NDLI: A data fusion approach for classification from disparate knowledge

Content Provider	IEEE Xplore Digital Library
Author	Perron-Gitton, M.C.
Copyright Year	1997
Description	Author affiliation: ONERA, Chatillon, France (Perron-Gitton, M.C.)
Abstract	This paper is concerned with a classification problem in a multisource context dealing with disparate and imperfect data (imprecise, uncertain, incomplete...). Given an exhaustive set of hypotheses, the question is to recognize the most likely one in a given situation described by a set of feature observations generated by sensors or delivered by data processing. Our approach deals with disparate information which can be modelled using different formalisms in order to take into account their specificities. The fusion process involves the choice of a unified formalism able to handle the available knowledge useful for discrimination purpose. The proposed solution is defined in a federative framework provided by the evidential theory. Within this theoretical framework, decision criteria are derived in order to perform the discrimination task.
Starting Page	2979
Ending Page	2984
File Size	534517
Page Count	6
File Format	PDF
ISBN	0780340531
ISSN	1062922X
DOI	10.1109/ICSMC.1997.635456
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1997-10-12
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Sensor phenomena and characterization Data processing Bayesian methods Uncertainty Fuzzy logic Fusion power generation Probability distribution Sensor fusion Sensor systems Performance evaluation
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