计算机工程2011，Vol.37Issue(15)：122-124,3.DOI:10.3969/j.issn.1000-3428.2011.15.038
一种改进的不平衡数据集分类方法
Improved Unbalanced Dataset Classification Method
摘要
Abstract
To improve the safety of the software, this paper proposes a software design and development method which based on Model Driven Architecture(MDA) and United Modeling Language(UML) extension mechanism. It adopts UML extension mechanism to build system safety-related Platform Independent Model(PIM), and brings forward the safety analysis of software at the early stage of design. It realizes software security property modeling with the method of MDA, and reduces risk and cost of later development period. Example of library management system proves the validity of the method.关键词
不平衡数据集/偏转森林/集成分类器/过抽样Key words
Model Driven Architecture(MDA)/United Modeling Language(UML)/Role-based Access Control(RBAC)/secure software development/Platform Independent Model(PIM)分类
信息技术与安全科学引用本文复制引用
赵秀宽,阳建宏,黎敏,徐金梧..一种改进的不平衡数据集分类方法[J].计算机工程,2011,37(15):122-124,3.基金项目
国家自然科学基金资助项目(50705069,50905013,50934007) （50705069,50905013,50934007）
高等学校博士学科点专项科研基金资助项目(20090006120007) （20090006120007）
中央高校基本科研业务费专项基金资助项目(FRF-TP-09-014A) （FRF-TP-09-014A）
