Japanese economic analysis by possibilistic regression model building through possibilitymaximization

Yoshiyuki Yabuuchi, Junzo Watada

    Research output: Contribution to journalArticle

    4 Citations (Scopus)

    Abstract

    A possibilistic regression model illustrates the potential possibilities inherent in the target system by including all data in the model. Tanaka and Guo employ exponential possibility distribution to build a model, while Inuiguchi et al. and Tajima are independently working on coinciding between the center of a possibility distribution and the center of a possibilistic regression model. Typically, samples influence and distort the shape of the model if they are far from the center of data. Yabuuchi and Watada have developed a model for describing the system possibility using the center of a possibilistic fuzzy regression model and an approach that mends the distortion of the model. The objective of this paper is to analyze the Japanese economy using our model, and to show the usefulness of our model by analysis results.

    Original languageEnglish
    Pages (from-to)576-580
    Number of pages5
    JournalJournal of Advanced Computational Intelligence and Intelligent Informatics
    Volume16
    Issue number5
    Publication statusPublished - 2012 Jul

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    Keywords

    • Economic analysis
    • Fuzzy regression model
    • Possibility grade
    • Robustness

    ASJC Scopus subject areas

    • Artificial Intelligence
    • Computer Vision and Pattern Recognition
    • Human-Computer Interaction

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