Pattern clustering: an artificial intelligence approach

Authors:
B. Shekar;M. Narasimha Murty;G. Krishna
Affiliations:
Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India;Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India;Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India
Venue:
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Year:
1987

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Artificial intelligence (2nd ed.)

Artificial intelligence (2nd ed.)
A knowledge-based clustering scheme

Pattern Recognition Letters

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Abstract

The notion of concept based on functionality of objects is defined and made use of in the context of pattern clustering. An approach to partition objects using a knowledge base is presented. A different class of concepts called conceptual transformers is proposed and its effects on clustering is looked into.