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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
Database:WorldCat
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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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