NDLI: Fuzzy clustering model for asymmetry and self-similarity

Content Provider	IEEE Xplore Digital Library
Author	Sato, M. Sato, Y.
Copyright Year	1997
Description	Author affiliation: Hokkaido Musashi Women's Junior Coll., Sapporo, Japan (Sato, M.)
Abstract	This paper shows a method of classification for asymmetric similarity data and non-reflexive data. In a clustering problem in which the similarities of the objects are given by the relation like mobility data which shows relation of proximity from one object to another object, the ordinary fuzzy clustering models are not available. In this paper, these data are treated as asymmetric similarity data including non-reflexive elements which are defined by diagonal elements of the similarity matrix. We define asymmetric aggregation operators to classify objects based on asymmetric similarities. Using the asymmetric aggregation operators, clusters which represent the asymmetric structure between objects are obtained. Moreover, the estimated parameter is introduced to show the non-reflexive data. The validity of this model is shown both by investigating the features of the asymmetric aggregation operators and through numerical applications.
Starting Page	963
Ending Page	968
File Size	543883
Page Count	6
File Format	PDF
ISBN	0780337964
DOI	10.1109/FUZZY.1997.622839
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1997-07-05
Publisher Place	Barcelona
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Electronic mail Educational institutions Parameter estimation Data analysis Fuzzy sets Clustering algorithms
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in