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Classification and modeling with linguistic information granules : advanced approaches advanced approaches to linguistic data mining

Author: Hisao Ishibuchi; Tomoharu Nakashima; Manabu Nii
Publisher: New York : Springer, ©2005.
Series: Advanced information processing.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

While words play a central role in human information processing, linguistic models are not often used in the fields of classification and modeling. If there is no goal other than the maximization of  Read more...

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Genre/Form: Electronic books
Classification
Additional Physical Format: Print version:
Ishibuchi, Hisao.
Classification and modeling with linguistic information granules.
New York : Springer, ©2005
(DLC) 2004114623
(OCoLC)59003662
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Hisao Ishibuchi; Tomoharu Nakashima; Manabu Nii
ISBN: 9783540268758 3540268758 3540207678 9783540207672
OCLC Number: 262677773
Description: 1 online resource (xi, 307 pages) : illustrations.
Contents: Linguistic Information Granules.- Pattern Classification with Linguistic Rules.- Learning of Linguistic Rules.- Input Selection and Rule Selection.- Genetics-Based Machine Learning.- Multi-Objective Design of Linguistic Models.- Comparison of Linguistic Discretization with Interval Discretization.- Modeling with Linguistic Rules.- Design of Compact Linguistic Models.- Linguistic Rules with Consequent Real Numbers.- Handling of Linguistic Rules in Neural Networks.- Learning of Neural Networks from Linguistic Rules.- Linguistic Rule Extraction from Neural Networks.- Modeling of Fuzzy Input-Output Relations.
Series Title: Advanced information processing.
Responsibility: Hisao Ishibuchi, Tomoharu Nakashima, Manabu Nii.
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