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Ricardo Javier Soto De Giorgis

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

Líneas de Investigación


Metaheuristics; Autonomous Search, Machine Learning, Constraint Programming

Educación

  •  Informática, Universidad de Nantes. Francia, 2009
  •  Ingeniero civil en informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2003

Experiencia Académica

  •   Académico Full Time

    PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

    ingeniería

    Valparaíso, Chile

    2003 - A la fecha

Formación de Capital Humano


Number of thesis directed:

Undergraduate: 53
Master: 25
PhD: 4



 

Article (91)

A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems
Q-learnheuristics: Towards data-driven balanced metaheuristics
Reinforcement Learning Based Whale Optimizer
A new metaheuristic based on vapor-liquid equilibrium for solving a new patient bed assignment problem
A Reactive Population Approach on the Dolphin Echolocation Algorithm for Solving Cell Manufacturing Systems
A Teaching-Learning-Based Optimization Algorithm for the Weighted Set-Covering Problem
Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine
Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm
Clustering-Based Binarization Methods Applied to the Crow Search Algorithm for 0/1 Combinatorial Problems
Investigating the Efficiency of Swarm Algorithms for Bridge Strengthening by Conversion to Tied-Arch: A Numerical Case Study on San Luis Bridge
A clustering algorithm applied to the binarization of Swarm intelligence continuous metaheuristics
A SELF-ADAPTIVE BIOGEOGRAPHY-BASED ALGORITHM TO SOLVE THE SET COVERING PROBLEM
AccaSim=> a customizable workload management simulator for job dispatching research in HPC systems
Andean Condor Algorithm for cell formation problems
Applying FireFly Algorithm to solve the problem of balancing curricula
Solving the Manufacturing Cell Design Problem through an Autonomous Water Cycle Algorithm
Solving the Manufacturing Cell Design Problem through Binary Cat Swarm Optimization with Dynamic Mixture Ratios
The patient bed assignment problem solved by autonomous bat algorithm
Toward a Robust Multi-Objective Metaheuristic for Solving the Relay Node Placement Problem in Wireless Sensor Networks
A k-means binarization framework applied to multidimensional knapsack problem
A Meta-Optimization Approach to Solve the Set Covering Problem
A new EEG software that supports emotion recognition by using an autonomous approach
A new metaheuristic inspired by the vapour-liquid equilibrium for continuous optimization
Adaptive Black Hole Algorithm for Solving the Set Covering Problem
Solving the Software Project Scheduling Problem Using Intelligent Water Drops
Spectro-temporal features applied to the automatic classification of volcanic seismic events
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition
A k-means binarization framework applied to multidimensional knapsack problem
An expert system for the diagnosis of sexually transmitted diseases - ESSTD
Analyzing the effects of binarization techniques when solving the set covering problem through swarm optimization
Energy Prediction of Access Points in Wi-Fi Networks According to Users' Behaviour
Online control of enumeration strategies via bat algorithm and black hole optimization
Putting Continuous Metaheuristics to Work in Binary Search Spaces
Solving the manufacturing cell design problem using the modified binary firefly algorithm and the egyptian vulture optimisation algorithm
Solving the non-unicost set covering problem by using cuckoo search and black hole optimization
A systematic literature review of open source software quality assessment models
An empirical evaluation of software quality assurance practices and challenges in a developing country=> a comparison of Nigeria and Turkey
Efficient Parallel Sorting for Migrating Birds Optimization When Solving Machine-Part Cell Formation Problems
Implementing a web-based immunization schedule reminder for postnatal service delivery
Improving Tabu Search Performance by Means of Automatic Parameter Tuning
