عنوان

Self-adaptive systems for machine intelligence /

(Number (ISBN

0470343966 (hardback)

(Number (ISBN

9780470343968 (hardback)

Number

dltt

Title Proper

Self-adaptive systems for machine intelligence /

General Material Designation

[Book]

First Statement of Responsibility

Haibo He

Date

1106

Specific Material Designation and Extent of Item

xvi, 230 pages :

Other Physical Details

illustrations ;

Dimensions

24 cm

Text of Note

Includes bibliographical references and index

Text of Note

Introduction -- Incremental learning -- Imbalanced learning -- Ensemble learning -- Adaptive dynamic programming for machine intelligence -- Associative learning -- Sequence learning -- Hardware design for machine intelligence

0

Text of Note

"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 adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and weaknesses of the current state-of-the-art of knowledge, give rise to new research directions, and educate future professionals in this domain"--

Text of Note

"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 adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and weaknesses of the current state-of-the-art of knowledge, give rise to new research directions, and educate future professionals in this domain. Self-adaptive intelligent systems have wide applications from military security systems to civilian daily life. In this book, different application problems, including pattern recognition, classification, image recovery, and sequence learning, will be presented to show the capability of the proposed systems in learning, memory, and prediction. Therefore, this book will also provide potential new solutions to many real-world applications"--

Artificial intelligence

Machine learning

Self-organizing systems

Number

Edition

Class number

Book number

He, Haibo,1976-

Date of Transaction

20160712082918.0

Electronic name

[Book]

Y