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Emanuel Enrique Vega Mena

Académico

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Optimización, Machine Learning, Vision Computing, Visual Revisions

Ingeniero en Ejecución Informática , PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2014
Magister en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2016
Doctorado en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2023
Magister en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2019

Docente Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

2019 - 2023
Profesor Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile

2019 - A la fecha
Académico Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Chile

2023 - A la fecha
Profesor Part Time

UNIVERSIDAD TECNOLOGICA DE CHILE INACAP

Chile

2018 - 2021

Analista Desarrollador Full Time

Universidad Técnica Federico Santa María

Chile

2013 - 2015
Analista Full Time

RyC Consultores

Santiago, Chile

2016 - 2018


Adaptive Optimization of a Dual Moving Average Strategy for Automated Cryptocurrency Trading Romo, Andres; Soto, Ricardo; Vega, Emanuel; Crawford, Broderick; Salinas, Antonia; Becerra-Rozas, Marcelo Article ISI MATHEMATICS (2025)
Optimization of Convolutional Neural Networks With Multi-Objective Function Metaheuristics for Melanoma Detection Hermosilla, Pamela; Soto, Ricardo; Monfroy, Eric; Vega, Emanuel; Erazo, Lucas; Guzman, Valentina Article ISI IEEE ACCESS (2025)
Anomaly Detection on Bridges Using Deep Learning With Partial Training Santos-Vila, Ivan; Soto, Ricardo; Vega, Emanuel; Pena Fritz, Alvaro; Crawford, Broderick Article ISI IEEE ACCESS (2024)
Audit Model for Asset Management, Maintenance and Reliability Processes: A Case Study Applied to Pulp Mill Sector Aránguiz, Andrés; Pizarro, Felix; Parra, Carlos; Duque, Pablo; VEGA-MENA, EMANUEL ENRIQUE Article SCOPUS Engineering Asset Management Review (2024)
Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy Vega, E; Lemus-Romani J.; Soto, R; Crawford, B; Löffler, C.; Pena J.; Talbi, E Article ISI BIOMIMETICS (2024)
Audit Models for Asset Management, Maintenance and Reliability Processes: A Case Study Applied to the Desalination Plant Duque, Pablo; Parra, Carlos; Pizarro, Felix; Aránguiz, Andrés; VEGA-MENA, EMANUEL ENRIQUE Article SCOPUS Lecture Notes in Mechanical Engineering (2023)
Combining a Population-Based Approach with Multiple Linear Models for Continuous and Discrete Optimization Problems Vega, Emanuel; Soto, Ricardo; Contreras, Pablo; Crawford, Broderick; Pena, Javier; Castro, Carlos Article ISI MATHEMATICS (2022)
Predicting population size and termination criteria in metaheuristics: A case study based on spotted hyena optimizer and crow search algorithm Vega, Emanuel; Soto, Ricardo; Crawford, Broderick; Pena, Javier; Contreras, Pablo; Castro, Carlos Article ISI APPLIED SOFT COMPUTING (2022)
A Learning-Based Hybrid Framework for Dynamic Balancing of Exploration-Exploitation: Combining Regression Analysis and Metaheuristics Vega, Emanuel; Soto, Ricardo; Crawford, Broderick; Pena, Javier; Castro, Carlos Article ISI MATHEMATICS (2021)
A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems Lemus-Romani, Jose; Becerra-Rozas, Marcelo; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe; Vega, Emanuel; Castillo, Mauricio; Tapia, Diego; Astorga, Gino; Palma, Wenceslao; et al. Article ISI MATHEMATICS (2021)
Solving the Manufacturing Cell Design Problem Using Human Behavior-Based Algorithm Supported by Autonomous Search Article ISI SCOPUS IEEE ACCESS (2019)


Solving the Set Covering Problem Using Spotted Hyena Optimizer and Autonomous Search ConferencePaper ISI SCOPUS SOCIAL COMPUTING AND SOCIAL MEDIA, SCSM 2025, PT I (2019)
Solving Manufacturing Cell Design Problems by Using a Bat Algorithm Approach ConferencePaper ISI SCOPUS SOCIAL COMPUTING AND SOCIAL MEDIA, SCSM 2025, PT I (2016)
Solving manufacturing cell design problems using a shuffled frog leaping algorithm Soto, R; Crawford, B; Vega, E; Johnson, F; Paredes, F ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2016)
Solving Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm Soto, R; Crawford, B; Vega, E; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)


Towards Greater Reliability Amid Resource Variability: Hybrid Forecasting Models Applied to Renewable Solar Energy for Green Hydrogen Production VEGA-MENA, EMANUEL ENRIQUE Proyecto (2025)
Deutsch-Chilenischer Austausch zu KI in der Biodiversitätsforschung (BCKI - BIO) Löffler, Christoffer Proyecto (2024)
reactive learning-based hybrid metaheuristic for optimization Ricardo Soto Proyecto (2019)
Sistema de monitoreo y prevención de daños en puentes en base a modelos de predicción generados mediante inteligencia artificial Ricardo Soto Proyecto (2019)


Damage Detection on Real Bridges Using Machine Learning Techniques: A Systematic Review Santos-Vila, Ivan; Soto, Ricardo; Vega, Emanuel; Crawford, Broderick; Pena, Alvaro Review ISI APPLIED SCIENCES-BASEL (2025)
Skin Cancer Detection and Classification Using Neural Network Algorithms: A Systematic Review Soto, Ricardo; Ponce, Jefte Review ISI DIAGNOSTICS (2024)

5

Broderick Crawford

Secretario Académico

PUCV - ESCUELA ING. INFORMÁTICA

Valparaíso, Chile

2

Ricardo Soto

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

1

franklin johnson

Director

Computación e Informática

Universidad de Playa Ancha de Ciencias de la Educación

valparaíso, Chile

1

Alvaro Peña

Profesor Titular - Consejero Académico

Escuela Ingeniería en Construcción

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

21

Emanuel Vega

Académico

Escuela de Ingeniería Informática

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1

Victor Reyes

1

Felipe Cisternas

1

Christoffer Löffler

PhD Student

Friedrich-Alexander University Erlangen-Nuremberg

Valparaíso, Chile

1

Marcelo Becerra

Profesor Asociado

Escuela de Ingeniería Informática

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

2

Pamela Hermosilla

Docente

Informática

Pontificia Universidad Católica de Valparaíso

valparaiso, Chile