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Wilson Andrés Castillo Rojas

Profesor Titular

Universidad de Atacama

Copiapó, Chile

Líneas de Investigación


Ciencia de Datos, Minería de Datos, Data WareHouse, y Base de Datos

Educación

  •  Informática, UNIVERSIDAD POLITECNICA DE MADRID. España, 2016
  •  Computación, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 1999
  •  Ciencias de la Computación e Inteligencia Artificial, UNIVERSIDAD POLITECNICA DE MADRID. España, 2009
  •  Ingeniero de Ejecución en Computación e Informática, UNIVERSIDAD DE TARAPACA. Chile, 1989

Experiencia Académica

  •   Académico Full Time

    UNIVERSIDAD ARTURO PRAT

    Ingeniería y Arquitectura

    Iquique, Chile

    1990 - 2017

  •   Profesor Asociado/Director Full Time

    UNIVERSIDAD DE ATACAMA

    Ingeniería

    Copiapó, Chile

    2019 - 2021

  •   Profesor Titular Full Time

    UNIVERSIDAD DE ATACAMA

    Ingeniería

    Copiapó, Chile

    2022 - At present

  •   Profesor Asociado Full Time

    UNIVERSIDAD DE ATACAMA

    Ingeniería

    Copiapó, Chile

    2017 - 2019

Experiencia Profesional

  •   Académico/Director de carrera Full Time

    Universidad Arturo Prat

    Iquique, Chile

    1990 - 2017

  •   Director/Académico Full Time

    Universidad de Atacama

    Copiapó, Chile

    2017 - At present


 

Article (13)

Daily Prediction Model of Photovoltaic Power Generation Using a Hybrid Architecture of Recurrent Neural Networks and Shallow Neural Networks

Castillo-Rojas, Wilson; Bekios-Calfa, Juan; Hernandez, Cesar

Article ISI
INTERNATIONAL JOURNAL OF PHOTOENERGY  (2023)

Photovoltaic Energy Forecast Using Weather Data through a Hybrid Model of Recurrent and Shallow Neural Networks

Castillo-Rojas, Wilson; Medina Quispe, Fernando; Hernandez, Cesar

Article ISI
ENERGIES  (2023)

Correlation Analysis of the Incidence in the Cognitive Capacity of a Physical Activity Program in Older Women of Chile

Araya, Sergio; Padial, Paulin; Castillo, Wilson; Lagos, Carlos; Conde-Pipo, Javier; Mariscal-Arcas, Miguel

Article ISI
RETOS-NUEVAS TENDENCIAS EN EDUCACION FISICA DEPORTE Y RECREACION  (2022)

Análisis de datos sobre el uso y consumo de servicios internet diferenciado por género en estudiantes universitarios

Carmen Burgos Videla; Wilson Castillo-Rojas

Article SCIELO
INGENIARE. REVISTA CHILENA DE INGENIERIA  (2021)

Digital Competence Analysis of University Students Using Latent Classes

Gloria Burgos-Videla, Carmen; Castillo Rojas, Wilson Andres; Lopez Meneses, Eloy; Martinez, Javiera

Article ISI
EDUCATION SCIENCES  (2021)

Analysis and implementation of free education at the University of Atacama

Gloria Burgos-Videla, Carmen; Macias, Ana Ona; Castillo Rojas, Wilson

Article ISI
IJERI-INTERNATIONAL JOURNAL OF EDUCATIONAL RESEARCH AND INNOVATION  (2020)

Metrics for the support of visual exploration of components in data mining models

Fernando Medina-Quispe; Castillo-Rojas W.; Meneses, Claudio Juvenal

Article SCOPUS, SCIELO
INGENIARE. REVISTA CHILENA DE INGENIERIA  (2020)

A methodology for data warehousing processes based on experience [Una metodología para procesos data warehousing basada en la experiencia]

Castillo-Rojas, W; Quispe F.M.; Molina F.F.

Article ISI SCOPUS
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao  (2018)

Visualización Interactiva para Modelos de Clústeres

Wilson Castillo-Rojas; Juan Vega-Damke

Article SCIELO SCOPUS
INGENIARE. REVISTA CHILENA DE INGENIERIA  (2018)

Esquema de Visualización para Modelos de Clústeres en Minería de Datos

Wilson Castillo-Rojas; Fernando Medina-Quispe; Vega-Damke Juan

Article SCOPUS, WOS
RISTI - REVISTA IBERICA DE SISTEMAS E TECNOLOGIAS DE INFORMACAO  (2017)

Visualización exploratoria e interactiva de modelos de reglas de asociación

Wilson Castillo-Rojas; Alexis Peralta Silva; Camilo Vargas Medalla

Article SCOPUS, SCIELO
INGENIARE. REVISTA CHILENA DE INGENIERIA  (2015)

Interactive visualization of association rules model using SOM

Castillo-Rojas W.; Vargas C.; Villegas C.M.

