Grey Models and Their Roles in Data Analytics
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.
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.
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.
ISSN : 1473-8031
Research Group : Centre for Computational Intelligence
Research Institute : Institute of Artificial Intelligence (IAI)
Peer Reviewed : Yes