Future Directions for Intelligent Systems and Information Sciences

The Future of Speech and Image Technologies, Brain Computers, WWW, and Bioinformatics

AvNikola Kasabov

Inbunden, Engelska, 2000

Del i serien Studies in Fuzziness and Soft Computing

1 656 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2000-08-04
Mått:155 x 235 x undefined mm
Vikt:799 g
Format:Inbunden
Språk:Engelska
Serie:Studies in Fuzziness and Soft Computing
Antal sidor:412
Upplaga:2000
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783790812763

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Webbprogrammering inom Data och IT

Innehållsförteckning

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.