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Werner Creixell

professor

Universidad Técnica Federico Santa María

Chile, Chile

Pattern recognition, Complex Networks, Multilinear Learning, Machine Learning, Industrial Communications Protocols

Information Science and Technology, UNIVERSITY OF TOKYO. Japón, 2006
Sistemas computacionales y de telecomunicación, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2001
Ingeniero Electrónico mención Telecomunicaciones, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2000
Ingeniería Electrónica, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 1997

profesor Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Ingeniería

Valparaíso, Chile

2009 - A la fecha

Founder, CEO Full Time

SENDA LTD.

Tokyo, Japón

2007 - 2009
Engineer Full Time

NEC Corporation

Tokyo, Japón

1998 - 1999

Number of Doctorate Thesis Guided: 3
Number of Master Thesis Guided: 5
Number of Master Thesis Co-Guided: 9
Number of Undergraduate Thesis Guided:

Master program subjects related to the Development plan:
- Machine Learning and Pattern Recognition: Main techniques that can be used to isolate interesting patterns from data, the topics of this class can be applied to a wide variety of problems from signal processing, like audio signals, to chromatography data.

Undergraduate
- Data Structures and Algorithms: Programming, algorithms and analysis techniques that are widely applied in any situation where a computer program has to be developed.

none in the past three years

Monbukagakusho Escolarship

MINISTRY OF EDUCATION, CULTURE, SPORTS, SCIENCE AND TECHNOLOGY

Japón, 2001

Scholarship granted to five Chilean Nationals per year. The scholarship finance the studies of a graduate program in a Japanese university.
Master Program grant

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile, 1997

Grant for financing master program university tuition.
INTERCAMPUS

AGENCIA ESPANOLA DE COOPERACION INTERNACIONAL

España, 1996

Scholarship for financing a short stay (typically 2 months) in a Spanish university. In this particular case it was used for a two months stay at the Universidad Politécnica de Madrid in the Escuela Superior de Ingenieros Aeronauticos.


