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Item Details
Title: IMBALANCED LEARNING
FOUNDATIONS, ALGORITHMS, AND APPLICATIONS
By: Haibo He (Editor), Yunqian Ma (Editor)
Format: Hardback

List price: £107.95
Our price: £97.16
Discount:
10% off
You save: £10.79
ISBN 10: 1118074629
ISBN 13: 9781118074626
Availability: Usually dispatched within 1-3 weeks.
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Stock: Currently 0 available
Publisher: JOHN WILEY & SONS INC
Pub. date: 1 July, 2013
Pages: 216
Description: Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few.
Synopsis: Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few. The first comprehensive look at this new branch of machine learning, this volume offers a critical review of the problem of imbalanced learning, covering the state-of-the-art in techniques, principles, and real-world applications. Scientists and engineers will learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research direction.
Illustrations: illustrations
Publication: US
Imprint: John Wiley & Sons Inc
Returns: Returnable
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IMBALANCED LEARNING
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INTELLIGENT VIDEO SURVEILLANCE
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INTRODUCTION TO PREDICTIVE LEARNING (HB)
MANIFOLD LEARNING THEORY AND APPLICATIONS
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SELF-ADAPTIVE SYSTEMS FOR MACHINE INTELLIGENCE
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