Wilmer Garzón-Alfonso

Associate Professor in Computer Science

I am Wilmer Garzón, associate professor of the computer engineering department at the University Escuela Colombiana de Ingeniería (Bogotá – Colombia). I am the director of the master's degree in data science and director of the center of computing fundamentals studies.

I earned a bachelor's degree in computer engineering (2006) and as a mathematician (2008), both from the Escuela Colombiana de Ingeniería (Bogotá). My master's degree is in computer science from the University of Puerto Rico (Mayaguez). My doctorate is in computer science and was developed jointly between the IMT Atlantique (Nantes - France) and the Escuela Colombiana de Ingeniería. The thesis is entitled: "Secure Distributed Workflows for Biomedical Data Analysis", defended on August 30, 2023.

Doctoral Research Project

Topic: Distributed Machine Learning. Title: Secure distributed workflows for biomedical data analytics Thése

Develops a secure and privacy-preserving model and distributed infrastructure for biomedical data analytics. This model and corresponding prototype infrastructure will target the following main challenges: Protect data throughout complete workflows and perform efficient data analyses over biomedical information using distributed infrastructure.

Co-directors:

SÜDHOLT Mario, IMT Atlantique (Nantes, France).
BENAVIDES Daniel, Colombian School of Engineering Julio Garavito (Bogotá, Colombia).

Doctoral schools: MathSTIC - School of Engineering

Publications:

Virtual Reality Critical Thinking Training of Engineers in the Vertical Transportation Industry. Jarrah-Nezhad, Y., Paipa-Galeano, L. A., Bernal-Torres, C. A., Garzón-Alfonso, W., et. al. (2024). IEEE Access. Link
A taxonomy of tools and approaches for distributed genomic analyses. Garzón, W., Benavides, L., Gaignard, A., Redon, R., & Südholt, M. (2022). Informatics in Medicine Unlocked. Link
A Semantic Framework for the Design of Distributed Reactive Real-Time Languages and Applications. Sanabria-Ardila, M., Navarro, L. D. B., Diaz-Lopez, D., & Garzón-Alfonso, W. IEEE Access. July 2020. Link
On distributed collaboration for biomedical analyses. Boujdad, F. Z., Gaignard, A., Südholt, M., Garzón-Alfonso, W., Navarro, L. D. B., & Redon, R. In CCGrid-Life 2019-Workshop on Clusters, Clouds and Grids for Life Sciences (pp. 1-10). 2019, May. Link
Evaluation of collaborative consumption of food delivery services through web mining techniques. Correa, Juan C and Garzón, Wilmer and Brooker, Phillip and Sakarkar, Gopal and Carranza, Steven A and Yunado, Leidy and Rincón, Alejandro. Journal of Retailing and Consumer Services. January, 2019. Link
REAL-T: Time Modularization in Reactive Distributed Applications. Luis Daniel Benavides, Camilo Pimienta, Mateo Sanabria, Daniel Díaz, Wilmer Garzón, Willson Melo, and Hugo Arboleda. 13th Colombian Conference on Computing (13CCC). September 2018. Link
Towards a Smart Farming platform: from IoT-based crop sensing to Data Analytics. Héctor Cadavid, Wilmer Garzón, Alexander Pérez, Germán López, Cristian Mendivelso, and Carlos Ramírez. 13th Colombian Conference on Computing (13CCC). September 2018. Link
Towards Real-Time Semantics for a Distributed Event-Based MOP Language.. Sanabria, Mateo, Wilmer Garzón, and Luis D. Benavides. International Conference on Model and Data Engineering. October 2018. Link
Class Notes (draft version): Luis Daniel Benavides Navarro, Wilmer Garzón Alfonso, and Rodrigo López Beltrán. An introductory book presenting a modern view of discrete mathematics. 99 pages. Spanish Language.

Google Sites

Report abuse