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An inductive inference procedure to minimize prediction error

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3 Author(s)
Matsushima, T. ; Dept. of Manag. Inf., Yokohama Coll. of Commerce, Japan ; Inazumi, H. ; Hirasawa, S.

Considering inductive inference and deductive inference as not individual processes but a serial process of information processing, the serial inference procedure is studied for two purposes: the compression of observed facts and the prediction of new well-formed formulas. A serial inference process scheme that uses the correspondence to source coding and prediction problems is proposed. The optimal inference procedures for the two purposes are shown in the proposed scheme

Published in:

Systems, Man and Cybernetics, IEEE Transactions on  (Volume:23 ,  Issue: 2 )

Date of Publication:

Mar/Apr 1993

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