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Claudio Juvenal Meneses Villegas

Académico

UNIVERSIDAD CATOLICA DEL NORTE

ANTOFAGASTA, Chile

Data Mining; Machine Learning; Data Visualization; Data Science

Computer Science, UNIVERSITY OF MASSACHUSETTS. Estados Unidos, 2002
Computer Science, University of Massachusetts. Estados Unidos, 1997
Ingeniero Civil en Computación e Informática, Universidad Católica del Norte. Chile, 1990
Computer Science, Universidad Católica del Norte. Chile, 1991

Académico Full Time

UNIVERSIDAD CATOLICA DEL NORTE

Ingeniería y Ciencias Geológicas

antofagasta, Chile

1991 - At present
Research Assistant Part Time

University of Massachusetts

Boston, Estados Unidos

1997 - 2000

Académico Full Time

Universidad Católica del Norte

Antofagasta, Chile

1991 - At present
Research Assistant Part Time

University of Massachusetts

Boston, Estados Unidos

1997 - Not Available

2019, Aprendizaje Automático Semisupervisado para el Proceso de Binning de Datos Metagenómicos, Tesis de Magíster, Patricio Tapia, Magister en Ingeniería Informática, UCN, Chile, Director de tesis

2017, Métodos híbridos de machine learning para el análisis de sentimientos multiclases, Tesis de Magíster, Brian Keith, Magister en Ingeniería Informática, UCN, Chile, Director de tesis

2016, Visualización de Modelos de Data Mining en el Proceso de KDD, Tesis de Doctorado, Wilson Castillo, Doctorado en Informática, UPM, España, Director de tesis


Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis Villegas, Claudio Meneses; Curinao, Jorge Littin; Aqueveque, David Coo; Guerrero-Henriquez, Juan; Matamala, Martin Vargas Article ISI BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2024)
Advanced Unified Earthquake Catalog for North East India Pallavi, Pallavi; Das, Ranjit; Joshi, Sandeep; Meneses, Claudio; Biswas, Tinku Article ISI APPLIED SCIENCES-BASEL (2023)
Application of Regression Techniques for Preparing a Homogeneous Earthquake Catalog—An Overview Das, Ranjit; Wason, H. R.; Villegas, Claudio Meneses Article SCOPUS Lecture Notes in Civil Engineering (2023)
Identifying neuropathies through time series analysis of postural tests Meneses Villegas, Claudio; Littin Curinao, Jorge; Coo Aqueveque, David; Guerrero-Henriquez, Juan; Vargas Matamala, Martin Article ISI GAIT & POSTURE (2023)
Multi-station automatic classification of seismic signatures from the Lascar volcano database Salazar, Pablo; Yupanqui, Franz; Meneses, Claudio; Layana, Susana; Yanez, Gonzalo Article ISI NATURAL HAZARDS AND EARTH SYSTEM SCIENCES (2023)
Regression relationships for conversion of body wave and surface wave magnitudes toward Das magnitude scale, <i>M</i><sub>wg</sub> Das, Ranjit; Menesis, Claudio; Urrutia, Diego Article ISI NATURAL HAZARDS (2023)
An Empirical Evaluation of Supervised Learning Methods for Network Malware Identification Based on Feature Selection Manzano, C.; Meneses, C.; Leger, P.; Fukuda, H. Article ISI COMPLEXITY (2022)
Una comparación empírica de algoritmos de aprendizaje automático versus aprendizaje profundo para la detección de noticias falsas en redes sociales Luis Rojas Rubio; Claudio Meneses Villegas Article SCIELO INGENIARE. REVISTA CHILENA DE INGENIERIA (2022)
A unified moment magnitude earthquake catalog for Northeast India Das, Ranjit; Meneses, Claudio Article ISI GEOMATICS NATURAL HAZARDS & RISK (2021)
A probabilistic seismic hazard assessment of southern Peru and Northern Chile Das, Ranjit; Gonzalez, Gabriel; de la Llera, Juan Carlos; Saez, Esteban; Salazar, Pablo; Gonzalez, Juan; Meneses, Claudio Article ISI ENGINEERING GEOLOGY (2020)
An Empirical Comparison of Supervised Algorithms for Ransomware Identification on Network Traffic Manzano, Carlos; Meneses, Claudio; Leger, Paul; IEEE Article ISI 2020 39TH INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC) (2020)
An extension to association rules using a similarity-based approach in semantic vector spaces Keith Norambuena B.; Meneses Villegas C. Article ISI SCOPUS INTELLIGENT DATA ANALYSIS (2019)
Extended association rules in semantic vector spaces for sentiment classification Keith Norambuena B.; Meneses Villegas C. Article SCOPUS Advances in Intelligent Systems and Computing (2018)
Análisis comparativo de modelos de madurez en inteligencia de negocio Roberto Prieto Morales; Claudio Meneses Villegas; Vianca Vega Zepeda Article SCIELO SCOPUS INGENIARE. REVISTA CHILENA DE INGENIERIA (2015)
GMM-BI: A methodological guide to improve organizacional maturity in Business Intelligence Prieto-Morales R.D.; Meneses-Villegas C.J.; Vega-Zepeda V.R. Article ISI SCOPUS Revista Facultad de Ingenieria (2015)
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)
Visualization for enhancing the data mining process Meneses, CJ; Grinstein, GG; Dasarathy, BV Article ISI LASER COMMUNICATION AND PROPAGATION THROUGH THE ATMOSPHERE AND OCEANS X (2001)


