiento, L., Roa-Prada, S., Caicedo-Chacon, L. & Gavanzo-Cardenas, O., Jan 2025, In: AgriEngineering. 7, 1, 6.Research output: Articles / Notes › Scientific Article › peer-review
Open Access1 Scopus citations -
A Data-Driven Approach to Improve Cocoa Crop Establishment in Colombia: Insights and Agricultural Practice Recommendations from an Ensemble Machine Learning Model
Talero-Sarmiento, L., Roa Prada, S., Caicedo Chacon, L. Y. & Gavanzo-Cardenas, O. (Co-author), 28 Dec 2024, In: AgriEngineering. p. 1 38 p.Research output: Articles / Notes › Scientific Article › peer-review
Open Access
Datasets
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Cocoa Ripeness Dataset TCS 01
Talero Sarmiento, L. H. (Creator) & Heredia Gómez, J. F. (Creator), Kaggle, 2020
DOI: 10.29375/25392115.4030, https://www.kaggle.com/datasets/juanfelipeheredia/cocoa-ripeness-dataset-tcs-01
Dataset
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Colombian Cocoa Dataset: Soil Aptitude
Talero Sarmiento, L. H. (Creator), Roa Prada, S. (Creator) & Caicedo Chacon, L. Y. (Creator), Kaggle, 31 Oct 2024
https://www.kaggle.com/datasets/lehetasa/colombian-cocoa-dataset
Dataset
Prizes
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Best in session award
Talero Sarmiento, L. H. (Recipient), Duarte Duarte, J. B. (Recipient) & Garces Carreño, L. D. (Recipient), May 2017
Prize
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One of the best papers
Talero Sarmiento, L. H. (Recipient), Weber, G. (Recipient), Lamos-Díaz, H. (Recipient) & Parra-Sánchez, D. T. (Recipient), 10 Nov 2023
Prize
File -
One of the best papers
Escobar Rodríguez, L. Y. (Recipient), Gómez Ávila, F. L. (Recipient), Córdoba Sarmiento, E. E. (Recipient) & Cupaban Hernández, G. A. (Recipient), 10 Nov 2023
Prize
Activities
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Bitacora de investigación 2024-2
Talero Sarmiento, L. H. (Research Professor)
1 Jul 2024 → 31 Dec 2024Activity: Work plan › Logs of research, creation and social transformation.
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Universidad Autónoma de Bucaramanga
Peñaloza Parra, S. D. (Student), Arenales Anaya, A. M. (Tutor) & Escobar Rodríguez, L. Y. (Professor)
14 Feb 2024 → 14 Jun 2024Activity: Incoming Mobility › Research practice
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Universidad Autónoma de Bucaramanga
Esparza Duarte, D. A. (Student), Arenales Anaya, A. M. (Tutor) & Talero Sarmiento, L. H. (Professor)
12 Feb 2024 → 12 Jun 2024Activity: Incoming Mobility › Research practice
Press/Media
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Researcher from Universidad Autonoma de Bucaramanga Reports Recent Findings in Machine Learning (A Data-Driven Approach to Improve Cocoa Crop Establishment in Colombia: Insights and Agricultural Practice Recommendations from an Ensemble Machine ...)
Talero-Sarmiento, L., Roa Prada, S. & Talero Sarmiento, L. H.
14/01/25
1 item of Media coverage
Press/Media
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Studies from Universidad Autonoma de Bucaramanga Reveal New Findings on Big Data and Cognitive Computing (Towards a Refined Heuristic Evaluation: Incorporating Hierarchical Analysis for Weighted Usability Assessment)
Talero-Sarmiento, L. & Talero Sarmiento, L. H.
28/06/24
1 item of Media coverage
Press/Media
Student theses
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Análisis de la eficiencia de las tecnologías Rapid Application Development en la reducción de los tiempos de construcción de un proyecto de software
Talero-Sarmiento, L. (Author), Poveda Florez, J. S. (Author) & González Guevara, Y. E. (Author), Zapata García, A. M. (Supervisor) & Talero Sarmiento, L. H. (Supervisor), 2021Student thesis: undergraduate Thesis
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An optimization model for Theobroma Cacao yield maximization based on smart farming technologies.
Talero-Sarmiento, L. (Author), Lamos Díaz, H. (Supervisor) & Granollers, A. (Supervisor), 4 Feb 2020Student thesis: Doctoral Thesis
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Aplicación para estimar el nivel de madurez en las mazorcas de cacao haciendo uso de visión por computador y aprendizaje de máquina “DELECO”
Talero-Sarmiento, L. (Author), Heredia-Gómez, J. F. (Author), Rueda Gomez, J. P. (Author) & Ramirez Acuña, J. S. (Author), Talero Sarmiento, L. H. (Supervisor) & Coronado-Silva, R. A. (Codirector), 2020Student thesis: undergraduate Thesis