Imbalanced Learning pdf epub mobi txt 電子書下載2025

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出版者:

作者:He, Haibo; Ma, Yunqian;

出品人:

頁數:216

译者:

出版時間:2013-7

價格:$ 135.60

裝幀:

isbn號碼:9781118074626

叢書系列:

圖書標籤:

Machine_Learning
ML

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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.