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juan francisco zamora osorio

Profesor Asociado

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

High dimensional and masive data mining; Text processing; Knowledge discovery from large databases

Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2010
Ingeniero Informático, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2009
Ingeniería Informática, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2016

Profesor Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2009 - At present
Profesor Part Time

UNIVERSIDAD DE VALPARAISO

Valparaíso, Chile

2016 - 2016
Profesor Jornada Completa Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Faculad de Ciencias

Valparaíso, Chile

2018 - At present

Profesor a honorarios - Asignatura de Programación

Universidad tecnica federico santa maria

Chile

2009 - 2011
ingeniero plataforma bigdata Full Time

Universidad de Valparaíso

Valparaíso, Chile

2015 - 2017
Profesor a honorarios - Asignatura de Programación Part Time

Universidad Técnica Federico Santa María

Chile

2013 - 2017
Postdoc Full Time

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

2017 - At present


Block-wise imputation EM algorithm in multi-source scenario: ADNI case. Campos, S; Zamora J.; Allende, H. Article PATTERN ANALYSIS AND APPLICATIONS (2024)
Senti-Sequence: Learning to Represent Texts for Sentiment Polarity Classification Magna, Andres Ramos; Osorio, Juan Zamora; Allende-Cid, Héctor Article ISI APPLIED SCIENCES-BASEL (2024)
An Ensemble and Multi-View Clustering Method Based on Kolmogorov Complexity Osorio, Juan Zamora; Sublime, Jérémie Article ISI SCOPUS Entropy (2023)
Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging VELOZ-BAEZA, ALEJANDRO ANDRES; El-Deredy, Wael; Weinstein, Alejandro; Osorio, Juan Zamora; Moraga, Claudio; Marinazzo, Daniele Article SCOPUS Procedia Computer Science (2023)
Automatic Analysis of school textbooks' syntactic complexity Ibanez Orellana, Romualdo; Orellana, Romualdo Ibáñez; Zamora Osorio, Juan; Osorio, Juan Zamora; Cisnero Correa, Mariela; Correa, Mariela Cisnero; Aguirre Rozas, Solange; Rozas, Solange Aguirre Article ISI SCOPUS CIRCULO DE LINGUISTICA APLICADA A LA COMUNICACION (2022)
Causal connective expressions in textbooks written in Spanish: A comparative study of four primary school subjects Santana Covarrubias, Andrea; Ibanez Orellana, Romualdo; Moncada Nahuelquin, Fernando; Osorio, Juan Zamora Article ISI SCOPUS Journal of Pragmatics (2021)
A new information theory based clustering fusion method for multi-view representations of text documents Osorio, Juan Zamora; Sublime, Jérémie Article SCOPUS Lecture Notes in Computer Science (2020)
A Machine Learning Approach for the Automatic Classification of Schizophrenic Discourse Allende-Cid, Hector; Zamora, Juan; Alfaro-Faccio, Pedro; Francisca Alonso-Sanchez, Maria Article ISI SCOPUS IEEE ACCESS (2019)
Distributed Clustering of Text Collections Zamora, Juan; Allende-Cid, Hector; Mendoza, Marcelo. Article ISI SCOPUS IEEE ACCESS (2019)
Hashing-based clustering in high dimensional data Zamora J.; Mendoza M.; Allende, H. Article ISI SCOPUS EXPERT SYSTEMS WITH APPLICATIONS (2016)
Query intent detection based on query log mining Zamora, Juan; Mendoza, Marcelo; Allende, Héctor Article JOURNAL OF WEB ENGINEERING (2014)
Query intent detection based on query log mining Juan Zamora; Marcelo Mendoza; Héctor Allende; Article Journal of Web Engineering (2014)
QUERY INTENT DETECTION BASED ON QUERY LOG MINING Zamora, Juan. Mendoza; Marcelo. Allende, Héctor Article Journal of Web Engineering (2014)
A wavelet-based method for time series forecasting Dominguez, Gabriela; Guevara, Miguel; Mendoza, Marcelo; Zamora, Juan Article Proceedings - International Conference of the Chilean Computer Science Society (2013)
Building decision trees to identify the intent of a user query Mendoza, Marcelo; Zamora, Juan Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2009)
Identifying the intent of a user query using support vector machines Mendoza, Marcelo; Zamora, Juan Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2009)


On the Understanding of the Stream Volume Behavior on Twitter Zamora, Juan; Guevara, Miguel; Dominguez, Gabriela; Allende, Héctor; Veloz, Alejandro; salas, Rodrigo; Latorre Carmona, Pedro; Sánchez, J. Salvador; Fred, Ana L.N. BookSection
Recent Advances in High-Dimensional Clustering for Text Data Zamora, Juan; Seising, Rudolf; Allende-Cid, Héctor BookSection


A wavelet-based method for time series forecasting Dominguez, G; Guevara, M; Mendoza M.; Zamora J. ConferencePaper ISI SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2013)
Stream volume prediction in twitter with artificial neural networks Dominguez, G; Zamora J.; Guevara, M; Allende, H.; Salas, R. ConferencePaper SCOPUS ICPRAM 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods (2012)


Identifying the Intent of a User Query Using Support Vector Machines Mendoza, Marcelo; Zamora, Juan ConferenceProceedingWhole (2009)


EstAPP: Una aplicación inteligente para la enseñanza y aprendizaje de la estadística en educación superior Acuña Ruz, Felipe; Zamora, Juan Proyecto (2024)
INCREMENTAL AND EMOTION-AWARE RECOMMENDATIONS OF NEWS STREAMS UNDER NON-STATIONARY USER PREFERENCES Zamora, Juan. Proyecto (2020)
Textos escolares de educación básica: una propuesta con validez psicolingüística para dar cuenta de su lecturabilidad Ibáñez Orellana, Romualdo Jerman; Zamora osorio, Juan francisco; Ferreira campos, Roberto; Moncada, Fernando Proyecto (2020)
Extracting Valuable Information from Complex-Valued Noisy SAR/PolSAR Images with Deep Learning - INSIDEr PCI (REDI170059) Proyecto 2019-2020 Investigador(a)
Clustering Distributed and High Dimensional Document Collections Zamora, Juan.; Allende-Cid, Héctor Proyecto (2018)
Clustering Distributed and High Dimensional Document Collections FONDECYT (3180689) Proyecto 2018-2019 Inv. Responsable
DESARROLLO DE UNA PLATAFORMA INTERDISCIPLINARIA PARA LA INNOVACIÓN EN SALUD=> UN REFERENTE INTERNACIONAL EN EL DESARROLLO DE MEDICINA DE PRECISIÓN. Ministerio de Educación de Chile (UVA1402) Proyecto 2014-2017 Personal técnico y/o de apoyo
Effective data mining models on online social networks FONDECYT (11121435) Proyecto 2012-2014 Tesista
Observatorios escalables de la web en tiempo real FONDEF (D09I1185) Proyecto 2011-2013 Tesista