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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

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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.

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 Authors
Costache, MihaiENST, Paris
Lienou, MarieENST, Paris
Datcu, MihaiUNSPECIFIED
Date:29 November 2006
Journal or Publication Title:AIP Conference Proceedings
Refereed publication:Yes
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: Gottfried Schwarz
Deposited On:17 Jun 2008
Last Modified:27 Apr 2009 15:00

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