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Item Details
| Title:
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INTRODUCTION TO SEMI-SUPERVISED LEARNING
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| By: |
Zenglin Xu, Irwin King |
| Format: |
Electronic book text |
| List price:
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£59.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1439826102 |
| ISBN 13: |
9781439826102 |
| Publisher: |
TAYLOR & FRANCIS INC |
| Pub. date: |
1 August, 2010 |
| Pages: |
250 |
| Synopsis: |
Including the historical background and recent advances in the field as well as theoretical perspectives and real-world applications, this book outlines a systematic framework for implementing semi-supervised learning methods. It provides a toolbox on semi-supervised learning algorithms, presenting illustrations and examples of each algorithm. The book defines and distinguishes supervised learning, unsupervised learning, semi-supervised learning, and other relevant learning tasks. It discusses important semi-supervised learning models, including generative models for semi-supervised learning, semi-supervised support vector machines, and graph-based semi-supervised learning methods. |
| Illustrations: |
80 Illustrations, black and white |
| Publication: |
US |
| Imprint: |
CRC Press Inc |
| Returns: |
Non-returnable |
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