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Simon Abraham
ORCID
Publication Activity (10 Years)
Years Active: 2017-2018
Publications (10 Years): 3
Top Topics
Regression Methods
Support Vector Regression
Sparse Data
Ls Svm
Top Venues
J. Comput. Phys.
Appl. Soft Comput.
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Publications
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Simon Abraham
,
Panagiotis Tsirikoglou
,
João Miranda
,
Chris Lacor
,
Francesco Contino
,
Ghader Ghorbaniasl
Spectral representation of stochastic field data using sparse polynomial chaos expansions.
J. Comput. Phys.
367 (2018)
Simon Abraham
,
Mehrdad Raisee
,
Ghader Ghorbaniasl
,
Francesco Contino
,
Chris Lacor
A robust and efficient stepwise regression method for building sparse polynomial chaos expansions.
J. Comput. Phys.
332 (2017)
Panagiotis Tsirikoglou
,
Simon Abraham
,
Francesco Contino
,
Chris Lacor
,
Ghader Ghorbaniasl
A hyperparameters selection technique for support vector regression models.
Appl. Soft Comput.
61 (2017)