A priori and a posteriori machine learning and nonlinear artificial neural networks

Show simple item record
dc.contributor.authorZelinka, Jan
dc.contributor.authorRomportl, Jan
dc.contributor.authorMüller, Luděk
dc.date.accessioned2016-01-07T10:56:03Z
dc.date.available2016-01-07T10:56:03Z
dc.date.issued2010
dc.description.abstract-translatedThe main idea of a priori machine learning is to apply a machine learning method on a machine learning problem itself.We call it "a priori" because the processed data set does not originate from any measurement or other observation.Machine learning which deals with any observation is called "posterior". The paper describes how posterior machine learning can be modified by a priori machine learning. A priori and posterior machine learning algorithms are proposed for artificial neural network training and are tested in the task of audio-visual phoneme classification.en
dc.format8 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationZELINKA, Jan; ROMPORTL, Jan; MÜLLER, Luděk. A priori and a posteriori machine learning and nonlinear artificial neural networks. In: Progress in pattern recognition, image analysis, computer vision, and applications. Berlin: Springer, 2010, p. 472-479. (Lectures notes in computer science; 6231). ISBN 978-3-642-15759-2.en
dc.identifier.isbn978-3-642-15759-2
dc.identifier.urihttp://www.kky.zcu.cz/cs/publications/JanZelinka_2010_APrioriandA
dc.identifier.urihttp://hdl.handle.net/11025/17159
dc.language.isoenen
dc.publisherSpringeren
dc.relation.ispartofseriesLecture notes in computer science; 6231en
dc.rights© Jan Zelinka - Jan Romportl - Luděk Müllercs
dc.rights.accessopenAccessen
dc.subjectumělá neuronová síťcs
dc.subjectstrojové učenícs
dc.subject.translatedartificial neural networken
dc.subject.translatedmachine learningen
dc.titleA priori and a posteriori machine learning and nonlinear artificial neural networksen
dc.title.alternativeApriorní a aposteriorní Machine Learning a ANNcs
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

Files

Original bundle
Showing 1 - 1 out of 1 results
No Thumbnail Available
Name:
JanZelinka_2010_APrioriandA.pdf
Size:
166.56 KB
Format:
Adobe Portable Document Format
Description:
Plný text
Download
License bundle
Showing 1 - 1 out of 1 results
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Articles (KKY)
 Articles (MMI)