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The Computer Journal 1967 10(3):271-277; doi:10.1093/comjnl/10.3.271
© 1967 by British Computer Society
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A general theory of classificatory sorting strategies

II. Clustering systems

G. N. Lance and W. T. Williams *

C.S.I.R.O. Computing Research Section. P.O. Box 109, Canberra, Australia

Current clustering programs (i.e., non-hierarchical classificatory programs) are examined, with particular reference to the internal consistency of the methods used for initiation, allocation and reallocation. It is shown that almost all existing methods are open to serious objection, and that no method fully exploits the potentialities of such systems. The desirable properties of a clustering program are examined de novo, and suggestions made for optimum lines of further development.


* C.S.I.R.O. Computing Research Section, P.O. Box 109, Canberra, A.C.T., Australia.


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