Opening the kernel of kernel partial least squares and support vector machines (Q85023839)

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13 February 2020

title

Opening the kernel of kernel partial least squares and support vector machines (English)

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13 February 2020

main subject

support vector machine

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0 references

3

L M C Buydens

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13 February 2020

author name string

G J Postma

series ordinal

1

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13 February 2020

P W T Krooshof

series ordinal

2

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13 February 2020

publication date

22 April 2011

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13 February 2020

published in

Analytica Chimica Acta

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13 February 2020

volume

705

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13 February 2020

issue

1-2

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13 February 2020

page(s)

123-134

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MR-determined metabolic phenotype of breast cancer in prediction of lymphatic spread, grade, and hormone status

13 February 2020

cites work

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Visualisation and interpretation of Support Vector Regression models

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Mutual information-induced interval selection combined with kernel partial least squares for near-infrared spectral calibration

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Modeling of strength of high-performance concrete using artificial neural networks

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Influence of temperature on vibrational spectra and consequences for the predictive ability of multivariate models

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Data strip mining for the virtual design of pharmaceuticals with neural networks

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Multi-class tumor classification by discriminant partial least squares using microarray gene expression data and assessment of classification models

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Some distance properties of latent root and vector methods used in multivariate analysis

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

PLS analysis of distance matrices to detect nonlinear relationships between biological potency and molecular properties.

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Classification of metabolites with kernel-partial least squares (K-PLS).

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

K-OPLS package: kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

PLS-regression: a basic tool of chemometrics

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

31 July 2023

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

Visualization and recovery of the (bio)chemical interesting variables in data analysis with support vector machine classification

31 July 2023

2 references

https://opencitations.net/index/coci/api/v1/references/10.1016/J.ACA.2011.04.025

31 July 2023

https://opencitations.net/index/coci/api/v1/citations/10.1021/AC101338Y

10.1016/J.ACA.2011.04.025

31 July 2023

Identifiers

DOI

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13 February 2020

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