Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Beatriz Galindo-Prieto"'
Publikováno v:
BMC Bioinformatics, Vol 22, Iss 1, Pp 1-27 (2021)
Abstract Background For multivariate data analysis involving only two input matrices (e.g., X and Y), the previously published methods for variable influence on projection (e.g., VIPOPLS or VIPO2PLS) are widely used for variable selection purposes, i
Externí odkaz:
https://doaj.org/article/38c8673bded54ffca8326a802d390449
Autor:
Beatriz Galindo-Prieto, Frank Westad
Publikováno v:
Journal of Spectral Imaging, Vol 7, Iss 1, p a4 (2018)
Independent component analysis combined with various strategies for cross-validation, uncertainty estimates by jack-knifing and critical Hotelling’s T2 limits estimation, proposed in this paper, is used for classification purposes in hyperspectral
Externí odkaz:
https://doaj.org/article/797efb1dccf14a9ebddc2d9e5c8bfc6c
Publikováno v:
BMC Bioinformatics
BMC Bioinformatics, Vol 22, Iss 1, Pp 1-27 (2021)
BMC Bioinformatics, Vol 22, Iss 1, Pp 1-27 (2021)
For multivariate data analysis involving only two input matrices, the previously published methods for variable influence on projection (e.g., VIPOPLS or VIPO2PLS) are widely used for variable selection purposes, including (i) variable importance ass
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3db6b3325eb9d4edf9a1b7539279ca2d
https://doi.org/10.1186/s12859-021-04015-9
https://doi.org/10.1186/s12859-021-04015-9
Autor:
Gabi Kastenmüller, Rebecca Baillie, Minghui Wang, Bin Zhang, Xianlin Han, Jan Krumsiek, Matthias Arnold, Kwangsik Nho, Andrew J. Saykin, Rima Kaddurah-Daouk, Beatriz Galindo-Prieto, Emrin Horgusluoglu-Moloch
Publikováno v:
Alzheimer's & Dementia. 16
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ddffdd833998007244a0babc743a0eac
https://doi.org/10.1002/alz.045610
https://doi.org/10.1002/alz.045610
Publikováno v:
Chemometrics and Intelligent Laboratory Systems. 160:110-124
A novel variable influence on projection approach for O2PLS® models, named VIPO2PLS, is presented in this paper. VIPO2PLS is a model-based method for judging the importance of variables. Its corner ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::db568d1bceaeb94179b91f2930340e5f
https://doi.org/10.1016/j.chemolab.2016.11.005
https://doi.org/10.1016/j.chemolab.2016.11.005
Publikováno v:
Cognitive neuropsychology. 36(7-8)
We investigated what strategies underlie figurative language processing in two groups of participants distinguished by the presence of a developmental deficit, highly-verbal participants with autism, and control participants without autism in two age
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::74f66ad262aa36e083b4ed9d2c5594dd
https://pubmed.ncbi.nlm.nih.gov/31434524
https://pubmed.ncbi.nlm.nih.gov/31434524
Autor:
Frank Westad, Beatriz Galindo-Prieto
Publikováno v:
Journal of Spectral Imaging, Vol 7, Iss 1, p a4 (2018)
Journal of Spectral Imaging
a4
Journal of Spectral Imaging
a4
Independent component analysis combined with various strategies for cross-validation, uncertainty estimates by jack-knifing and critical Hotelling’s T2 limits estimation, proposed in this paper, is used for classification purposes in hyperspectral
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d4c904a7d0e7bc7ec8d430491c7fe5b0
http://hdl.handle.net/11250/2508055
http://hdl.handle.net/11250/2508055
Publikováno v:
Chemometrics and Intelligent Laboratory Systems. 146:297-304
Recently a new parameter to infer variable importance in orthogonal projections to latent structures (OPLS) was presented. Called OPLS-VIP (variable influence on projection), this paramete ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5bc6bdec1bdb0afebc9a47581eb93279
https://doi.org/10.1016/j.chemolab.2015.05.001
https://doi.org/10.1016/j.chemolab.2015.05.001
Publikováno v:
Journal of Chemometrics. 28:623-632
A new approach for variable influence on projection (VIP) is described, which takes full advantage of the orthogonal projections to latent structures (OPLS) model formalism for enhanced model inter ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::502f4be1c0aa7c7200a6c6ff738a12fd
https://doi.org/10.1002/cem.2627
https://doi.org/10.1002/cem.2627
Publikováno v:
Journal of Chemometrics. 28:S687-S696
Two new orthogonal projections to latent structures (OPLS) based methods were proposed to analyze hyperspectral images, enabling the visualization ofmultiple chemical compounds in onematrix without ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::29691ea0807c4aea6c15a40c2625086b
https://doi.org/10.1002/cem.2628
https://doi.org/10.1002/cem.2628