Mobile-based emergency report and response system for academic institutions of developing countries
Solving the Container Pre-Marshalling Problem using Artificial Bee Colony algorithm
Solving the Manufacturing Cell Design Problem using the Cuckoo Search
Using autonomous search for solving constraint satisfaction problems via new modern approaches
A Binary Cat Swarm Optimization Algorithm for the Non-Unicost Set Covering Problem
A Hybrid alldifferent-Tabu Search Algorithm for Solving Sudoku Puzzles
Adaptive filtering strategy for numerical constraint satisfaction problems
Boosting autonomous search for CSPs via skylines
Effect of the vibration profile on shallow granular systems
Multi-Objective Robust Optimization Using a Postoptimality Sensitivity Analysis Technique: Application to a Wind Turbine Design
Set constraint model and automated encoding into SAT: application to the social golfer problem
SOFTWARE PROJECT SCHEDULING USING THE HYPER-CUBE ANT COLONY OPTIMIZATION ALGORITHM
Top-k Based Adaptive Enumeration in Constraint Programming
A 2-level approach for the set covering problem=> Parameter tuning of artificial bee colony algorithm by using genetic algorithm
A Bicriteria Approach Identifying Nondominated Portfolios
A Binary Coded Firefly Algorithm that Solves the Set Covering Problem
A Max-Min Ant System algorithm to solve the Software Project Scheduling Problem
A Prefiltered Cuckoo Search Algorithm with Geometric Operators for Solving Sudoku Problems
Application of the Artificial Bee Colony Algorithm for Solving the Set Covering Problem
Combining Tabu Search and Genetic Algorithms to Solve the Capacitated Multicommodity Network Flow Problem
Comparing Evolutionary Strategies on a Biobjective Cultural Algorithm
CONSTRAINT PROGRAMMING FOR OPTIMAL DESIGN OF ARCHITECTURES FOR WATER DISTRIBUTION TANKS AND RESERVOIRS: A CASE STUDY
Sequentially Dependent Meta-Constraint Satisfaction Problem: An Application to Video Games
A hybrid AC3-tabu search algorithm for solving Sudoku puzzles
A Hybrid Soft Computing Approach for Subset Problems
A reactive and hybrid constraint solver
CHOICE FUNCTIONS FOR AUTONOMOUS SEARCH IN CONSTRAINT PROGRAMMING: GA VS. PSO
Choice functions for autonomous search in constraint programming=> GA vs. PSO [Funkcije izbora za samostalno pretra?ivanje u ograni?enom programiranju=> Genetski algoritam nasuprot optimizaciji roja ?estica]
Nurse and Paramedic Rostering with Constraint Programming: A Case Study
Parameter tuning of a choice-function based hyperheuristic using Particle Swarm Optimization
Parameter tuning of metaheuristics using metaheuristics
Solving a Novel Inventory Location Model with Stochastic Constraints and (R, s, S) Inventory Control Policy
Solving the Balanced Academic Curriculum Problem Using the ACO Metaheuristic
A 2-level Metaheuristic for the Set Covering Problem
A Hybrid Approach Using an Artificial Bee Algorithm with Mixed Integer Programming Applied to a Large-Scale Capacitated Facility Location Problem
A Hybrid Particle Swarm Optimization - Simulated Annealing Algorithm for the Probabilistic Travelling Salesman Problem
Cell formation in group technology using constraint programming and Boolean satisfiability
Dynamic Selection of Enumeration Strategies for Solving Constraint Satisfaction Problems
Syntax Extensions for a Constrained-Object Language via Dynamic Parser Cooperation
A Framework for Autonomous Search in the Eclipse Solver
A hybrid Ant algorithm for the set covering problem
An evolutionary multi-objective optimization algorithm for portfolio selection problem
An extensible autonomous search framework for constraint programming
Constraint-Based Nurse Rostering for the Valparaíso Clinic Center in Chile
Extensible CP-Based Autonomous Search
Hybrid strategies of enumeration in constraint solving
Controlling search in constrained-object models
Finding the Maximal Pose Error in Robotic Mechanical Systems Using Constraint Programming
On the pursuit of a standard language for object-oriented constraint modeling

BookWhole (1)

Applying an Electromagnetism-Like Algorithm for Solving the Manufacturing Cell Design Problem

ConferencePaper (130)

