By Hisao Ishibuchi,Tomoharu Nakashima,Manabu Nii

ISBN-10: 3540207678

ISBN-13: 9783540207672

ISBN-10: 3642058604

ISBN-13: 9783642058608

while computers can simply deal with even complex and nonlinear mathematical versions, human info processing is principally according to linguistic wisdom. So the most benefit of utilizing linguistic phrases in spite of imprecise levels is the intuitive interpretability of linguistic principles. Ishibuchi and his coauthors clarify how type and modeling will be dealt with in a human-understandable demeanour. They layout a framework that could extract linguistic wisdom from numerical info by means of first determining linguistic phrases, then combining those phrases into linguistic ideas, and at last developing a rule set from those linguistic ideas. They mix their process with cutting-edge gentle computing ideas corresponding to multi-objective genetic algorithms, genetics-based desktop studying, and fuzzified neural networks. eventually they display the usability of the mixed recommendations with numerous simulation effects. during this principally self-contained quantity, scholars focusing on smooth computing will savour the certain presentation, conscientiously mentioned algorithms, and the various simulation experiments, whereas researchers will discover a wealth of latest layout schemes, thorough research, and encouraging new research.

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Classification and Modeling with Linguistic Information Granules: Advanced Approaches to Linguistic Data Mining (Advanced Information Processing) by Hisao Ishibuchi,Tomoharu Nakashima,Manabu Nii


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