NDLI: Bayes classifier and loss functions

Content Provider	IEEE Xplore Digital Library
Author	Ocelíková, E. Klimešová, D.
Copyright Year	2011
Description	Author affiliation: Czech University of Agriculture, Prague, Faculty of Economics and Management, Department of Information Engineering, Prague 6 - Suchdol, Czech Republic (Klimešová, D.) \|\| Technical University of Košice/ Department of Cybernetics and Artificial Intelligence, Košice, Slovak Republic (Ocelíková, E.)
Abstract	This paper deals with the classification of objects into the limited number of classes. The objects are characterized by n-features. The paper focuses on the Bayes classifier based on the probability principle with the fixed number of the features during the classification process. The Bayes classifier which uses criterion of the minimum error was applied on the set of the multispectral data. They represent real images of the Earth surface obtained from remote Earth sensing. The paper describes experience and results obtained during the classification of extensive set of these multispectral data with the Bayes classifier using the symmetric and diagonal loss function.
Starting Page	39
Ending Page	42
File Size	98721
Page Count	4
File Format	PDF
ISBN	9781424474295
e-ISBN	9781424474301
DOI	10.1109/SAMI.2011.5738907
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-01-27
Publisher Place	Slovakia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Earth Electrical engineering Presses Sensors Covariance matrix Informatics Cost accounting
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
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