A new mechanism for data visualization with TSK-type preprocessed collaborative fuzzy rule based system

• Main Authors: Prasad, M., Liu, Y. T., Li, D. L., Lin, C. T., Shah, R. R., Kaiwartya, O. P.
• Format: Article
• Language: English
• Published: De Gruyter Open Ltd 2017
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/74924/1/OmPrakashKaiwartya_ANewMechanismforDataVisualization.pdf; http://eprints.utm.my/id/eprint/74924/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85009813111&doi=10.1515%2fjaiscr-2017-0003&partnerID=40&md5=787f27be6b5ef67943950a645f4908cf

A novel data knowledge representation with the combination of structure learning ability of preprocessed collaborative fuzzy clustering and fuzzy expert knowledge of Takagi- Sugeno-Kang type model is presented in this paper. The proposed method divides a huge dataset into two or more subsets of data...