Grey Models and Their Roles in Data Analytics
Date
2018-06
Authors
Advisors
Journal Title
Journal ISSN
ISSN
1473-8031
Volume Title
Publisher
United Kingdom Simulation Society
Type
Article
Peer reviewed
Yes
Abstract
This paper gives an introduction to the basic concepts of grey systems, grey numbers and grey models, and discusses their roles in data analysis of data science. The necessity of small data models is demonstrated, and their complementary functions to Big Data models are investigated. Based on these investigations, a novel framework for combining Big Data models with grey models is proposed.
Description
The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.
Keywords
small data, grey systems, grey numbers, grey models
Citation
Yang, Y. and Liu, S. (2018) Grey Systems, Grey Models and Their Roles in Data Analytics. International Journal of SIMULATION: Systems, Science & Technology, 19(3), pp.8.1-8.6.