Empirical evaluation of the BCOC method on multi-domain sentiment analysis data sets Keith Norambuena B.; Meneses Villegas C. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
A method for automatic generation of explanations from a rule-based expert system and ontology Flores V.; Hadfeg Y.; Bekios J.; Quelopana A.; Meneses C. ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2017)
Generating natural language explanations from knowledge-based systems results, using ontology and discourses patterns Flores V.; Hadfeg Y.; Meneses C. ConferencePaper ISI SCOPUS (2017)
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)
Decision trees and rule induction applied to the characterization of oxidizing activity of a microbial community in an industrial bioleaching heap Soto P.; Demcrgasso C.; SerÃ³n M.; Meneses, C. ConferencePaper SCOPUS WMSCI 2010 - The 14th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings (2010)
Characterization of oxidizing activity of a microbial community in an industrial bioleaching heap Soto P.; Meneses C.; Seron M.; Contador Y.; Galleguillos P.; Demergasso C. ConferencePaper ISI SCOPUS ADVANCED MATERIALS RESEARCH (2009)
Framework for Decisional Business Modeling and Requirements Modeling in Data Mining Projects Gallardo J.; Giacaman, G; Meneses, C.; Marban, O ConferencePaper ISI STRING PROCESSING AND INFORMATION RETRIEVAL, SPIRE 2020 (2009)
Normalization of quantitative real-time PCR data of identified genes from an industrial bioleaching operation Olmos L.; Munoz M.; Seron M.; Meneses C.; Galleguillos F.; Remonsellez F.; Demergasso C. ConferencePaper ISI SCOPUS ADVANCED MATERIALS RESEARCH (2009)


Programa de Apoyo para la Generación de Emprendimientos en IOT & SMART CITY & SMART INDUSTRY Claudio Meneses Villegas; Vega-Zepeda, Vianca Proyecto (2019)
Sistema Experto para Procesos Industriales de Biolixiviación FONDECYT (IT13I20042) Proyecto 2014-2016 Investigador(a)
Mejora de la competitividad regional mediante Realidad Aumentada FIC-R (30126476-0) Proyecto 2012-2014 Investigador(a)
Centro de Informática Aplicada Corfo/Innova Chile Proyecto 2010-2010 Director(a)
Algoritmos para el Desarrollo de la Industrial Biométrica Nacional Corfo/Innova Chile Proyecto 2007-2009 Investigador(a)
Desarrollo de un Sistema de Monitoreo y Control de la Expresión Génica para la Optimización de Procesos Industriales de Biolixiviación de Minerales Sulfurados de Cobre FONDEF (D04I1169) Proyecto 2006-2009 Investigador(a)
Sistema de Entrenamiento ante Situaciones de Emergencia FONDEF (D02I1006) Proyecto 2003-2005 Subdirector(a)


Sentiment analysis and opinion mining applied to scientific paper reviews Norambuena, BK; Lettura, EF; Villegas, CM Review ISI SCOPUS INTELLIGENT DATA ANALYSIS (2019)