FUZZY FEATURE EVALUATION INDEX AND CONNECTIONIST REALIZATION - II - THEORETICAL-ANALYSIS

Authors
BASAK J DE RK PAL SK
Citation
J. Basak et al., FUZZY FEATURE EVALUATION INDEX AND CONNECTIONIST REALIZATION - II - THEORETICAL-ANALYSIS, Information sciences, 111(1-4), 1998, pp. 1-17
Citations number
2
Categorie Soggetti
Computer Science Information Systems","Computer Science Information Systems
Journal title
Information sciences → ACNP
ISSN journal
00200255
Volume
111
Issue
1-4
Year of publication
1998
Pages
1 - 17
Database
ISI
SICI code
0020-0255(1998)111:1-4<1:FFEIAC>2.0.ZU;2-S
Abstract
The present article deals with a theoretical analysis of our earlier i nvestigation [1] where we developed a neuro-fuzzy model for feature ev aluation. This includes derivation of a fixed upper bound and a varyin g lower bound of the feature evaluation index. The monotonic increasin g behavior of the feature evaluation index with respect to the lower b ound is established. A relation of the evaluation index (lower bound) with interclass distance and weighting coefficient is also derived. (C ) 1998 Elsevier Science Inc. All rights reserved.