Article SCOPUS
ACM International Conference Proceeding Series  (2014)

Modelo aumentado de árbol de decisión utilizando mapas autoorganizados

Wilson Castillo-Rojas; Fernando Medina Quispe; Claudio Meneses Villegas

Article ISI SCIELO SCOPUS
INGENIARE. REVISTA CHILENA DE INGENIERIA  (2014)

ConferencePaper (14)

Perception of Chilean University Professors on the Impact of the Didactic Operation in the COVID-19 Context

Carmen Gloria Burgos Videla ; Wilson Castillo-Rojas; Palma-Flores, Carla

ConferencePaper SCOPUS
 (2020)

Systematic mapping study on techniques used in stages of a data mining process focused to weather data analysis

Wilson Castillo-Rojas; Hernández Hernández César; IEEE

ConferencePaper SCOPUS
 (2020)

Development of an artificial neural network (ANN) analysis software with integration of interactive mechanisms

Wilson Castillo-Rojas; Valdivia Araya Cristian; Fernando Medina-Quispe

ConferencePaper SCOPUS
 (2019)

Correlation Analysis and Residual Error between Re-Analysis Data of the CFSR Model and Meteorological Stations

García Barrera Francisco Andrés; Wilson Castillo-Rojas; Mata, MAM; Miranda, JM; Pereznegron, AP; Alorhernandez, G; Carrillo, AYQ

ConferencePaper WOS
 (2018)

Data mining to correlating re-analysis data and meteorological stations: Case study: Northern Chile and areas bordering [Minería de Datos para Correlacionar Datos de Re-Análisis y de Estaciones Meteorológicas: Caso de estudio: Norte de Chile y Zonas Limítrofes]

Garcia-Barrera F.; Castillo-Rojas, W

ConferencePaper SCOPUS
Iberian Conference on Information Systems and Technologies, CISTI  (2018)

Determining Climate Zones on Chile's Northern Border Using and Evaluating Clustering Techniques

García Barrera Francisco Andrés; Wilson Castillo-Rojas

ConferencePaper WOS, SCOPUS
 (2018)

A new scheme to visualize clusters model in data mining

Castillo-Rojas W.; Quispe F.M.; Damke J.V.

ConferencePaper SCOPUS
Advances in Intelligent Systems and Computing  (2017)

Methodological guide for a data warehousing process

Wilson Castillo-Rojas; Fernando Medina-Quispe; Weghorn H.,Isaias P.,Rodrigues L.

ConferencePaper SCOPUS
 (2017)

Proposal of Methodology for a Data WareHousing Process Use Case: Generation of Indicators of Academic Productivity of a University

Castillo-Rojas, W; Medina, F; Farina, F

ConferencePaper ISI
 (2017)

Visualization proposal for cluster models with multidimensional data

Wilson Castillo-Rojas; Juan Vega-Damke; Callaos N.C.,Savoie M.,Tremante A.,Sanchez B.

ConferencePaper SCOPUS
 (2017)

Augmented visualization for data-mining models

Rojas, WC; Quispe, FM; Villegas, CM

ConferencePaper ISI SCOPUS
Procedia Computer Science  (2015)

Augmented visualization of association rules for data mining

Castillo-Rojas, W; Peralta, A; Meneses, C.

ConferencePaper SCOPUS
CEUR Workshop Proceedings  (2014)

Augmenting decision tree models using self-organizing maps

Castillo-Rojas, W; Medina-Quispe F.; Meneses-Villegas C.

ConferencePaper SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2013)

Graphical Representation and Exploratory Visualization for Decision Trees in the KDD Process

Rojas, WAC; Villegas, CJM

ConferencePaper ISI
PROCEEDINGS OF THE 29TH IPMA WORLD CONGRESS WC2015  (2013)

Editorial (1)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

Collazos, C.; Liborio A.; Rusu, C

Editorial SCOPUS
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)  (2013)

Review (1)

Bibliographic Review on Data Mining Techniques Used with Weather Data

Castillo-Rojas, Wilson; Hernandez, Cesar

Review ISI
PROGRAMMING AND COMPUTER SOFTWARE  (2021)

29
Wilson Castillo

Profesor Titular

Ingeniería en Informática y Ciencias de la Computación

Universidad de Atacama

Copiapó, Chile

3
Claudio Meneses

Académico

Ingeniería de Sistemas y Computación

UNIVERSIDAD CATOLICA DEL NORTE

ANTOFAGASTA, Chile