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Advances in Neuro-Information Processing [electronic resource] : 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II / edited by Mario Köppen, Nikola Kasabov, George Coghill.

Contributor(s): Köppen, Mario [editor.] | Kasabov, Nikola [editor.] | Coghill, George [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 5507Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009Edition: 1st ed. 2009.Description: XXXVIII, 1087 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642030406.Subject(s): Computer networks  | Computer science | Artificial intelligence | Computers, Special purpose | Computer simulation | Computer Communication Networks | Theory of Computation | Artificial Intelligence | Models of Computation | Special Purpose and Application-Based Systems | Computer ModellingAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 004.6 Online resources: Click here to access online
Contents:
Neural Network Based Semantic Web, Data Mining and Knowledge Discovery -- Neural Networks Learning Paradigm -- Kernel Methods and SVM -- Neural Networks as a Soft Computing Technology -- Neural Networks and Pattern Recognition -- Neuromorphic Hardware and Embedded Neural Networks -- Machine Learning and Information Algebra -- Brain-Computer Interface -- Neural Network Implementations.
In: Springer Nature eBookSummary: The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.
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Neural Network Based Semantic Web, Data Mining and Knowledge Discovery -- Neural Networks Learning Paradigm -- Kernel Methods and SVM -- Neural Networks as a Soft Computing Technology -- Neural Networks and Pattern Recognition -- Neuromorphic Hardware and Embedded Neural Networks -- Machine Learning and Information Algebra -- Brain-Computer Interface -- Neural Network Implementations.

The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.

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