Methodologies for the conception, design and application of soft computing : proceedings of the 5th International Conference on Soft Computing and Information/Intelligent Systems, Iizuka, Fukuoka, Japan, October 16-20, 1998

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書誌事項

Methodologies for the conception, design and application of soft computing : proceedings of the 5th International Conference on Soft Computing and Information/Intelligent Systems, Iizuka, Fukuoka, Japan, October 16-20, 1998

editors, Takeshi Yamakawa, Gen Matsumoto ; [sponsored by] International Fuzzy Systems Association (IFSA) ... [et. al.]

World Scientific, c1998

  • : set
  • : set : pbk
  • v. 1
  • v. 1 : pbk
  • v. 2
  • v. 2 : pbk

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注記

Includes bibliographical references and indexes

内容説明・目次

内容説明

Soft computing is the common name for a certain form of natural information processing that has its original form in biology, especially in the function of human brain. It is a discipline rooted in a group of technologies such as fuzzy logic, neural networks, chaos, genetic algorithms, probabilistic reasoning and learning algorithms. Today, soft computing has become an acknowledged concept; however, for a long time, such components of soft computing have been debated and individually developed.Since its beginning in 1990, the series of IIZUKA conferences has covered various kinds of technologies that constitute soft computing. This series has played a pioneering role in promoting the development of a symbiotic relationship between the various technologies of soft computing.At IIZUKA'98, the 5th International Conference on Soft Computing and Information/Intelligent Systems, new developments and results in this field were introduced and discussed by researchers from academic, governmental and industrial institutions around the world.This volume presents the opening lecture by Prof. Walter J Freeman, the keynote speech by Dr Gen Matsumoto, the plenary lectures by 5 eminent researchers and about 230 carefully selected papers drawn from more than 25 countries. It documents current research and in-depth studies on the fundamental aspects of soft computing and their practical applications.

目次

  • Volume 1: opening lectures
  • keynote speech
  • plenary lectures
  • methods for multivariate data projection and visual analysis
  • bio-inspired hardware systems
  • hardware implementation of soft computing
  • bio algorithms
  • bio-inspired hardware
  • coupled systems
  • blind sources separation and independent components analyses
  • special session on soft computing in power electronics
  • learning algorithm
  • soft computing in facial expression and recognition
  • information processing in human-centred systems
  • emotional information processing
  • diagnostic systems
  • what should be computed to understand and make brain function?
  • special session on soft computing in medical image processing in co-operation with bisc-special interest group in medical imaging
  • biomedical application of soft computing
  • fuzzy measures and integrals - theory and applications
  • fuzzy reasoning and retrieval
  • intelligent systems using fuzzy logic
  • fuzzy logic control
  • fuzzy modelling. Volume 2: neuro-fuzzy systems
  • neural network design and evaluation
  • uncertainty, affordance and sparse data analysis
  • application of soft computing
  • practical application of soft computing
  • fuzzy mathematics
  • fuzzy clustering
  • dynamical systems
  • genetic algorithm
  • chaotic systems
  • knowledge discovery
  • knowledge acquisition
  • pattern recognition
  • demonstration session.

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