Self-adaptive systems for machine intelligence /

• Main Author: He, Haibo, 1976-
• Corporate Author: Wiley InterScience (Online service)
• Format: eBook
• Language: English
• Published: Hoboken, N.J. : Wiley, [2011]
• Subjects: 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...

Table of Contents:

• 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.