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Incremental Learning in Intelligent Systems : From Single-task to Multi-task Learning,9780470879177
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Incremental Learning in Intelligent Systems : From Single-task to Multi-task Learning

by ; ;
Edition:
1st
ISBN13:

9780470879177

ISBN10:
0470879173
Format:
Hardcover
Pub. Date:
7/8/2014
Publisher(s):
Wiley-IEEE Press

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What version or edition is this?
This is the 1st edition with a publication date of 7/8/2014.
What is included with this book?
  • The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any CDs, lab manuals, study guides, etc.
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Summary

Incremental learning is the key to creating a new learning paradigm for building a real sense of intelligent systems. This book offers a foundation of incremental learning and is filled with state of art methods and applications. The book puts the focus on incremental learning not only for a single task but also for multiple tasks. Incremental learning provides a general learning paradigm to build fully automated and autonomous intelligent systems that can improve the performance without any human intervention. Incremental learning includes several crucial learning schemes such as on-line learning, continuous learning, and multi-task learning.


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