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A new paradigm of knowledge engineering by soft computing [electronic resource] / editor, Liya Ding.

Contributor(s): Ding, Liya | Fuzzy Logic Systems Institute | International Conference on Soft Computing (5th : 1998 : Iizuka-shi, Japan).
Material type: TextTextSeries: FLSI soft computing series: v. 5.Publisher: Singapore ; River Edge, NJ : World Scientific, c2001Description: 1 online resource (xiv, 374 p.) : ill.ISBN: 9789812794604 (electronic bk.); 9812794603 (electronic bk.).Subject(s): Soft computing -- Congresses | Fuzzy systems -- Congresses | Expert systems (Computer science) -- Congresses | Informatique douce | Syst�emes flous | Syst�emes experts (Informatique) | COMPUTERS -- Enterprise Applications -- Business Intelligence Tools | COMPUTERS -- Intelligence (AI) & SemanticsGenre/Form: Electronic books.Additional physical formats: Print version:: New paradigm of knowledge engineering by soft computing.DDC classification: 006.3 Online resources: EBSCOhost
Contents:
Machine generated contents note: Chapter 1 Knowledge Engineering and Soft Computing -An Introduction1 -- Liya Ding -- Part I: Fuzzy Knowledge-Based Systems -- Chapter 2 Linguistic Integrity: A Framework for Fuzzy Modeling -- -- AFRELI Algorithm15 -- Jaito Espinosa, Joos Vandewalle -- Chapter 3 A New Approach to Acquisition of Comprehensible -- Fuzzy Rules43 -- Hiroshi Ohno, Takeshi Furuhashi -- Chapter 4 Fuzzy Rule Generation with Fuzzy Singleton-Type -- Reasoning Method59 -- Yan Shi, Masaharu Mizumoto -- Chapter 5 Antecedent Validity Adaptation Principle for Table -- Look-Up Scheme 77 -- Ping-Tong Chan, Ahmad B. Rad -- Chapter 6 Fuzzy Spline Interpolation in Sparse Fuzzy Rule Bases 95 -- Mayuka E Kawaguchi, Masaaki Miyakoshi -- Chapter 7 Revision Principle Applied for Approximate Reasoning121 -- Liya Ding, Peizhuang Wang, Masao Mukaidono -- Chapter 8 Handling Null Queries with Compound Fuzzy Attributes149 -- Shyue-Liang Wang, Yu-Jane Tsai -- Chapter 9 Fuzzy System Description Language163 -- Kazuhiko Otsuka, Yuichiro Mori, Masao Mukaidono -- Part II: Knowledge Representation, Integration, and Discovery by -- Soft Computing -- Chapter 10 Knowledge Representation and Similarity Measure in -- Learning a Vague Legal Concept189 -- MingQiang Xu, Kaoru Hirota, Hajime Yoshino -- Chapter 11 Trend Fuzzy Sets and Recurrent Fuzzy Rules for Ordered -- Dataset Modelling213 -- Jim E Baldwin, Trevor P Martin, Jonathan M. Rossiter -- Chapter 12 Approaches to the Design of Classification Systems from -- Numerical Data and Linguistic Knowledge241 -- Hisao Ishibuchi, Manabu Nii, Tomoharu Nakashima -- Chapter 13 A Clustering based on Self-Organizing Map and Knowledge -- Discovery by Neural Network273 -- Kado Nakagawa, Naotake Kamiura, Yutaka Hata -- Chapter 14 Probabilistic Rough Induction297 -- Juzhen Dong, Ning Zhong, Setsuo Ohsuga -- Chapter 15 Data Mining via Linguistic Summaries of Databases: An -- Interactive Approach325 -- Janusz Kacprzyk, Slavomir Zadrozny -- About the Authors347 -- Keyword Index369.
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Extended versions of selected papers from the 5th International Conference on Soft Computing, originally published in 1998.

Machine generated contents note: Chapter 1 Knowledge Engineering and Soft Computing -An Introduction1 -- Liya Ding -- Part I: Fuzzy Knowledge-Based Systems -- Chapter 2 Linguistic Integrity: A Framework for Fuzzy Modeling -- -- AFRELI Algorithm15 -- Jaito Espinosa, Joos Vandewalle -- Chapter 3 A New Approach to Acquisition of Comprehensible -- Fuzzy Rules43 -- Hiroshi Ohno, Takeshi Furuhashi -- Chapter 4 Fuzzy Rule Generation with Fuzzy Singleton-Type -- Reasoning Method59 -- Yan Shi, Masaharu Mizumoto -- Chapter 5 Antecedent Validity Adaptation Principle for Table -- Look-Up Scheme 77 -- Ping-Tong Chan, Ahmad B. Rad -- Chapter 6 Fuzzy Spline Interpolation in Sparse Fuzzy Rule Bases 95 -- Mayuka E Kawaguchi, Masaaki Miyakoshi -- Chapter 7 Revision Principle Applied for Approximate Reasoning121 -- Liya Ding, Peizhuang Wang, Masao Mukaidono -- Chapter 8 Handling Null Queries with Compound Fuzzy Attributes149 -- Shyue-Liang Wang, Yu-Jane Tsai -- Chapter 9 Fuzzy System Description Language163 -- Kazuhiko Otsuka, Yuichiro Mori, Masao Mukaidono -- Part II: Knowledge Representation, Integration, and Discovery by -- Soft Computing -- Chapter 10 Knowledge Representation and Similarity Measure in -- Learning a Vague Legal Concept189 -- MingQiang Xu, Kaoru Hirota, Hajime Yoshino -- Chapter 11 Trend Fuzzy Sets and Recurrent Fuzzy Rules for Ordered -- Dataset Modelling213 -- Jim E Baldwin, Trevor P Martin, Jonathan M. Rossiter -- Chapter 12 Approaches to the Design of Classification Systems from -- Numerical Data and Linguistic Knowledge241 -- Hisao Ishibuchi, Manabu Nii, Tomoharu Nakashima -- Chapter 13 A Clustering based on Self-Organizing Map and Knowledge -- Discovery by Neural Network273 -- Kado Nakagawa, Naotake Kamiura, Yutaka Hata -- Chapter 14 Probabilistic Rough Induction297 -- Juzhen Dong, Ning Zhong, Setsuo Ohsuga -- Chapter 15 Data Mining via Linguistic Summaries of Databases: An -- Interactive Approach325 -- Janusz Kacprzyk, Slavomir Zadrozny -- About the Authors347 -- Keyword Index369.

Includes bibliographical references and index.

Description based on print version record.

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