Title :
Relation with Fuzzy Entropy and Similarity Measure Based on One-to-One Correspondence
Author :
Lee, Sang H. ; Kim, Sang Jin ; Kim, Jaehyung
Author_Institution :
Sch. of Mechatron., Changwon Nat. Univ., Changwon
Abstract :
We survey the relation property of fuzzy entropy measure and similarity measure. Each measure represents measure of data uncertainty and degree of similarity between comparative data group. By the analysis of one-to-one correspondence, distance measure and similarity measure have been expressed by the complementary characteristics. We construct similarity measure using distance measure, and verification of usefulness is proved. Furthermore analysis of similarity measure from fuzzy entropy measure is also discussed.
Keywords :
data analysis; fuzzy set theory; data uncertainty; distance measure; fuzzy entropy measure; one-to-one correspondence; similarity measure; Data analysis; Decision making; Fuzzy sets; Information analysis; Information entropy; Information technology; Measurement uncertainty; Mechatronics; Pattern classification; Scattering; fuzzy entropy; one-to-one correspondence; similarity measure;
Conference_Titel :
Convergence and Hybrid Information Technology, 2008. ICCIT '08. Third International Conference on
Conference_Location :
Busan
Print_ISBN :
978-0-7695-3407-7
DOI :
10.1109/ICCIT.2008.298