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.
Item URL in elib: | https://elib.dlr.de/54393/ | ||||||||||||
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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: |
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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: |
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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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