The evolution of Protégé: an environment for knowledge-based systems development
International Journal of Human-Computer Studies
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Inductive learning methods in the simple image understanding system
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
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This article describes a proposition and first examples of using inductive learning methods in building of the image understanding system with the hierarchical structure of knowledge. This system may be utilized in various task of automatic image interpretation, classification and image enhancement. The paper points to the essential problems of the whole method: the constructing an effective algorithm of conceptual clustering and creation of the method of knowledge evaluation. Some possible solutions are discussed and first practical results (image filtering) are presented.