Advancing Trans-Domain Classification With Knowledge Distillation: Bridging Lidar And Image Data Ortiz, Jesus; Creixell, Werner Article IEEE ACCESS (2025)
Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition Fonseca, Ricardo; Guarnizo, Oscar; Suntaxi, Diego; Cadiz, Alfonso; Creixell, Werner Article ISI IEEE ACCESS (2021)
HGAN: Hyperbolic Generative Adversarial Network Lazcano, Diego; Franco, Nicolas Fredes; Creixell, Werner Article ISI IEEE ACCESS (2021)
Artificial Generation of Partial Discharge Sources through an Algorithm Based on Deep Convolutional Generative Adversarial Networks Ardila-Rey, J. A.; Ortiz J.E.; Creixell W.; Muhammad-Sukki F.; Bani N.A. Article ISI SCOPUS (2020)
Dynamical impacts of the coupling in a model of interactive infectious diseases Olivares, Patricio; Creixell, Werner; Fujiwara, Naoya Article ISI CHAOS (2020)
Fabrication of Silver Nanoparticles Using a Gas Phase Nanocluster Device and Preliminary Biological Uses Mery, M.; Orellana, N.; Acevedo, C. A.; Oyarzun, S.; Araneda, F.; Herrera, G.; Aliaga, D.; Creixell, W.; Corrales, T. P.; Romero, C. P. Article ISI SCOPUS MATERIALS (2018)
Tracking and following a moving object with a quadcopter Fonseca R.; Creixell W. Article SCOPUS 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017 (2017)
A chemometrics approach to analyze volatile molecules released by post-mortem bovine fast-twitch muscles Acevedo, Cristian; Tomic, Gerda; Santander, Rocío; Creixell, Werner; Osorio, Felipe; Sánchez, Elizabeth. Article CyTA - Journal of Food (2016)
A chemometrics approach to analyze volatile molecules released by post-mortem bovine fast-twitch muscles Acevedo, C. A.; Tomic, G; Santander, R; Creixell, W.; Osorio, F; Sanchez E. Article ISI SCOPUS CYTA-JOURNAL OF FOOD (2016)
A COMPUTER-AIDED APPLICATION FOR MODELING AND MONITORING OPERATIONAL AND MAINTENANCE INFORMATION IN MINING TRUCKS Nikulin, Christopher; Ulloa, Andres; Carmona, Carlos; Creixell, Werner Article ISI SCOPUS ARCHIVES OF MINING SCIENCES (2016)
CHARACTERIZING ETHNIC INTERACTIONS FROM HUMAN COMMUNICATION PATTERNS IN IVORY COAST Morales, AJ; Creixell, W.; Borondo, J; Losada, JC; Benito, RM Article ISI SCOPUS Networks and Heterogeneous Media (2015)
Characterizing Ethnic Interactions from Human Communication Patterns in Ivory Coast Morales, Alfredo; Creixell, Werner; Borondo, Javier; Losada, Juan Carlos; Benito, Rosa María. Article Networks and Heterogeneous Media (2015)
Recognizing Age at Slaughter of Cattle from Beef Samples Using GC/MS–SPME Chromatographic Method. Rocío Santander; Werner Creixell; Elizabeth Sánchez; Gerda Tomic; José R. Silva; Cristian A. Acevedo Article Food Bioprocess Technology (2013)
Recognizing Age at Slaughter of Cattle from Beef Samples Using GC/MS-SPME Chromatographic Method Santander, R; Creixell, W.; Sanchez E.; Tomic, G; Silva, JR; Acevedo, CA Article ISI SCOPUS Food and Bioprocess Technology (2013)
Modeling Volatile Organic Compounds Released by Bovine Fresh Meat Using an Integration of Solid Phase Microextraction and Databases Cristian Acevedo; Werner Creixell; Cristina Pavez-Barra; Elizabeth Sánchez; Fernando Albornoz; Manuel E. Young Article Food and Bioprocess Technology (2012)
Modeling Volatile Organic Compounds Released by Bovine Fresh Meat Using an Integration of Solid Phase Microextraction and Databases Acevedo, C. A.; Creixell, W.; Pavez-Barra C.; Sanchez E.; Albornoz F; Young M.E. Article ISI SCOPUS Food and Bioprocess Technology (2012)
Recognizing Age at Slaughter of Cattle from Beef Samples Using GC/MS–SPME Chromatographic Method SANTANDER, ROCÍO; Creixell, Werner; Sánchez, Elizabeth; Tomic, Gerda; Silva, José; Acevedo, Cristian Article FOOD AND BIOPROCESS TECHNOLOGY (2012)
SERENDIPITY IN SOCIAL NETWORK Creixell, W.; Losada, J. C.; Arredondo T.; Olivares, P; Benito, R. M. Article ISI SCOPUS Networks and Heterogeneous Media (2012)
Serendipity in Social Networks Werner Creixell; Juan Carlos Losada; Tomás Arredondo; Patricio Olivares; Rosa María Benito Article Networks and Heterogeneous Media (2012)
Using RGB Image Processing for Designing an Alginate Edible Film Acevedo, C. A.; López, D.A.; Tapia, M. J.; Enrione, J; Skurtys, O; Pedreschi, F.; Brown, D. I.; Creixell, W.; Osorio, F Article ISI SCOPUS Food and Bioprocess Technology (2012)
Using RGB Image Processing for Designing an Alginate Edible Film Cristian A. Acevedo; Darío A. López; María J. Tapia; Javier Enrione; Olivier Skurtys; Franco Pedreschi; Donald I. Brown; Werner Creixell; Fernando Osorio Article Food and Bioprocess Technology (2012)
Routing Protocol for Ad Hoc Mobile Networks using Mobility Prediction Werner Creixell; Kaoru Sezaki Article International Journal of Ad Hoc and Ubiquitous Computing (2007)
Routing Protocol for Ad Hoc Mobile Networks using Mobility Prediction Creixell, Werner; Sezaki, Kaoru Article 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2005)
A Computer-Aided Application for Modeling and Monitoring Operational and Maintenance Information y Mining Trucks Nikulin, Cristopher; Ulloa, Andres; Carmona, Carlos; Creixell, Werner. Article Archives of Mining Sciences (0)


