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Mauricio Fernando Hidalgo Barrientos

Director de Programa. Magíster en Data Science

Universidad San Sebastián

Santiago, Chile

Líneas de Investigación


Deep Learning, Data Science, Software Engineering, Experimental Software Engineering, Software Engineering Education

Educación

  •  Doctorado en Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2025
  •  Magister en Gestión de Educación Superior, Universidad Santo Tomás. Chile, 2018
  •  Ingeniero civil en Informática y Telecomunicaciones, UNIVERSIDAD DIEGO PORTALES. Chile, 2009

Experiencia Académica

  •   Académico investigador Full Time

    UNIVERSIDAD FINIS TERRAE

    Facultad de Ingeniería

    Santiago, Chile

    2024 - 2025

  •   Académico Part Time

    UNIVERSIDAD DIEGO PORTALES

    Ingeniería y Ciencias

    Santiago, Chile

    2023 - 2024

  •   Director de Carrera Full Time

    UNIVERSIDAD SAN SEBASTIÁN

    Facultad de Ingeniería, Arquitectura y Diseño

    Santiago, Chile

    2021 - 2023

  •   Director de Programa. Magíster en Data Science Full Time

    UNIVERSIDAD SAN SEBASTIÁN

    Facultad de Ingeniería

    Santiago, Chile

    2025 - A la fecha

Experiencia Profesional

  •   Ingeniero de Desarrollo Full Time

    JPMorgan Chase Bank N.A.

    Santiago, Chile

    2009 - 2011

  •   Director de Carrera Full Time

    Instituto Profesional Santo Tomás

    Santiago, Chile

    2011 - 2015

  •   Docente de Planta Full Time

    Universidad Finis Terrae

    Santiago, Chile

    2015 - 2021

  •   Director de Carrera Full Time

    Universidad San Sebastian

    Santiago, Chile

    2021 - 2023

  •   Académico Part Time

    Universidad Diego Portales

    Santiago, Chile

    2023 - 2024

  •   Académico Investigador Full Time

    Universidad Finis Terrae

    Santiago, Chile

    2024 - A la fecha

Premios y Distinciones

  •   Premio 18 de Septiembre

    MINISTERIO DE DEFENSA NACIONAL

    Chile, 2001

    Reconocimiento al mejor conscripto de la promoción.

  •   Premio a la Excelencia en Docencia

    UNIVERSIDAD DIEGO PORTALES

    Chile, 2016

    Reconocimiento a la labor docente


 

Article (10)

A Study of Software Architects’ Cognitive Approaches: Kolb’s Learning Styles Inventory in Action

Barrientos, Mauricio Fernando Hidalgo; Astudillo, Hernan; Castro, Laura M.

Article SCOPUS
Communications in Computer and Information Science  (2025)

Negative Sampling for Triplet-Based Loss: Improving Representation in Self-supervised Representation Learning

Goyo, Manuel Alejandro; Hidalgo, Mauricio

Article SCOPUS
Lecture Notes in Computer Science  (2025)

Understanding How Software Project Managers Learn Using Kolb's Learning Style Inventory

Hidalgo, M; Castro, LM; Astudillo, H

Article ISI
INGENIERIA E INVESTIGACION  (2025)

What Is the Process? A Metamodel of the Requirements Elicitation Process Derived from a Systematic Literature Review

Hidalgo, M; Yanine F.; Paredes, R; Frez, J; Solar, M

Article ISI
PROCESSES  (2025)

Challenges to Applying Role Playing in Software Engineering Education: A Taxonomy Derived from a Rapid Literature Review

Barrientos, Mauricio Fernando Hidalgo; Astudillo, Hernan; Castro, Laura M.

Article SCOPUS
 (2024)

Challenges to Use Role Playing in Software Engineering Education: A Rapid Review

Barrientos, Mauricio Fernando Hidalgo; Astudillo, Hernan; Castro, Laura M.

Article SCOPUS
Communications in Computer and Information Science  (2024)

Mapping Kolb's Learning Style to Roles in Software Development Team

Hidalgo, Mauricio; Rodriguez, Kattia; Astudillo, Hernan; IEEE

Article ISI
2024 L LATIN AMERICAN COMPUTER CONFERENCE, CLEI 2024  (2024)

How Software Architects Learn: A pilot study of their learning style in Kolb's Learning Styles Inventory

Hidalgo, Mauricio; Astudillo, Hernan; Castro, Laura M.

Article SCOPUS
2018 37TH INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC)  (2023)

Batch Generation of a Satellite Big Data Database and Comparison of LSTM Network Performance on Local Workstations

Trujillo, Roxana; Hidalgo, Mauricio; Pérez, Ignacio; Solar, Mauricio

Article SCOPUS
2018 37TH INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC)  (2022)

Applied deep learning for the detection of hemorrhages and brain tumors

Hidalgo Barrientos, Mauricio Fernando; Barrientos, Mauricio Fernando Hidalgo; Hayes Ortiz, Bryan Isaac; Ortiz, Bryan Isaac Hayes; Delgadillo Vera, Ignacio; Vera, Ignacio Delgadillo; Goyo Escalona, Manuel; Escalona, Manuel Goyo

Article ISI SCOPUS
 (2021)

ConferencePaper (2)

Effective Teaching Strategies for Large Classes: A Case Study in Software Architecture Education

Castro, LM; Hidalgo, M; Astudillo, H

ConferencePaper ISI
PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY AND COMPUTERS, ICETC 2024  (2024)

Estimating the size of natural networks using local information

Bustos-Jiménez J.; Hidalgo, M; Schaeffer E.

ConferencePaper SCOPUS
Proceedings - International Conference of the Chilean Computer Science Society, SCCC  (2011)

2
Hernan Astudillo

Profesor Titular

Universidad Andrés Bello

Viña del Mar, Chile

1
Mauricio Solar

Professor

Informatic

Universidad Técnica Federico Santa María

Santiago, Chile

1
Jonathan Frez

Faculty Member

Escuela de Informática y Telecomunicaciones

Universidad Diego Portales

santiago, Chile

12
Mauricio Hidalgo

Director de Programa. Magíster en Data Science

Facultad de Ingeniería

Universidad San Sebastián

Santiago, Chile