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Behavior Modeling by Neural Networks

Spaanenburg, Lambert LU ; Tehrani, Mona Akbarniai ; Kleihorst, Richard and Meijer, Peter B. L. (2009) 19th International Conference on Artificial Neural Networks (ICANN 2009) 5768. p.439-448
Abstract
Modeling of human and animal behavior is of interest for a number of diagnostic purposes. Convolutional neural networks offer a constructive approach allowing learning on a limited number of examples. Chaotic tendencies make that learning is not always successful. The paper looks into a number of applications to find the reason for this anomaly and identifies the need for behavioral references to provide determinism in the diagnostic model.
Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Sinai billiard system, 3-tier architecture, collision avoidance, Behavioral modeling, convolutional neural network
host publication
Artificial Neural Networks - ICANN 2009, Pt I (Lecture Notes in Computer Science)
volume
5768
pages
439 - 448
publisher
Springer
conference name
19th International Conference on Artificial Neural Networks (ICANN 2009)
conference location
Limmassol, Cyprus
conference dates
2009-09-14 - 2009-09-17
external identifiers
  • wos:000275896600046
  • scopus:70350592043
ISSN
0302-9743
1611-3349
ISBN
978-3-642-04273-7
DOI
10.1007/978-3-642-04274-4_46
language
English
LU publication?
yes
id
ec54a61c-6c8b-449b-9a2d-df9a1b78f203 (old id 1586395)
date added to LUP
2016-04-01 11:42:44
date last changed
2021-06-16 02:24:29
@inproceedings{ec54a61c-6c8b-449b-9a2d-df9a1b78f203,
  abstract     = {Modeling of human and animal behavior is of interest for a number of diagnostic purposes. Convolutional neural networks offer a constructive approach allowing learning on a limited number of examples. Chaotic tendencies make that learning is not always successful. The paper looks into a number of applications to find the reason for this anomaly and identifies the need for behavioral references to provide determinism in the diagnostic model.},
  author       = {Spaanenburg, Lambert and Tehrani, Mona Akbarniai and Kleihorst, Richard and Meijer, Peter B. L.},
  booktitle    = {Artificial Neural Networks - ICANN 2009, Pt I (Lecture Notes in Computer Science)},
  isbn         = {978-3-642-04273-7},
  issn         = {0302-9743},
  language     = {eng},
  pages        = {439--448},
  publisher    = {Springer},
  title        = {Behavior Modeling by Neural Networks},
  url          = {http://dx.doi.org/10.1007/978-3-642-04274-4_46},
  doi          = {10.1007/978-3-642-04274-4_46},
  volume       = {5768},
  year         = {2009},
}