Jorge Guevara
Jorge Guevara
IBM Research
Verified email at vision.ime.usp.br
Title
Cited by
Cited by
Year
Positive Definite Kernel Functions on Fuzzy Sets
J Guevara, R Hirata, S Canu
Fuzzy Systems (FUZZ), 2014 IEEE International Conference on,Beijing-China, 2014
122014
Kernel functions in Takagi-Sugeno-Kang fuzzy system with nonsingleton fuzzy input
J Guevara, R Hirata, S Canu
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on, Hyderabad-India …, 2013
122013
Support Measure Data Description for group anomaly detection
J Guevara, S Canu, R Hirata
ODDx3 Workshop on Outlier Definition, Detection, and Description at the 21st …, 2015
112015
A data-driven workflow for predicting horizontal well production using vertical well logs
J Guevara, M Kormaksson, B Zadrozny, L Lu, J Tolle, T Croft, M Wu, ...
arXiv preprint arXiv:1705.06556, 2017
102017
Cross product kernels for fuzzy set similarity
J Guevara, R Hirata, S Canu
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
72017
A machine-learning methodology using domain-knowledge constraints for well-data integration and well-production prediction
J Guevara, B Zadrozny, A Buoro, L Lu, J Tolle, JW Limbeck, D Hohl
SPE Reservoir Evaluation & Engineering 22 (04), 1,185-1,200, 2019
62019
A Hybrid Data-Driven and Knowledge-Driven Methodology for Estimating the Effect of Completion Parameters on the Cumulative Production of Horizontal Wells
J Guevara, B Zadrozny, A Buoro, L Lu, J Tolle, J Limbeck, M Wu, D Hohl
SPE Annual Technical Conference and Exhibition, 2018
62018
Support measure data description
J Guevara, R Canu
Support measure data description. submitted to pattern analysis and machine …, 2014
4*2014
Supervised machine learning with kernel embeddings of fuzzy sets and probability measures
JG Diaz
IME USP, 2016
32016
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 6, 103-120, 2016
32016
Supervised machine learning with kernel embeddings of fuzzy sets and probability measures
J Guevara
32016
Modelos de aprendizado supervisionado usando métodos kernel, conjuntos fuzzy e medidas de probabilidade
J Guevara
Instituto de Matemática e Estatística, Universidade de Sao Paulo, Brazil, 2015
32015
Support Measure Data Description
J Guevara, S Canu, R Hirata Jr
22014
Propagation of Well-Log Data Imputation Uncertainties Towards the Interpolated 3D-Petrophysical Map Using Epistemic Kernels and Kriging
JLG Diaz, B Zadrozny
82nd EAGE Annual Conference & Exhibition 2020 (1), 1-5, 2020
12020
System, method and computer program product for dispatching of medical emergencies and wait time control
CH Cardonha, J Guevara, BN Goncalves, MA Vasconcelos
US Patent App. 15/279,632, 2018
12018
Support Vector Data Description for Uncertainty Data Sets
J Guevara, S Canu, R Hirata
MLSS, 2013,Tübingen, Germany, 2013
12013
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
J Guevara, D Borges, C Watson, B Zadrozny
arXiv preprint arXiv:2107.08074, 2021
2021
A modular framework for extreme weather generation
B Zadrozny, CD Watson, D Szwarcman, D Civitarese, D Oliveira, ...
arXiv preprint arXiv:2102.04534, 2021
2021
Connections Between Fuzzy Inference Systems and Kernel Machines
J Guevara, JM Mendel, R Hirata
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
2020
Machine learning platform for processing data maps
JLG Diaz, B Zadrozny, BWSR de Carvalh, AB Buoro, M Komaksson, L Lu, ...
US Patent App. 16/191,112, 2020
2020
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