Object detection on aerial image using cascaded binary classifier Fonseca R.; Creixell W.; Maiguashcaz J.; Ruedaay V. ConferencePaper SCOPUS Proceedings - Applied Imagery Pattern Recognition Workshop (2017)
Communal Parameters: A Study into Using Community-wide Learned Prediction Models in Individual Users Matekenya, D; Ito, M; Creixell, W; Shibasaki, R; Sezaki, K ConferencePaper ISI SCOPUS SECOND INTERNATIONAL CONFERENCE ON IOT IN URBAN SPACE (URB-IOT 2016) (2016)
General purpose object counting algorithm using cascaded classifier and learning Fonseca, Ricardo; Creixell, Werner ConferencePaper (2016)
Web Framework for Developing Real Time Applications for Education Creixell, W; Ganter, C ConferencePaper ISI SCOPUS INTELLIGENT COMPUTING SYSTEMS (ISICS 2022) (2016)
EM-based ML channel estimation in OFDM systems with phase distortion using RB-EKF Carvajal R.; Godoy, B.I.; Aguero, J.C.; Yuz J.I.; Creixell, W. ConferencePaper ISI SCOPUS International Symposium on Wireless Personal Multimedia Communications, WPMC (2015)
Analysis of human behaviors from telephone interactions; serendipity measures Creixell, Werner; Arredondo, Tomás; Contreras, Sebastián ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2013)
Recursive parameter and state estimation for a mining industry process López R.A.; Yuz J.I.; Creixell W.U.; Ramirez J.A. ConferencePaper SCOPUS 2012 20th Mediterranean Conference on Control and Automation, MED 2012 - Conference Proceedings (2012)
Automatic cross-language plagiarism detection Anguita A.; Beghelli, A.; Creixell, W. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2011)
Buffering-prediction lightpath allocation in PCE-based WDM optical networks Calderon, F; Creixell, W.; Beghelli, A. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2011)
Meta-learning based optimization of metabolic pathway data-mining inference system Arredondo T.V.; Ormazabal W.O.; Creixell, W.; Candel D.C. ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2011)
Meta-Learning based optimization of social feature extraction inference system Ormazabal W.; Arredondo T.; Creixell, W.; Contreras S.; Olivares, P ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2011)
Social features discovery from cellphone contextual data by semantic location classification Creixell, W.; Arredondo T.; Contreras S.; Olivares, P; Ormazabal W. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2011)
Group Mobility Modeling in Mobile Ad Hoc Networks using Pedestrian Tracked Data Creixell, Werner; Sezaki, Kaoru; Takeuchi, Shojiro ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2005)
Mobility Prediction Algorithm for Ad Hoc Networks using Pedestrian Trajectory Data Creixell, Werner; Sezaki, Kaoru ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2004)
Mobility Model for Ad Hoc Networks Based on Experimental Data Creixell, Werner; Sezaki, Kaoru ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2003)
Herramienta de simulación de algoritmos de enrutamiento multipunto en redes de computadores Vallejos, Reinaldo; Creixell, Werner ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2002)
A Multicast Routing Algorithm based on Link Contribution Vallejos, Reinaldo; Creixell, Werner; Zapata, Alejandra ConferencePaper 15th International Conference on Electronics, Communications and Computers, Proceedings (2001)


Understanding Ethnical Interactions on Ivory Coast Morales, Alfredo; Creixell, Werner; Borondo, Javier; Losada, Juan Carlos; Benito, Rosa María; Blondel, Vincent ConferencePoster 15th International Conference on Electronics, Communications and Computers, Proceedings (2013)


Procesamiento de Imágenes Satelitales PCI (REDE130100) Proyecto 2014-2014 Director(a)
Understanding and Predicting human demanded COntent and mObility PCI (14STIC-08) Proyecto 2014-2015 Director(a)
Center for Spatial Information Science (CSIS) The University of Tokyo The University of Tokyo (CSIS) Proyecto 2013-2018 Investigador(a)
Beca de Movilidad para Investigadores Jóvenes Santander Universidades Proyecto 2012-2012 Investigador(a)
SAR Satellite Image Processing. ONRG (ICODE-USM) Proyecto 2012-2014 Inv. Principal
Centro Científico y Tecnológico de Valparaíso (CCTVal) PIA (FB0821) Proyecto 2010-2020 Investigador(a)