A Meta-Optimization Approach for Covering Problems in Facility Location
A multi dynamic binary black hole algorithm applied to set covering problem
Evaluation of choice functions to self-adaptive on constraint programming via the black hole algorithm
Solving manufacturing cell design problems using the black hole algorithm
Structural modernization on Chilean bridges Proposal for optimization on strengthening design via Genetic algorithm [Modernización estructural de puentes en Chile Propuesta de optimización en diseño de refuerzos mediante algoritmo genético]
A bat algorithm to solve the manufacturing cell design problem [Resolución del Manufacturing Cell Design Problem utilizando el Algoritmo Bat]
A beam-search approach to the set covering problem
A bi-objetive Cat Swarm Optimization algorithm for set covering problem
A binary invasiveweed optimization algorithm for the set covering problem
A choice functions portfolio for solving constraint satisfaction problems: A performance evaluation
A discrete invasive weed optimization algorithm for the set covering problem [Algoritmo Discreto de Optimización Hiebras Invasivas para el Set Covering Problem]
A firefly algorithm to solve the manufacturing cell design problem
A firefly algorithm to solve the manufacturing cell design problem [Resolución del Manufacturing Cell Design Problem Utilizando el Algoritmo Luciérnaga]
A marriage theorem based-algorithm for solving sudoku
A nature inspired intelligent water drop algorithm and its application for solving the set covering problem
A XOR-based ABC algorithm for solving set covering problems
An alternative solution to the software project scheduling problem
An binary black hole algorithm to solve the set covering problem [Un Algoritmo Binario Inspirado En Hoyos Negros Para Resolver El Problema De La Cobertura]
Biogeography-Based Optimization Algorithm for solving the set covering problem
Biogeography-based optimization algorithm for the Set Covering Problem [Algoritmo de Optimización basado en Biogeografía para resolver el Set Covering Problem]
Cat swarm optimization with different binarization methods for solving set covering problems
Change management in technology projects: Using a comprehensive model of change management [Gestión del Cambio para Proyectos Tecnológicos: Usando un Modelo Integral de Gestión del Cambio]
Efficient leader exchange for Migrating Birds Optimization when solving machine-part cell formation problems [Un Eficiente Intercambio De Líder En El Algoritmo Optimización De Migración de Aves en resolver el problema de Formación de Celdas Máquina-Parte]
Evaluating the efficient of using choice functions to solve CSPs via Autonomous Search [Evaluando La Eficiencia De Utilizar Funciones De Selección En Búsqueda Autónoma Para Resolver Problemas De Satisfacción De Restricciones]
Firefly algorithm to solve a project scheduling problem
Fireworks explosion can solve the set covering problem
Intelligent water drop algorithm (IWD)to solve software project scheduling problem [Algoritmo Gota de Agua Inteligente (IWD) para resolver problema de Programación de Proyectos de Software]
Solving manufacturing cell design problems using a shuffled frog leaping algorithm
Solving nonogram using genetic algorithms [Resolución De Nonogramas Usando Algoritmos Genéticos]
Solving the manufacturing cell design problem via invasiveweed optimization
The set covering problem solved by the Black Hole Algorithm [El Problema de Cobertura de Conjuntos solucionado por el Algoritmo del Agujero Negro]
Using the Soccer League Competition algorithm to solve the set covering problem [Utilizando el Algoritmo del Campeonato de Futbol para resolver el Problema del Conjunto de Cobertura]
A Binary Cuckoo Search Algorithm for Solving the Set Covering Problem
A binary fruit fly optimization algorithm to solve the set covering problem
A comparison of three recent nature-inspired metaheuristics for the set covering problem
A filtering technique for helping to solve sudoku problems
A Migrating Birds Optimization Algorithm for Machine-Part Cell Formation Problems
A Scheduling Problem for Software Project Solved with ABC Metaheuristic
A teaching-learning-based optimization algorithm for solving set covering problems
A Timetabling Applied Case Solved with Ant Colony Optimization
A Timetabling Problem Solved with Improved ACO
An artificial bee colony algorithm for the resource contrained project scheduling problem
Applicability of cyclomatic complexity on WSDL
Automated, adaptive, and optimized search for CSPs via cuckoo search
Autonomous Tuning for Constraint Programming via Artificial Bee Colony Optimization
Binarization functions for Shuffled Frog Leaping Algorithm can solve the Set Covering Problem
Binarization functions for Shuffled Frog Leaping Algorithm can solve the Set Covering Problem [Funciones de binarización para el Algoritmo del Salto de la Rana que resuelve el Problema de Cobertura de Conjunto]
Binarization Methods for Shuffled Frog Leaping Algorithms That Solve Set Covering Problems
Binary Bat Algorithms for the Set Covering Problem
Binary bat algorithms for the set covering problem [Algoritmos Murciélago Binarios para el Problema de Cobertura de Conjuntos]
Binary Cat Swarm Optimization for the Set Covering Problem
Binary cat swarm optimization for the set covering problem [Optimización por Colonia de Gatos del Problema de Cobertura de Conjuntos]
Comparing Cuckoo Search, Bee Colony, Firefly Optimization, and Electromagnetism-Like Algorithms for Solving the Set Covering Problem
Creativity in agile software development methods
Effective Meetings: With a Focus on the Emotions and the Conversations to Improve the Capital in the Organizations
Effective meetings: With a focus on the emotions and the conversations to improve the capital in the organizations [Reuniones Efectivas: Con la Mirada en las Emociones y Conversaciones para Potenciar el Capital de las Organizaciones]
Efficient utilization of various network coding techniques in different wireless scenarios
Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation
Enumeration Strategies to Solve Constraint Satisfaction Problems Performance evaluation
Enumeration strategies to solve constraint satisfaction problems: Performance evaluation [Estrategias de Enumeración para Resolver Problemas de Satisfacción de Restricciones: Evaluación de desempeño]
Experiential solving: Towards a unified autonomous search constraint solving approach
Female Gender Representations in Digital Mass Media via Discourse Analysis: A Case Study
Female gender representations in digital mass media via discourse analysis: A case study [Representaciones del Género Femenino en Medios de Comunicación Digitales vía Análisis Crítico del Discurso: Un Caso de Estudio]
Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization
Hybrid algorithms for Solving Sudokus
Hybrid algorithms for solving Sudokus [Algoritmos híbridos para la resolución de Sudokus]
Leadership in agile software development methods
Modified Binary FireFly Algorithms with Different Transfer Functions for Solving Set Covering Problems
Online Control of Enumeration Strategies via Bat-Inspired Optimization
Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-Like Algorithms
Recent harmony search algorithms for 0–1 optimization problems
Set Covering Problem solved by new Binary Firefly Algorithm
Set covering problem solved by new binary firefly algorithm [Problema de Cobertura de Conjunto Resuelto por el Nuevo Algoritmo Luciérnaga Binario]
Solving Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm
Solving Pre-Processed Set Covering Problems via Cuckoo Search and Levy Flights
Solving pre-processed set covering problems via cuckoo search and lévy flights [Resolviendo Problemas Pre-Procesados de Cobertura de Conjuntos vía Cuckoo Search y Lévy Flight]
Solving sudokus via metaheuristics and AC3
Solving the set covering problem with a shuffled frog leaping algorithm
Solving the set covering problem with binary cat swarm optimization
The complexity of designing and implementing metaheuristics
The impact of a new formulation when solving the set covering problem using the ACO metaheuristic
The Set Covering Problem Solved by the Binary Teaching-learning-based Optimization Algorithm
The set covering problem solved by the binary teaching-learning-based optimization algorithm [Problema del Conjunto de Cobertura Resuelto Mediante el Algoritmo Binario de Optimización Basado en Enseñanza- Aprendizaje]
Towards a framework for adaptive constraint propagation
Towards the easy analysis of mass media audience reaction on social networks via discursive category tools
Universal usability in mass media via discourse analysis: A Case Study
Using binary Fruit Fly algorithm for solving the Set Covering Problem
Using binary fruit fly algorithm for solving the set covering problem [Utilizando el Algoritmo binario Fruit Fly para resolver el Problema del Conjunto de Cobertura]
WSM Tuning in Autonomous Search via Gravitational Search Algorithms
A 2-level Approach for the Set Covering Problem: Parameter Tuning of Artificial Bee Colony Algorithm by Using Genetic Algorithm
A Better Understanding of the Behaviour of Metaheuristics: A Psychological View
A Binary Firefly Algorithm for the Set Covering Problem
A New Approach to Solve the Software Project Scheduling Problem Based on Max-Min Ant System
Agile Software Teams Can Use Conflict to Create a Better Products
An Artificial Bee Colony Algorithm for the Set Covering Problem
Autonomous Search: Towards the Easy Tuning of Constraint Programming Solvers
Binary Firefly Algorithm for the Set Covering Problem
Binary Firefly algorithm for the set covering problem [Algoritmo Luciérnaga Binario para el Problema de Cobertura de Conjuntos]
Easy Modeling of Open Pit Mining Problems via Constraint Programming
Max-Min Ant System to solve the Software Project Scheduling Problem
Max-Min Ant System to solve the software project scheduling problem [Sistemas de Hormigas Max-Min para resolver el Problema de Programación de Proyectos de Software]
Modeling Manufacturing Cell Design Problems: CP vs. MH
Recent metaheuristics for the Weighted Set Covering problem
Self-adaptive Systems: Facilitating the Use of Combinatorial Problem Solvers
Solving Open-Pit Long-Term Production Planning problems with constraint programming a performance evaluation
The Influence of Emotions on Productivity in Software Engineering
The Use of Metaheuristics to Software Project Scheduling Problem
Two swarm intelligence algorithms for the Set Covering problem
Using the Bee Colony Optimization Method to Solve the Weighted Set Covering Problem
Using the Firefly Optimization Method to Solve the Weighted Set Covering Problem
A Hyperheuristic Approach for Guiding Enumeration in Constraint Solving
Agile Software Development: It Is about Knowledge Management and Creativity
Modeling NRPs with Soft and Reified Constraints
Nurse Rostering with Soft Constraints Evidence from Chilean Mid-size Health Care Centers
On the Pursuit of Reliable Solutions for a Robotic Optimization Problem
Agile software engineering as creative work
Agile software teams must be creatives
Solving manufacturing cell design problems using constraint programming
Using autonomous search for generating good enumeration strategy blends in constraint programming
A Cultural Algorithm Applied in a Bi-Objective Uncapacitated Facility Location Problem
A framework for autonomous search in the Ecl ips e solver
A hyperheuristic approach for dynamic enumeration strategy selection in constraint satisfaction
Constraint-based nurse rostering for the Valparaíso Clinic Center in Chile
Extensible CP-based autonomous search
Controlling search in constrained-object models
Finding the maximal pose error in robotic mechanical systems using constraint programming
High-level modeling of component-based CSPs
Model-driven constraint programming
Tuning constrained objects
Performance analysis of a multiagent architecture for passenger transportation

