Handbook on Neural Information Processing: 49 (Intelligent Systems Reference Library) - Softcover

Softcover

ISBN 10: 3642429890 ISBN 13: 9783642429897

Verlag: Springer, 2015

Inhaltsangabe

This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include:

• Deep architectures
• Recurrent, recursive, and graph neural networks
• Cellular neural networks
• Bayesian networks
• Approximation capabilities of neural networks
• Semi-supervised learning
• Statistical relational learning
• Kernel methods for structured data
• Multiple classifier systems
• Self organisation and modal learning
• Applications to content-based image retrieval, text mining in large document collections, and bioinformatics

This book is thought particularly for graduate students, researchers and practitioners, willing to deepen their knowledge on more advanced connectionist models and related learning paradigms.

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This handbook presents some of the most recent topics in neural information processing, covering both theoretical concepts and practical applications. The contributions include:

Deep architectures

Recurrent, recursive, and graph neural networks

Cellular neural networks

Bayesian networks

Approximation capabilities of neural networks

Semi-supervised learning

Statistical relational learning

Kernel methods for structured data

Multiple classifier systems

Self organisation and modal learning

Applications to content-based image retrieval, text mining in large document collections, and bioinformatics

This book is thought particularly for graduate students, researchers and practitioners, willing to deepen their knowledge on more advanced connectionist models and related learning paradigms.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2015
• Sprache: Englisch
• ISBN 10: 3642429890
• ISBN 13: 9783642429897
• Einband: Tapa blanda
• Anzahl der Seiten: 560
• Herausgeber: Bianchini Monica, Maggini Marco, Jain Lakhmi C.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland