Imbalanced Learning : Foundations, Algorithms, and Applications by Yunqian Ma (2013, Hardcover)
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Due to the inherent complex characteristics of imbalanced data sets, learning from such data requires new understandings, principles, algorithms, and tools to transform vast amounts of raw data efficiently into information and knowledge representation.