Inductive inference procedure to minimize prediction error

Toshiyasu Matsushima, Hiroshige Inazumi, Shigeichi Hirasawa

    Research output: Contribution to journalArticle

    Abstract

    Considering inductive inference and deductive inference as not individual processes but a serial process of information processing, the serial inference procedure is studied from two purposes: one is the compression of observed facts, and the other is the prediction of new wffs. A new scheme of the serial inference process is proposed by using the correspondence to source coding and prediction problem. The optimal inference procedures for the two purposes are shown in the proposed scheme.

    Original languageEnglish
    Pages (from-to)547-554
    Number of pages8
    JournalIEEE Transactions on Systems, Man and Cybernetics
    Volume23
    Issue number2
    DOIs
    Publication statusPublished - 1993 Mar

    ASJC Scopus subject areas

    • Engineering(all)

    Cite this

    Inductive inference procedure to minimize prediction error. / Matsushima, Toshiyasu; Inazumi, Hiroshige; Hirasawa, Shigeichi.

    In: IEEE Transactions on Systems, Man and Cybernetics, Vol. 23, No. 2, 03.1993, p. 547-554.

    Research output: Contribution to journalArticle

    Matsushima, Toshiyasu ; Inazumi, Hiroshige ; Hirasawa, Shigeichi. / Inductive inference procedure to minimize prediction error. In: IEEE Transactions on Systems, Man and Cybernetics. 1993 ; Vol. 23, No. 2. pp. 547-554.
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