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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) | ||||||||
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| 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 | ||||||||
| 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 | ||||||||
| HGF - Program: | Space | ||||||||
| 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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