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Pattern Recognition as Conceptual Morphogenesis

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1 Author(s)
Satosi Watanabe ; University of Hawaii, Honolulu, HI; Apartment 100 Homat Prince, 2-10-25 Moto-Azabus, Minatoku, Tokyo, Japan.

Pattern recognition is our mental activity in which we formulate, select, modify, and adjust our concepts or our frames of reference so that we can see a ``form'' in objects. We can tentatively formulate this viewpoint as the principle of minimum entropy (or entropy-like function). Different algorithms in clustering and pattern recognition are given new interpretations in the light of this unifying principle.

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:PAMI-2 ,  Issue: 2 )