Proceedings of the 2014 International Conference on Computer Science and Electronic Technology

mathematical classification process modeling for massive data with small differences

Authors
Ge Gou
Corresponding Author
Ge Gou
Available Online January 2015.
DOI
https://doi.org/10.2991/iccset-14.2015.55How to use a DOI?
Keywords
data with small differences; mathematical classification; associated decision tree;
Abstract

Mathematical classification methods of massive data with small differences are studied. During mathematical classification process of data with small differences, assuming the amount of data is too large, the correlation between the data would be reduced, which makes it difficult to perform accurate mathematical classification. In order to avoid these shortcomings, mathematical classification methods of massive data with small differences based on associated decision tree is proposed. Associated decision-making calculation is performed for massive data with small differences to obtain the correlation between all of the data. According to the data relevance, associated decision tree is built to obtain the mathematical classification model for massive data with small differences. Experimental results show that the proposed algorithm utilized for mathematical classification of massive data with small differences, can effectively improve the accuracy of the mathematical classification of the data, so as to meet customer requirements.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2014 International Conference on Computer Science and Electronic Technology
Series
Advances in Computer Science Research
Publication Date
January 2015
ISBN
978-94-62520-47-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/iccset-14.2015.55How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Ge Gou
PY  - 2015/01
DA  - 2015/01
TI  - mathematical classification process modeling for massive data with small differences
BT  - Proceedings of the 2014 International Conference on Computer Science and Electronic Technology
PB  - Atlantis Press
SP  - 258
EP  - 261
SN  - 2352-538X
UR  - https://doi.org/10.2991/iccset-14.2015.55
DO  - https://doi.org/10.2991/iccset-14.2015.55
ID  - Gou2015/01
ER  -