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CuBatch, a MATLAB® interface for n-mode data analysis

CuBatch, a MATLAB® interface for n-mode data analysis
CuBatch, a MATLAB® interface for n-mode data analysis

This communication describes the CuBatch interface software developed within the framework of the "NwayQual European Project". Built originally to deal solely with batch process data, CuBatch can be employed on the most disparate types of data. It includes various methods and algorithms for both multi-way and classical data analysis in different domains: curve resolution, exploratory analysis and regression. Moreover, it is intuitive and provides results as graphical outputs with numerous options and possibilities. CuBatch is not meant to be exhaustive with respect to the methods but implements an open architecture allowing custom extensions. Several reference data sets suitable for learning and familiarizing with this interface and an extensive help in html format are also part of the package.

CuBatch may be seen as a general tool, the use of which can be fruitful for both academic and industrial purposes. This communication has the sole aim to inform the readers of the existence and availability of this software and to describe its features.

CuBatch is available on request through Total France, KVL and VUB, after review by Total.

CuBatch, MATLAB® interface, n-mode data analysis
0169-7439
122-130
Gourvénec, S.
6ff91ad8-1a91-42fe-a3f4-1b5d6f5ce0b8
Tomasi, G.
22788cc5-a878-4118-8295-6ce0ab31b5e1
Durville, C.
1f68d681-56b7-4e04-81a4-573448d707a6
Di Crescenzo, E.
9c4bacfd-e8b2-4ea0-bf10-536a5ea83a4f
Saby, C.A.
5ef1fc0b-149a-443d-9523-56799c7c7090
Massart, D.L.
e45e44fe-05dd-4936-89f0-85fe53999ce5
Bro, R.
c1711462-0d11-44ec-9673-2afc2a414de3
Oppenheim, G.
fe7a5258-8e4d-4f99-b898-007c864e9fa9
Gourvénec, S.
6ff91ad8-1a91-42fe-a3f4-1b5d6f5ce0b8
Tomasi, G.
22788cc5-a878-4118-8295-6ce0ab31b5e1
Durville, C.
1f68d681-56b7-4e04-81a4-573448d707a6
Di Crescenzo, E.
9c4bacfd-e8b2-4ea0-bf10-536a5ea83a4f
Saby, C.A.
5ef1fc0b-149a-443d-9523-56799c7c7090
Massart, D.L.
e45e44fe-05dd-4936-89f0-85fe53999ce5
Bro, R.
c1711462-0d11-44ec-9673-2afc2a414de3
Oppenheim, G.
fe7a5258-8e4d-4f99-b898-007c864e9fa9

Gourvénec, S., Tomasi, G., Durville, C., Di Crescenzo, E., Saby, C.A., Massart, D.L., Bro, R. and Oppenheim, G. (2005) CuBatch, a MATLAB® interface for n-mode data analysis. Chemometrics and Intelligent Laboratory Systems, 77 (1-2), 122-130. (doi:10.1016/j.chemolab.2004.01.027).

Record type: Article

Abstract

This communication describes the CuBatch interface software developed within the framework of the "NwayQual European Project". Built originally to deal solely with batch process data, CuBatch can be employed on the most disparate types of data. It includes various methods and algorithms for both multi-way and classical data analysis in different domains: curve resolution, exploratory analysis and regression. Moreover, it is intuitive and provides results as graphical outputs with numerous options and possibilities. CuBatch is not meant to be exhaustive with respect to the methods but implements an open architecture allowing custom extensions. Several reference data sets suitable for learning and familiarizing with this interface and an extensive help in html format are also part of the package.

CuBatch may be seen as a general tool, the use of which can be fruitful for both academic and industrial purposes. This communication has the sole aim to inform the readers of the existence and availability of this software and to describe its features.

CuBatch is available on request through Total France, KVL and VUB, after review by Total.

This record has no associated files available for download.

More information

Published date: 28 May 2005
Keywords: CuBatch, MATLAB® interface, n-mode data analysis

Identifiers

Local EPrints ID: 414611
URI: http://eprints.soton.ac.uk/id/eprint/414611
ISSN: 0169-7439
PURE UUID: 5afd5cae-d029-4555-89df-78580c24f78d
ORCID for S. Gourvénec: ORCID iD orcid.org/0000-0002-2628-7914

Catalogue record

Date deposited: 05 Oct 2017 16:30
Last modified: 16 Mar 2024 04:31

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Contributors

Author: S. Gourvénec ORCID iD
Author: G. Tomasi
Author: C. Durville
Author: E. Di Crescenzo
Author: C.A. Saby
Author: D.L. Massart
Author: R. Bro
Author: G. Oppenheim

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