
JUAN RICARDO NANCULEF ALEGRIA
Full Time Professor
Universidad Técnica Federico Santa María
Santiago, Chile
Lecturer in Computer Science at UTFSM, Campus San Joaquín, from 03-2014. Before: Postdoc at University of Bristol, UK. Specialized in Machine Learning, Optimization and Statistics. Doing research in support vector machines, non-linear convex optimization, randomized algorithms, dimensionality reduction and applications to text analysis.
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Doctor en Ingeniería Informática, Universidad Técnica Federico Santa María. Chile, 2011
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Magíster en Ciencias de la Ingeniería Informática, Universidad Técnica Federico Santa María. Chile, 2006
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Ingeniero Civil Informático, Universidad Técnica Federico Santa María. Chile, 2006
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Profesor Instructor Full Time
Universidad Técnica Federico Santa María
Santiago, Chile
2014 - A la fecha
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Researcher Full Time
Universidad Técnica Federico Santa María
Valparaíso, Chile
2011 - 2014
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Research Assistant Full Time
Universidad Técnica Federico Santa María
Valparaíso, Chile
2005 - 2008
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Part-Time Professor Part Time
Universidad Técnica Federico Santa María
Valparaíso, Chile
2006 - 2008
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Part-Time Professor Part Time
Universidad Técnica Federico Santa María
Valparaíso, Chile
2011 - 2011
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Part-Time Professor Part Time
Universidad Tecnológica de Chile - INACAP
Valparaíso, Chile
2006 - 2008
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Part-Time Professor Part Time
Universidad Adolfo Ibáñez
Valparaíso, Chile
2008 - 2008
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Research Assistant Part Time
Universidad de Bologna
Bologna, Italia
2009 - 2010
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Research Assistant Part Time
Universidad Técnica Federico Santa María
Valparaíso, Chile
2010 - 2011
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Co-researcher Project Fondecyt 1070220 Other
Universidad Técnica Federico Santa María
Valparaíso, Chile
2007 - 2007
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Post-doctoral Researcher
University of Bristol
Bristol, Reino Unido
2012 - 2013
As a full-time professor at the Department of Informatics of the Federico Santa Maria University I teach to students in a regular basis. Typically, I give the course of Computational Statistics in the Campus Santiago San Joaquín of the university, to undergraduate students, each semester. In addition I give more specialized courses like: Machine Learning and Intelligent Data Analysis, to undergraduate and postgraduate students, at least once per year. I usually supervise students for the completition of their graduation projects (something like a thesis, but for undergraduates). Till now I have only (co-)supervised one post-graduate Master thesis. In the next years I should supervise other Master thesis as well as PhD thesis.
In the last year, I had two students working as research assistants. Their graduation projects will be related to topics of this proposal.
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Best Paper Award
15th Iberoamercian Congress on Pattern Recognition
Brasil, 2010
Best paper award in the 15th Iberoamercian Congress on Pattern Recognition, Sao Paulo, 2010
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Valedictorian of the Class 2006 - Informatics Engineering
UNIVERSIDAD TECNICA FEDERICO SANTA MARIA
Chile, 2006
Highest ranking among the graduating class of year 2006 in Informatics Engineering.
Support Vector Classification via Computational Geometry Methods |
Ensembles Methods for Machine Learning |
MULTI LABEL CLASSIFICATION OF LARGE SCALE DATA STREAMS USING HASH KERNEL MACHINES |
ENSEMBLE OF MACHINE LEARNING-BASED LOCAL ESTIMATORS FOR HIGH FREQUENCY TIME SERIES FORECASTING |
Métodos de Aprendizaje Automático Aplicados a la Extracción de Patrones sobre Grandes Streams de Datos. (Machine Learning Methods Applied to Large Data Streams) |
Fortalecimiento de un Nuevo Programa de Doctorado en Ingeniería Informática |
Erasmus Exchange for Research in Incremental Learning of Non-Binary SVMs |
ENSEMBLE LEARNING STRATEGIES FOR HIGH-DIMENSIONAL AND NON-STATIONARY DATA |
ROBUST LEARNING ALGORITHMS FOR MODULAR NEURAL NETWORKS IN NON-STATIONARY TIME |
Estimación Robusta y Desarrollo de Filtros en Procesamiento de Imágenes de Percepción Remota |

Héctor Allende
Professor
Computer Science
UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA
Valparaíso, Chile

Marcelo Mendoza
Académico
Ciencias de la Computación
Pontificia Universidad Católica de Chile
Santiago, Chile

Carlos Valle
Académico Jornada Completa
Computación e Informática
Universidad de Playa Ancha
Valparaíso, Chile

franklin johnson
Director
Computación e Informática
Universidad de Playa Ancha de Ciencias de la Educación
valparaíso, Chile