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juan francisco zamora osorio

Profesor Auxiliar

Pontificia Universidad Católica de Valparaíso

Viña del Mar, 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

I have guided more than 15 master's theses since 2018 until now. The main topics are the application of predictive machine learning methods in different domains such as wine production, education and public healthcare.


Block-wise imputation EM algorithm in multi-source scenario: ADNI case Campos S.; Zamora J.; Allende H. Article ISI SCOPUS Pattern Analysis and Applications (2024)
Block-wise imputation EM algorithm in multi-source scenario: ADNI case. Article PATTERN ANALYSIS AND APPLICATIONS (2024)
Senti-Sequence: Learning to Represent Texts for Sentiment Polarity Classification Magna, Andres Ramos Article ISI SCOPUS Applied Sciences (Switzerland) (2024)
An Ensemble and Multi-View Clustering Method Based on Kolmogorov Complexity Article ISI SCOPUS Entropy (2023)
Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging Moraga, Claudio Article SCOPUS Procedia Computer Science (2023)
Automatic Analysis of school textbooks' syntactic complexity Orellana, Romualdo Ibáñez; Zamora Osorio, Juan; 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 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2020)
A Machine Learning Approach for the Automatic Classification of Schizophrenic Discourse Francisca Alonso-Sanchez, Maria Article ISI SCOPUS IEEE ACCESS (2019)
Distributed Clustering of Text Collections 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 Article JOURNAL OF WEB ENGINEERING (2014)


On the Understanding of the Stream Volume Behavior on Twitter Zamora, Juan; Dominguez, Gabriela; Latorre Carmona, Pedro; Sanchez, J. Salvador; Fred, Ana L.N. BookSection
Recent Advances in High-Dimensional Clustering for Text Data Zamora, Juan; Seising, Rudolf 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 Proceedings of the 15th International Docomomo Conference - Metamorphosis: The Continuity of Change, IDC 2018 (2012)


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


EstAPP: Una aplicación inteligente para la enseñanza y aprendizaje de la estadística en educación superior Felipe Ruz Proyecto (2024)
INCREMENTAL AND EMOTION-AWARE RECOMMENDATIONS OF NEWS STREAMS UNDER NON-STATIONARY USER PREFERENCES 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; Moncada, Fernando Proyecto (2020)
Clustering Distributed and High Dimensional Document Collections Proyecto (2018)