9780470879177

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

  • ISBN 13:

    9780470879177

  • ISBN 10:

    0470879173

  • Format: Hardcover
  • Copyright: 07/08/2014
  • Publisher: Wiley-IEEE Press

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, 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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