NDLI: Precise determination of non-additive measures

Content Provider	IEEE Xplore Digital Library
Author	Hai-Feng Guo Wen Zheng Song Ci
Copyright Year	2008
Description	Author affiliation: Dept. of Comput. & Electron. Eng., Univ. of Nebraska at Lincoln, Omaha, NE (Song Ci) \|\| Deparment of Comput. Sci., Univ. of Nebraskat at Omaha, Omaha, NE (Hai-Feng Guo; Wen Zheng)
Abstract	The Choquet integral model has been shown useful in many practical applications due to its distinguished feature that the interaction among predictive attributes toward the objective attribute can be properly reflected through a set of non-additive measures. Non-additive measures are traditionally determined using heuristic strategies or genetic algorithms; however, their solutions to Choquet integrals are often not unique or deterministic. Besides, raw attribute data are often not good enough to identify all coefficients, which leads to an incomplete Choquet model. In this paper, we present an efficient approach to determine the complete non-additive measures. The approach adopts a new data normalization, based on median alignment, for the Choquet model to overcome the above practical deficiencies raised in traditional methods. We show how the Choquet model is applied to the significance analysis for wireless cross-layer network design.
Starting Page	911
Ending Page	916
File Size	320268
Page Count	6
File Format	PDF
ISBN	9781424416738
DOI	10.1109/ICCIS.2008.4670808
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-09-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Predictive models Integral equations Genetic algorithms Decision making Computer science Fuzzy sets Pattern recognition Fuzzy set theory Time measurement Heuristic 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