Fuzzy logic in artificial intelligence : IJCAI '97 Workshop, Nagoya, Japan, August 23-24, 1997 : selected and invited papers

Anca L. Ralescu, James G. Shanahan (eds.)

This volume constitutes the thoroughly refereed post-workshop proceedings of an international workshop on fuzzy logic in Artificial Intelligence held in Negoya, Japan during IJCAI '97. The 17 revised full papers presented have gone through two rounds of reviewing and revision. Three papers by leading authorities in the area are devoted to the general relevance of fuzzy logic and fuzzy sets to AI. The remaining papers address various relevant issues ranging from theory to application in areas like knowledge representation, induction, logic programming, robotics, pattern recognition, etc.

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[目次]

  • Some reflections on the relationship between AI and fuzzy logic (FL) -A heretical view.- The place of fuzzy logic in AI.- Mass assignment fundamentals for computing with words.- A method to use uncertain domain knowledge in the induction of classification knowledge based on ID3.- Fril++ a language for object-oriented programming with uncertainty.- Case-based reasoning: A fuzzy approach.- System identification of fuzzy cartesian granule feature models using genetic programming.- Deep fusion of symbolic and computational processing for next generation user interface.- Reasoning with words about geographic information.- Fuzzy morphology and fuzzy distances: New definitions and links in both euclidean and geodesic cases.- An application of possibility theory information fusion to satellite image classification.- Pattern recognition of strong graphs based on possibilistic c-means and k-formulae matching.- A fuzzy-neural model for co-ordination in air traffic flow management.- From numerical interpolation to constructing intelligent behaviours.- A brief logopedics for the data used in a Neuro-fuzzy milieu.- Evaluation of fuzzy quantified expressions.

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この本の情報

書名 Fuzzy logic in artificial intelligence : IJCAI '97 Workshop, Nagoya, Japan, August 23-24, 1997 : selected and invited papers
著作者等 International Joint Conference on Artificial Intelligence
Ralescu, Anca L.
Shanahan James G. (Clairvoyance Cooperation)
Shanahan James G.
シリーズ名 Lecture notes in computer science
出版元 Springer
刊行年月 c1999
版表示 2 ed
ページ数 x, 244 p.
大きさ 24 cm
ISBN 3540663746
NCID BA42597854
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言語 英語
出版国 ドイツ
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