Overview

The book introduces and discusses the future trends in computer science and artificial intelligence. These trends include image and speech technologies; virtual reality and multimedia systems; evolving systems and artificial life; artificial and natural neural networks; brain-computers; the Web, the intelligent agents on it, and the distributed processing systems; mobile robots in a real and in a virtual environment; bioinformatics, and the marriage of genetic engineering and information science. The book comprises chapters written by well-known specialists in this field and can be used by scientists and graduate students from different areas, as well as by a wider audience of people interested in the present and future development of intelligent systems, in all areas of information sciences.

Full Product Details

Author:   Nikola Kasabov
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Physica-Verlag GmbH & Co
Edition:   2000 ed.
Volume:   45
Dimensions:   Width: 15.50cm , Height: 2.30cm , Length: 23.50cm
Weight:   1.700kg
ISBN:  

9783790812763

ISBN 10:   3790812765
Pages:   412
Publication Date:   04 August 2000
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

I: Adaptive, evolving, learning systems.- 1. ECOS — Evolving Connectionist Systems — a new/old paradigm for on-line learning and knowledge engineering.- 2. Artificial life technology for adaptive information processing.- 3. Evolving ANN controllers for smart mobile robots.- 4. A simulation environment for the manipulation of naturally variable objects.- 5. Behavior-decision fuzzy algorithm for autonomous mobile robot.- 6. Modelling the emergence of speech and language through evolving connectionist systems.- II: Intelligent human computer interaction and scientific visualisation.- 7. Discovering the visual signature of painters.- 8. Multimodal interactions with agents in virtual worlds.- 9. Virtual BioBots.- III: New connectionist computational paradigms: Brainlike computing and quantum neural networks.- 10. Future directions for neural networks and intelligent systems from the brain imaging research.- 11. Quantum neural networks.- 12. Suprathreshold stochastic resonance in a neuronal network model: a possible strategy for sensory coding.- IV: Bioinformatics.- 13. Information science and bioinformatics.- 14. Neural network system for promoter recognition.- V: Knowledge representation, knowledge processing, knowledge discovery, and some applications.- 15. Granular computing: An introduction.- 16. A new paradigm shift from computation on numbers to computation on words on an example of linguistic database summarization.- 17. Hybrid intelligent decision support systems and applications for risk analysis and discovery of evolving economic clusters in Europe.- 18. Intelligent resource management through the constrained resource planning model.- 19. Evaluative studies of fuzzy knowledge discovery through NF systems.

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