| Abstract
|
<p>This paper is concerned with a mu … <p>This paper is concerned with a multi-resolution tool for analysis of a time series aiming to detect abnormalities in various frequency regions. The task is treated as a kernel based novelty detection applied to a multi-level time series representation obtained from the discrete wavelet transform. Having a priori knowledge that the abnormalities manifest themselves in several frequency regions, a committee of detectors utilizing data dependent aggregation weights is build by combining outputs of detectors operating in those regions.</p>tors operating in those regions.</p>
|
| Author
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Marcus Ejnarsson +
, Carl Magnus Nilsson +
, Antanas Verikas +
|
| Conference
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third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006
|
| DOI
|
http://dx.doi.org/10.1007/11760191 +
|
| Diva
|
http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:239221
|
| EndPage
|
1116 +
|
| HostPublication
|
Advances in neural networks - ISNN 2006 : third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006 ; proceedings. III +
|
| PublicationType
|
Conference Paper +
|
| Publisher
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Springer Berlin/Heidelberg +
|
| Series
|
Lecture Notes in Computer Science ; Volume 3973/2006 +
|
| StartPage
|
1111 +
|
| Title
|
A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
|
| Year
|
2006 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
, Publications:A Kernel based multi-resolution time series analysis for screening deficiencies in paper production +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:40:08 +
|
