Jorge Luis Guevara Diaz  Jorge Luis Guevara Diaz photo       

contact information

Research staff member
Brazil Research Lab, Brazil
  +55dash11dash9339dash3685

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2017

Fuzzy set similarity using kernels on fuzzy sets
Guevara, Jorge and Hirata, Roberto and Canu, St{\'e}phane
2017 - hal.archives-ouvertes.fr
Abstract

A data-driven workflow for predicting horizontal well production using vertical well logs
Guevara, Jorge and Kormaksson, Matthias and Zadrozny, Bianca and Lu, Ligang and Tolle, John and Croft, Tyler and Wu, Mingqi and Limbeck, Jan and Hohl, Detlef
arXiv preprint arXiv:1705.06556, 2017
Abstract


2016

Supervised machine learning with kernel embeddings of fuzzy sets and probability measures
Jorge Guevara
IME-USP, 2016

Fuzzy Set Similarity using a Distance-Based Kernel on Fuzzy Sets
J. Guevara, R. Hirata, S. Canu
Handbook of Fuzzy Sets Comparison - Theory, Algorithms and Applications, Science Gate Publishing, 2016


2015

Modelos de aprendizado supervisionado usando métodos kernel, conjuntos fuzzy e medidas de probabilidade
Jorge Guevara
Ph.D. Thesis, 2015

Support Measure Data Description for group anomaly detection
Guevara, Jorge and Canu, St{'e}phane and Hirata, R
ODDx3 Workshop on Outlier Definition, Detection, and Description at the 21st ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD2015)
Abstract


2014

Stephane Hirata
Guevara, Jorge and Canu, Roberto
Support measure data description. submitted to pattern analysis and machine intelligence, Institute of Mathematics and Statistics. Citado na p{'a}g 4(5), 2014

Support Measure Data Description
Jorge Guevara, Roberto and Canu Stephane Hirata
Technical Report, Institute of Mathematics and Statistics, 2014

Positive definite kernel functions on fuzzy sets
J. Guevara, R. Hirata, S. Canu
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on, pp. 439-446


2013

Support Vector Data Description for Uncertainty Datasets
Jorge Guevara, Roberto Hirata, Stephane Canu
2013
Poster presented at The Machine Learning Summer School 26 August to 6 September 2013 at the Max Planck Institute for Intelligent Systems, Tübingen, Germany

Kernel functions in Takagi-Sugeno-Kang fuzzy system with nonsingleton fuzzy input
Jorge Guevara, Roberto Hirata, Stephane Canu
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on, pp. 1-8

Support Vector Data Description for Uncertainty Data Sets
Guevara, Jorge and Canu, Stephane and Hirata Jr, Roberto
2013 - vision.ime.usp.br
Abstract


2010

Recuperación de información en textos hablados
Guevara J.
Masters Thesis, 2010


2007

Extracción de caracteristicas en el procesamiento digital de una señal para el reconocimiento automático del habla usando wavelets.
J. Guevara
Proceedings de la VI Jornadas Peruanas de Computación, 2007

Extracción de características en el procesamiento digital de una señal para el mejoramiento del reconocimiento automático del habla usando wavelets
Guevara J.
Masters Thesis, 2007


2005

Un Modelo para el Reconocimiento Automàtico del Habla utilizando Wavelts B-Spline.
J. Guevara
Proceedings del 1st Euro-Latin American Workshop on Engineering Systems, 2005