NDLI: Research and Application of Hausdorff Metric Based i-v Vague Clustering Method

Content Provider	IEEE Xplore Digital Library
Author	Huang, M. Xia, Z.X. Zeng, Q.H.
Copyright Year	2011
Abstract	While vague clustering, as generaLization of fuzzy clustering, has been attracting more and more attentions, its generaLization, i-v Vague clustering, is still ignored by researChers. In order to achieve the clustering of i-v Vague set, a system clustering method is proposed, which is based on similarity generated by Hausdorff metric. The method firstly utiLizes Hausdorff metric to generate similarity between two i-v Vague values, and then estabLish similarity matrix. By setting a threshold, i-v Vague clustering is finally achieved through direct clustering. The feasibiLity of the method is vaLidated through analyzing of mechanical properties degeneration data about some material caused by fatigue damage. Furthermore, the potential appLication of the method to state identification is also discussed.
Starting Page	900
Ending Page	905
File Size	355838
Page Count	6
File Format	PDF
ISBN	9781457707551
DOI	10.1109/ICDMA.2011.223
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-08-05
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision support systems Automation Clustering analyzing I-v Vague set World Wide Web Manufacturing State identification Hausdorff metric
Content Type	Text
Resource Type	Article

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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
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Research and Application of Hausdorff Metric Based i-v Vague Clustering Method