Article | Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016 | Flat Patterns Extraction with Collinearity Models Linköping University Electronic Press Conference Proceedings
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Title:
Flat Patterns Extraction with Collinearity Models
Author:
Leon Bobrowski: Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland / Institute of Biocybernetics and Biomedical Engineering, PAS, Warsaw, Poland Pawel Zabielski: Institute of Biocybernetics and Biomedical Engineering, PAS, Warsaw, Poland
DOI:
10.3384/ecp17142518
Download:
Full text (pdf)
Year:
2018
Conference:
Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016
Issue:
142
Article no.:
075
Pages:
518-524
No. of pages:
7
Publication type:
Abstract and Fulltext
Published:
2018-12-19
ISBN:
978-91-7685-399-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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The term collinear (flat) pattern means in this article, a set of a large number of feature vectors located on (or near) a plane in multidimensional feature space. Flat patterns extracted from large data set can provide a basis for modeling a local interactions in selected sets of features. Collinear patterns can be discovered in given data set through minimization of some kind of the convex and piecewise linear (CPL) criterion functions.

Keywords: data mining, flat patterns, CPL criterion functions, margins

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Leon Bobrowski, Pawel Zabielski
Title:
Flat Patterns Extraction with Collinearity Models
DOI:
http://dx.doi.org/10.3384/ecp17142518
References:
No references available

Proceedings of The 9th EUROSIM Congress on Modelling and Simulation, EUROSIM 2016, The 57th SIMS Conference on Simulation and Modelling SIMS 2016

Author:
Leon Bobrowski, Pawel Zabielski
Title:
Flat Patterns Extraction with Collinearity Models
DOI:
https://doi.org10.3384/ecp17142518
Note: the following are taken directly from CrossRef
Citations:
No citations available at the moment


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