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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

ISBN13:

9780470879177

by ; ;
ISBN10:
0470879173
Format:
Hardcover
Pub. Date:
7/8/2014
Publisher(s):
Wiley-IEEE Press
Availability:
This title is currently not available.
List Price: $115.00

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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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