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Title Computational modeling and simulation of intellect : current state and future perspectives / Boris Igelnik, editor
Published Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2011
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Description 1 online resource (596 pages) : illustrations (some color), digital files
Contents 1. Image processing for localization and parameterization of the glandular ducts of colon in inflammatory bowel diseases / Stanislaw Osowski ... [and others] -- 2. The Kolmogorov spline network for image processing / Pierre-Emmanuel Leni, Yohan Fougerolle, Fr̐Μưed̐Μưeric Truchetet -- 3. Intelligent information description and recognition in biomedical image databases / Khalifa Djemal, Hichem Maaref -- 4. Machine learning for visual navigation of unmanned ground vehicles / Artem Lenskiy, Jong-Soo Lee -- 5. Adaptive dynamic programming applied to a 6DoF Quadrotor / Petru Stingu, Frank Lewis -- 6. Cognitive based distributed sensing, processing, and communication / Roman Ilin, Leonid Perlovsky -- 7. Biogeography-based optimization for robot controller tuning / Paul Lozovyy, George Thomas, Dan Simon -- 8. An exposition of uncertain reasoning based analysis / Malcolm Beynon, Cathy Holt, Gemma Whatling -- 9. Sigma tuning of Gaussian kernels detection of ischemia from magnetocardiograms / Long Han ... [and others] -- 10. Artificial neural network modelling for waste / Eldon Rene ... [and others] -- 11. Motivated learning for computational intelligence / Janusz Starzyk -- 12. Topological coding in the hippocampus / Yuri Dabaghian, Anthony Cohn, Loren Frank -- 13. Knowledge representation as a tool for intelligence augmentation / Auke van Breemen, Jozsef Farkas, Janos Sarbo -- 14. Data discovery approaches for vague spatial data / Frederick Petry -- 15. Feature selection and ranking / Boris Igelnik --
16. Brain-like system for audiovisual person authentication based on time-to-first spike coding / Simei Wysoski, Lubica Benuskova, Nikola Kasabov -- 17. Modeling the intellect from a coordination perspective / Lars Tax̐Μưen -- 18. Information processing by chemical reaction-diffusion media / Nicholas Rambidi -- 19. MLVQ / Kai Ang, Chai Quek -- 20. Outlier detection in linear regression / A. Nurunnabi ... [and others] -- 21. Artificial intelligence techniques for unbalanced datasets in real world classification tasks / Marco Vannucci ... [and others] -- 22. Ability of the 1-n-1 complex-valued neural network to learn transformations / Tohru Nitta
Summary "This book confronts the problem of meaning by fusing together methods specific to different fields and exploring the computational efficiency and scalability of these methods"--Provided by publisher
Analysis Adaptive dynamic programming
Biogeography-based optimization
Computational efficiency
Fusion of interdisciplinary methods
Image analysis
Machine learning algorithms
Problem of meaning
Scalability of methods
Simulation of a transmission
Visual navigation
Bibliography Includes bibliographical references
Notes Mode of access: World Wide Web
Description based on title screen (IGI Global, viewed May 4, 2011)
Subject Machine learning.
Adaptive control systems.
Form Electronic book
Author Igelnik, Boris, 1940-
IGI Global.
LC no. 2010054438
ISBN 9781609605520 (ebook)