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Learning about dynamic scenes

Lazarescu, Mihai, Venkatesh, Svetha and West, Geoff 2000, Learning about dynamic scenes, Spatial vision, vol. 13, no. 2-3, pp. 315-320.


Title Learning about dynamic scenes
Author(s) Lazarescu, Mihai
Venkatesh, Svetha
West, Geoff
Journal name Spatial vision
Volume number 13
Issue number 2-3
Start page 315
End page 320
Total pages 6
Publisher Brill
Place of publication Leiden, Netherlands
Publication date 2000
ISSN 0169-1015
1568-5683
Keyword(s) algorithms
data reduction
learning systems
Summary Incremental learning allows modification of developed concepts without the need for prior knowledge of all data. An incremental algorithm is developed to focus on the problems of memory size, forgetting and concept drift. The evidence based forgetting procedure minimizes the concept size and maintains its consistency with respect to the incoming data. An age value associated with the data determines its reinforcement or removal from a concept.
Language eng
Field of Research 080104 Computer Vision
Socio Economic Objective 890205 Information Processing Services (incl. Data Entry and Capture)
HERDC Research category C1.1 Refereed article in a scholarly journal
Copyright notice ©2000, VSP
Persistent URL http://hdl.handle.net/10536/DRO/DU:30044232

Document type: Journal Article
Collection: School of Information Technology
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