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Early detection of abnormal emergent behaviour

Spaanenburg, Lambert LU (2007) 15th European Signal Processing Conference EUSIPCO, 2007 In Proceedings European Signal Processing Conference p.1741-1744
Abstract
Emergent behaviour has become a plague of automation systems based on communication networks. Centralized monitoring of the network comes generally to late to sup-press unwanted behaviour. It is required to mark the ten-dency towards state changes in a decentralized manner. The paper discusses the role of local awareness by inspection of the model learning behaviour of feed-forward networks. The correlated movement of weight changes over time provides a clear indication of such profound changes, as demonstrated by some initial experience in industrial automation.
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author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
in
Proceedings European Signal Processing Conference
pages
1741 - 1744
publisher
Eusipco
conference name
15th European Signal Processing Conference EUSIPCO, 2007
external identifiers
  • Scopus:84863771478
language
English
LU publication?
yes
id
2ead8805-d0fa-41b5-8178-975492629a38 (old id 603738)
date added to LUP
2007-12-12 11:22:06
date last changed
2016-10-13 04:43:38
@misc{2ead8805-d0fa-41b5-8178-975492629a38,
  abstract     = {Emergent behaviour has become a plague of automation systems based on communication networks. Centralized monitoring of the network comes generally to late to sup-press unwanted behaviour. It is required to mark the ten-dency towards state changes in a decentralized manner. The paper discusses the role of local awareness by inspection of the model learning behaviour of feed-forward networks. The correlated movement of weight changes over time provides a clear indication of such profound changes, as demonstrated by some initial experience in industrial automation.},
  author       = {Spaanenburg, Lambert},
  language     = {eng},
  pages        = {1741--1744},
  publisher    = {ARRAY(0x9573160)},
  series       = {Proceedings European Signal Processing Conference},
  title        = {Early detection of abnormal emergent behaviour},
  year         = {2007},
}