Results 21 to 30 of about 3,504 (232)
Partial Least Squares: A Versatile Tool for the Analysis of High-Dimensional Genomic Data [PDF]
, 2005 Partial Least Squares (PLS) is a highly efficient statistical regression technique that is well suited for the analysis of high-dimensional genomic data.
Boulesteix, Anne-Laure +1 more
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Jurnal Biodjati, 2019 Fruits are one of the sources of nutrition needed for health. Fruit quality is generally assessed by physical and chemical properties. Measurement of fruit internal quality is usually done by destructive techniques. Ultraviolet, visible and near-infrared
Kusumiyati Kusumiyati +2 more
doaj +1 more source
Learning to predict distributions of words across domains [PDF]
, 2014 Although the distributional hypothesis has been applied successfully in many natural language processing tasks, systems using distributional information have been limited to a single domain because the distribution of a word can vary between domains as ...
Bollegala, Danushka +2 more
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Globally sparse PLS regression [PDF]
, 2013 Volume 56 ; Print ISBN : 978-1-4614-8282-6Partial least squares (PLS) regression combines dimensionality reduction and prediction using a latent variable model.
A. Beck +21 more
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Fault Analysis Of Process System Using Multi Block Principal Component Analysis
Reaktor, 2017 This research looks into the issues of the quality improvement based on process control instead of product control using multivariate statistical process contro.
S. B. Sasongko, K. A. Ibrahim, A. Ahmad
doaj +1 more source
Global assessment of biomass suitability for ironmaking — opportunities for co-location of sustainable biomass, iron and steel production and supportive policies [PDF]
, 2018 Iron and steel production processes are amongst the biggest industrial contributors to the global carbon emissions, and national as well as international obligations are set to drive their significant emission reductions.
Al-Yahyai +35 more
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International Journal of Electrochemical Science, 2013 The detection of explosive substances is a subject of high importance in several areas including environmental health, de-mining efforts (land and sea) and security and defence against terrorist activity.
Rebeca Jimenez-Perez +3 more
doaj +1 more source
Forward Selection Component Analysis: Algorithms and Applications [PDF]
, 2017 Principal Component Analysis (PCA) is a powerful and widely used tool for dimensionality reduction. However, the principal components generated are linear combinations of all the original variables and this often makes interpreting results and root-cause
McLoone, Sean, Puggini, Luca
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Partial Least Squares tutorial for analyzing neuroimaging data [PDF]
Tutorials in Quantitative Methods for Psychology, 2014 Partial least squares (PLS) has become a respected and meaningful soft modeling analysis technique that can be applied to very large datasets where the number of factors or variables is greater than the number of ...
Patricia Van Roon +2 more
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Antibodies, 2017 Downstream of pharmaceutical proteins, such as monoclonal antibodies, is mainly done by chromatography, where concentration determination of coeluting components presents a major problem.
Steffen Zobel-Roos +3 more
doaj +1 more source