Editorial (1)

Foreword

Proyecto (18)

BUILDING REACTIVE LEARNING-BASED HYBRID METAHEURISTICS
THREE-CONTINENT MULTI-OBJECTIVE OPTIMISATION NETWORK (3C-MOON)
Metodología de Gestión de Riesgo de Desastres mediante algoritmos de optimización para la Industria
An autonomous search system configuring continuous-variable-based metaheuristics for solving combinatorial problem - FONDECYT 1171243
AN AUTONOMOUS SEARCH SYSTEM CONFIGURING CONTINUOUS-VARIABLE-BASED METAHEURISTICS FOR SOLVING COMBINATORIAL PROBLEMS
Sistema de apoyo didáctica para el proceso de enseñanza-aprendizaje de la escritura del trabajo de título de la carrera de Ingeniería Civil Informática.
ON-LINE AUTONOMOUS SEARCH FOR RECENT BIO-INSPIRED METAHEURISTICS
ON-LINE AUTONOMOUS SEARCH FOR RECENT BIO-INSPIRED METAHEURISTICS (MOD=> FONDECYT REGULAR)
On-line Autonomous Search for Recent Bio-Inspired Metaheuristics - FONDECYT 1160455
AN AUTONOMOUS SEARCH SYSTEM TO HYBRID CONSTRAINT SOLVER COOPERATION
An Autonomous Search System To Hybrid Constraint Solver Coperation - FONDECYT 1140897
ADAPTATIVE ENUMERATION AND PROPAGATION IN CONSTRAINT PROGRAMMING
Adaptive Enumeration and Propagation in Constraint Programming - MOD=> (FONDECYT Iniciación)
BANANAS=> Automated design and autonomous control of hybrid solver cooperations
Extending the Architecture for Autonomous Search in Constraint Programming - MOD=> (FONDECYT iniciación 2012 ubicado en puntaje de corte=> lugar 26, 25 proyectos adjudicados)
Clasificadores de Estrategias para Búsqueda Autónoma
Diseño e Implementación de un Solver basado en Búsqueda Autónoma para la Resolución de Problemas Combinatoriales
Hacia el desarrollo de un lenguaje estándar para la programación con restricciones
204
Ricardo Soto

