Self-adaptive systems for machine intelligence /

• Κύριος συγγραφέας: He, Haibo, 1976-
• Συγγραφή απο Οργανισμό/Αρχή: Wiley InterScience (Online service)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, [2011]
• Θέματα: Machine learning.; Self-organizing systems.; Artificial intelligence.; COMPUTERS > Neural Networks.; COMPUTERS > Enterprise Applications > Business Intelligence Tools.; COMPUTERS > Intelligence (AI) & Semantics.; Electronic books.

"This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adap...

Πίνακας περιεχομένων:

• Frontmatter
• Introduction
• Incremental Learning
• Imbalanced Learning
• Ensemble Learning
• Adaptive Dynamic Programming for Machine Intelligence
• Associative Learning
• Sequence Learning
• Hardware Design for Machine Intelligence
• List of Abbreviations
• Index.