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.
Field of Research
080104 Computer Vision
Socio Economic Objective
890205 Information Processing Services (incl. Data Entry and Capture)
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