Kernel-based orthogonal projections to latent structures (K-OPLS)

Kernel-based orthogonal projections to latent structures (K-OPLS)

The orthogonal projections to latent structures (OPLS) method has been successfully applied in various chemical and biological systems for modeling and interpretation of linear relationships between a descriptor matrix and response matrix. A kernel-based reformulation of the original OPLS algorithm...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Rantalainen, M, Bylesjoe, M, Cloarec, O, Nicholson, J, Holmes, E, Trygg, J
التنسيق:	Journal article
اللغة:	English
منشور في:	2007

مواد مشابهة

K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
حسب: Bylesjö, M, وآخرون
منشور في: (2008)

K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
حسب: Holmes Elaine, وآخرون
منشور في: (2008-02-01)

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حسب: Bylesjo, M, وآخرون
منشور في: (2006)

Non-linear modeling of 1H NMR metabonomic data using kernel-based orthogonal projections to latent structures optimized by simulated annealing
حسب: Fonville, J, وآخرون
منشور في: (2011)

Non-linear modeling of 1H NMR metabonomic data using kernel-based orthogonal projections to latent structures optimized by simulated annealing.
حسب: Fonville, J, وآخرون
منشور في: (2011)

Piecewise multivariate modelling of sequential metabolic profiling data
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منشور في: (2008)

Orthogonal projections to latent structures as a strategy for microarray data normalization
حسب: Moritz Thomas, وآخرون
منشور في: (2007-06-01)

Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data sets.
حسب: Cloarec, O, وآخرون
منشور في: (2005)

Piecewise multivariate modelling of sequential metabolic profiling data
حسب: Nicholson Jeremy K, وآخرون
منشور في: (2008-02-01)

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Statistical correlation and projection methods for improved information recovery from diffusion-edited NMR spectra of biological samples.
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منشور في: (2007)

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منشور في: (2011-12-01)

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منشور في: (2019-01-01)

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حسب: Weizenbaum, Joseph
منشور في: (2023)

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Effect of thickness on defects of air forced dried oil palm lumber (OPL)
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منشور في: (2018)

OPLS statistical model versus linear regression to assess sonographic predictors of stroke prognosis
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منشور في: (2012-08-01)

Hybrid autoencoder with orthogonal latent space for robust population structure inference
حسب: Meng Yuan, وآخرون
منشور في: (2023-02-01)

Identifying Possible Socio-Demographic Factors in Infant Mortality Rate Classification With Orthogonal Projections to Latent Structures Discriminant Analysis
حسب: Pratiwi Noviana, وآخرون
منشور في: (2024-01-01)

Orthogonal projection to latent structures and first derivative for manipulation of PLSR and SVR chemometric models' prediction: A case study.
حسب: Fatma F Abdallah, وآخرون
منشور في: (2019-01-01)

Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models
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منشور في: (2021-04-01)

CB-SEM latent interaction: unconstrained and orthogonalized approaches
حسب: Cheah, Jun Hwa, وآخرون
منشور في: (2020)

The effect of holes parameter on the properties of super-fast dried oil palm lumber (OPL)
حسب: Ramli, Farid
منشور في: (2019)

Targeted Metabolomics Combined with OPLS-DA to Elucidate Phenolic Differences in Eight Cashew Apples
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منشور في: (2025-02-01)

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حسب: Freddy A. Bernal, وآخرون
منشور في: (2016-02-01)

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حسب: Parikh Priti P, وآخرون
منشور في: (2012-05-01)

On the properties of a single OPLS-UA model curcumin molecule in water, methanol and dimethyl sulfoxide. Molecular dynamics computer simulation results
حسب: T. Patsahan, وآخرون
منشور في: (2017-06-01)

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حسب: Bernard Okelo
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Inferring latent task structure for Multitask Learning by Multiple Kernel Learning
حسب: Altun Yasemin, وآخرون
منشور في: (2010-10-01)

Chemical Fingerprint Analysis for Discovering Markers and Identifying Saussurea involucrata by HPLC Coupled with OPLS-DA
حسب: Qingdong Ma, وآخرون
منشور في: (2020-01-01)

Classification and characterization on sorghums based on HS-GC-IMS combined with OPLS-DA and GA-PLS
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Analytic properties of statistical total correlation spectroscopy based information recovery in 1H NMR metabolic data sets.
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منشور في: (2009)