Werner Creixell

professor

Electrónica

Universidad Técnica Federico Santa María

Chile, Chile

Cristian Acevedo

Academico

Fisica

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

Valparaiso, Chile

Elizabeth Sanchez

INVESTIGADOR

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

ValparaísO, Chile

Rocio Santander

Encargada de Laboratorio, Equipos de UHPLC-MS y GC-MS/MS

Departamento de Ciencias del Ambiente, Facultad de Química y Biología

Universidad de Santiago de Chile

Santiago, Chile

Patricio Olivares

Instructor Académico

Electrónica

Universidad Técnica Federico Santa María

San Joaquí, Chile

Alejandra Beghelli

LECTURER

UNIVERSIDAD ADOLFO IBAÑEZ

VIÑA DEL MAR, Chile

Felipe Osorio

Profesor Auxiliar

Departamento de Matemática

Universidad Técnica Federico Santa María

Valparaiso, Chile

Tomas Corrales

Profesor Auxiliar

Fisica

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

Simon Oyarzun

Profesor Asociado

Física

UNIVERSIDAD DE SANTIAGO DE CHILE

Santiago, Chile

Juan Agüero

Profesor Asociado

Ingenieria Electroncia

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

Christopher Nikulin

Academico

Departamento de Ingenieria

Universidad Alberto Hurtado

Santia, Chile

Mario Mery

Postdoctorado

Física

Santa María

Valparaíso, Chile

Rodrigo Carvajal

Profesor Asociado

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Christian Romero

Principal Resercher

physics

Universidad Tecnica Santa Maria

valparaiso, Chile

Jorge Ardila

Profesor Auxiliar

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

santiago de chile, ñuñoa, Chile

Franco Pedreschi

Director

Departamento de Ingeniería Química y Bioprocesos

Pontificia Universidad Católica de Chile

Macul, Chile

Juan Yuz

Associate Professor

Department of Electronic Engineering

Universidad Tecnica Federico Santa Maria

Valparaíso, Chile

FERNANDO OSORIO

ACADEMICO J/C

CIENCIA Y TECNOLOGIA DE ALIMENTOS

UNIVERSIDAD DE SANTIAGO DE CHILE

SANTIAGO, Chile

DONALD BROWN

PROFESOR TITULAR

FACULTAD DE CIENCIAS

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

olivier skurtys

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA DEPARTAMENTO DE INGENIERÍA MECÁNICA

Santiago, Chile

Javier Enrione

Profesor Titular

Facultad de Medicina

Universidad de Los Andes

Santiago, Chile

David Aliaga

PhD Student

Chemical and Biological Engineering

The University of Sheffield

Sheffield, Reino Unido

Andres Ulloa

Solutions Architect

Xompass SpA

Viña del Mar, Chile

Werner Creixell

Líneas de Investigación

Educación

Information Science and Technology, UNIVERSITY OF TOKYO. Japón, 2006

Sistemas computacionales y de telecomunicación, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2001

Ingeniero Electrónico mención Telecomunicaciones, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2000

Ingeniería Electrónica, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 1997

Experiencia Académica

profesor Full Time

Experiencia Profesional

Founder, CEO Full Time

Engineer Full Time

Formación de Capital Humano

Difusión y Transferencia

Premios y Distinciones

Monbukagakusho Escolarship

Master Program grant

INTERCAMPUS

Article (24)

ConferencePaper (17)

ConferencePoster (1)

Proyecto (6)

Procesamiento de Imágenes Satelitales

Understanding and Predicting human demanded COntent and mObility

Center for Spatial Information Science (CSIS) The University of Tokyo

Beca de Movilidad para Investigadores Jóvenes

SAR Satellite Image Processing.

Centro Científico y Tecnológico de Valparaíso (CCTVal)