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

164
Broderick Crawford

Secretario Académico

PUCV - ESCUELA ING. INFORMÁTICA

Valparaíso, Chile

63
franklin johnson

Director

Computación e Informática

Universidad de Playa Ancha de Ciencias de la Educación

valparaíso, Chile

20
RODRIGO OLIVARES

ACADÉMICO

ESCUELA DE INGENIERÍA CIVIL INFORMÁTICA

UNIVERSIDAD DE VALPARAÍSO

VALPARAÍSO, Chile

15
Wenceslao Palma

Profesor

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaiso, Chile

6
Gino Astorga

Jefe Unidad de Sistemas de Gestión Administrativa

Dirección de Tecnologías de Información y Comunicación

Universidad de Valparaíso

Valparaíso, Chile

6
Cristian Galleguillos

Computer scientist

Idrostudi watercare engineering

Trieste, Italia

4
Carla Taramasco

Full professor

Universidad Andrés Bello

Viña del Mar, Chile

4
Jose Garcia

Asociado

Ingeniería

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

4
Stefanie Niklander

Profesor instructor

Universidad Autónoma de Chile

Santiago, Chile

4
Guillermo Cabrera

Profesor

Ingeniería Informática

Pontificia Universidad Catolica de Valparaiso

Valparaíso, Chile

4
Boris Almonacid

Independent Researcher

Global Change Science

Viña del Mar, Chile

3
Claudio Cubillos

PONTIFICA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

2
Alvaro Peña

Profesor Titular - Consejero Académico

Escuela Ingeniería en Construcción

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

2
Ignacio Araya

Profeso Auxiliar

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

2
Roberto Muñoz

Director

Escuela de Ingeniería Informática

Universidad de Valparaíso

Valparaíso , Chile

1
Javier Pereira

SUBDIRECTOR NACIONAL DE DESARROLLO TECNOLÓGICO E INNOVACIÓN

Universidad Tecnológica de Chile Inacap

Santiago, Chile

1
Hanns de la Fuente

Associate Professor

Facultad de Ciencias Económicas y Administrativas

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1
Pablo Meza

Associate Professor

Departamento de Ingeniería Eléctrica

UNIVERSIDAD DE LA FRONTERA

Temuco, Chile

1
Beatriz Marin

Académica

UNIVERSIDAD DIEGO PORTALES

Santiago, Chile

1
Marta Barría

Académico

Escuela de Ingeniería Civil Informática

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

1
Rodrigo Soto

Full professor

Physics

DEPARTAMENTO DE FISICA, FCFM, UNIVERSIDAD DE CHILE

Santiago, Chile

1
Dino Risso

Professor

Department of Physics

UNIVERSIDAD DEL BIO-BIO

Concepción, Chile

1
Fernando Huenupan

Academico

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile

1
Orlando Duran

Full Professor

Escuela de Ing. Mecánica

ESCUELA DE INGENERIÍA MECÁNICA

Quilpue, Chile

1
CLAUDIO ELÓRTEGUI

Director

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

1
Carlos Valle

Académico Jornada Completa

Computación e Informática

Universidad de Playa Ancha

Valparaíso, Chile

1
Jean-Gabriel Minonzio

profesor titular

Escuela de Ingeniería Civil en Informática

Universidad de Valparaiso

Valparaiso, Chile

1
Millaray Curilem

Académica

Ingeniería Eléctrica

Universidad de La Frontera

Temuco, Chile