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Learning about dynamic scenes
journal contribution
posted on 2000-01-01, 00:00 authored by M Lazarescu, Svetha VenkateshSvetha Venkatesh, G WestIncremental 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.
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Journal
Spatial visionVolume
13Issue
2-3Pagination
315 - 320Publisher
BrillLocation
Leiden, NetherlandsISSN
0169-1015eISSN
1568-5683Language
engPublication classification
C1.1 Refereed article in a scholarly journalCopyright notice
2000, VSPUsage metrics
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