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On-The-Fly Processing of continuous high-dimensional data streams

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On-The-Fly Processing of continuous high-dimensional data streams

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Vitale, R.; Zhyrova, A.; Fortuna, JF.; De Noord, OE.; Ferrer, A.; Martens, H. (2017). On-The-Fly Processing of continuous high-dimensional data streams. Chemometrics and Intelligent Laboratory Systems. 161:118-129. doi:10.1016/j.chemolab.2016.11.003

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/105527

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Title: On-The-Fly Processing of continuous high-dimensional data streams
Author: Vitale, Raffaele Zhyrova, Anna Fortuna, Joao F. De Noord, Onno E. Ferrer, Alberto Martens, Harald
UPV Unit: Universitat Politècnica de València. Departamento de Estadística e Investigación Operativa Aplicadas y Calidad - Departament d'Estadística i Investigació Operativa Aplicades i Qualitat
Issued date:
Embargo end date: 2019-06-15
Abstract:
[EN] A novel method and software system for rational handling of time series of multi-channel measurements is presented. This quantitative learning tool, the On-The-Fly Processing (OTFP), develops reduced-rank bilinear ...[+]
Subjects: On-the-fly processing (OTFP) , Bilinear modelling , High-dimensional data streams , Generalised Taylor expasion , Singular value decomposition (SVD) , BIG DATA analytics
Copyrigths: Reserva de todos los derechos
Source:
Chemometrics and Intelligent Laboratory Systems. (issn: 0169-7439 )
DOI: 10.1016/j.chemolab.2016.11.003
Publisher:
Elsevier
Publisher version: https://doi.org/10.1016/j.chemolab.2016.11.003
Project ID:
info:eu-repo/grantAgreement/MINECO//DPI2014-55276-C5-1-R/ES/BIOLOGIA SINTETICA PARA LA MEJORA EN BIOPRODUCCION: DISEÑO, OPTIMIZACION, MONITORIZACION Y CONTROL/
Thanks:
This research work was partially supported by the Spanish Ministry of Economy and Competitiveness under the project DPI2014-55276-C5-1R, Shell Global Solutions International B.V. (Amsterdam, The Netherlands), Idletechs AS ...[+]
Type: Artículo

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