Issue No. 02 - February (1980 vol. 2)
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.
Satosi Watanabe, "Pattern Recognition as Conceptual Morphogenesis", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 2, no. , pp. 161-165, February 1980, doi:10.1109/TPAMI.1980.4766993