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On Bayesian Inference, Maximum Entropy and Support Vector Machines Methods

Costache, Mihai and Lienou, Marie and Datcu, Mihai (2006) On Bayesian Inference, Maximum Entropy and Support Vector Machines Methods. In: AIP Conference Proceedings, 872, pp. 43-51. Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2006-07-08 - 2006-07-13, Paris. ISBN 978-0-7354-0371-6 ISSN 0094-243X

Full text not available from this repository.

Official URL: http://link.aip.org/link/?APCPCS/872/43/1

Abstract

The analysis of discrimination, feature and model selection conduct to the discussion of the relationships between Support Vector Machine (SVM), Bayesian and Maximum Entropy (MaxEnt) formalisms.

Item URL in elib:https://elib.dlr.de/54393/
Document Type:Conference or Workshop Item (Paper, Poster)
Additional Information:doi: 10.1063/1.2423259
Title:On Bayesian Inference, Maximum Entropy and Support Vector Machines Methods
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Costache, MihaiENST, ParisUNSPECIFIED
Lienou, MarieENST, ParisUNSPECIFIED
Datcu, MihaiUNSPECIFIEDUNSPECIFIED
Date:29 November 2006
Journal or Publication Title:AIP Conference Proceedings
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:872
Page Range:pp. 43-51
Editors:
EditorsEmail
American Institute of Physics, UNSPECIFIED
Series Name:AIP Conf. Proc.
ISSN:0094-243X
ISBN:978-0-7354-0371-6
Status:Published
Keywords:inference mechanisms, Bayes' methods, maximum entropy methods, vectors, probability
Event Title:Bayesian Inference and Maximum Entropy Methods in Science and Engineering
Event Location:Paris
Event Type:international Conference
Event Dates:2006-07-08 - 2006-07-13
Organizer:CNRS
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - Vorhaben Bildwissenschaften (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Image Science
Deposited By: Schwarz, Gottfried
Deposited On:17 Jun 2008
Last Modified:27 Apr 2009 15:00

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