Title :
Application of interval valued fuzzy matrices in medical diagnosis via a new approach
Author :
Raich, V.V. ; Tripathi, R.K. ; Bawa, N.P.S. ; Dookhitram, K. ; Dalai, S.K.
Author_Institution :
Gov. Holkar Sci. Coll., Dept. of Math., D.A. Univ., Indore, India
Abstract :
The concept of interval valued fuzzy matrices (IVFM), which is a generalization of fuzzy matrix and still in its infant stage, plays a crucial role in networks, document retrieval system, medical diagnosis, database management system, decision-making theory, control theory and dynamical systems. In this paper, we propose a new approach, denoted as <;R|V>;, for the multiplication of IVFM, and we use this technique for predicting the stages (mild, moderate or severe) of diarrhea. This technique is more suitable than the composition (max. min.) to diagnose a disease and enable the physicians to have a better analytic understanding of present diagnostic process of diarrhea.
Keywords :
diseases; fuzzy set theory; matrix algebra; patient diagnosis; diarrhea stage prediction; disease dignosis; interval valued fuzzy matrices application; medical diagnosis; Diseases; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Medical diagnosis; Medical diagnostic imaging; diarrhea; fuzzy control; fuzzy sets; intersection; interval valued fuzzy matrix; sup. union;
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
DOI :
10.1109/ICMT.2011.6002135