__不平衡__：理_与算法

Description

�__不平衡__是机器__与_据挖掘_域的重要分支之一，其在很多_用_域中均___重要作用。本_首先系_地介_了与__不平衡__相_的一些基_概念及理_（第1、2章），_而在上述理_的基_上，__了一些主流的__不平衡__技_及__算法，具体包括_本采_技_（第3章）、代价敏感__技_（第4章）、_策_出__技_（第5章）、集成__技_（第6章）、主___技_（第7章）及一_分_技_（第8章）等。此外，也探_了_本不平衡分布的危害__估技_（第9章）。最后，___域未_的_展方向及_用前景做出了_述与展望（第10章）。

本_可作_高等院校与研究院所_算机、自_化及相___研究生的_外___籍，也可供_机器__及_据挖掘感_趣的研究人_和工程技_人____考。

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