参考文献
[1]He Haibo,Garcia E A.Learning from Imbalanced Data[J].IEEE Transactions on Knowledge and Data Engineering,2009,21(9):1263-1284.
[2]Iman R L,Davenport J M.Approximations of the Critical Region of the Friedman Statistic[J].Communications in Statistics,1980,9(6):571-579.
[3]Lan Man,Tan Chew-lim,Su Jian.Supervised and Traditional Term Weighting Methods for Automatic Text Categorization[J].IEEE Transactions on Pattern Analysis and Machine Intelligene,2009,31(4):721-735.
[4]陈亮,龚俭.基于卡方统计的应用协议流量行为特征分析方法[J].软件学报,2010,21(11):2852-2865.
[5]Li Yujian,Zhou Lanzhen,Cao Weiping.Joint Feature Selection Method of Document Frequency and CHI with Application to Web Pages Categorization[J].Journal of Beijing University of Technology,2008,34(9):995-1000.
[6]Yang Yiming,Pedersen J O.A Comparative Study on Feature Selection in Text Categorization[C]//Pro-ceedings of the 14th International Conference on Machine Learning.San Francisco,USA:Morgan Kaufmann,1997:412-420.
[7]Meesad P,Boonrawd P,Nuipian V.A Chi-Square-Test for Word Importance Differentiation in Text Classifica-tion[C]//Proceedings of International Conference on Information and Electronics Engineering.Singapore:IACSIT Press,2011:110-114
[8]刘海峰,苏展,刘守生.一种基于词频信息的改进CHI文本特征选择[J].计算机工程与应用,2013,49(22):110-114.
[9]邱云飞.基于方差的CHI特征选择方法[J].计算机应用研究,2012,29(4):13-16.
[10]宋惟然.中文文本分类中的特征选择和权重计算方法研究[D].北京:北京工业大学,2013.
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(上接第198页)
[11]Zhen Zhaohui,Wu Xiaoyun,Srihari R.Feature Selection for Text Categorization on Imbalanced Documents[J].SIGKDD Explorations News letters,2004,6(1):80-89.
[12]谢娜娜,房斌,吴磊.不均衡数据集上文本分类方法研究[J].计算机工程与应用,2013,49(20):118-121.
[13]李学明,李海瑞,薛亮,等.基于信息增益与信息熵的TFIDF算法[J].计算机工程,2012,38(8):37-40.
[14]李艳娇,蒋同海.基于改进权重贝叶斯的维文文本分类模型[J].计算机工程与设计,2012,33(12):4726-4730.
[15]Yao Bin,Li Feifei,Kumar P.K Nearst Neighbor Queries and kNN Joins in Large Relational Database (Almost) for Free[C]//Proceedings of the 26th IEEE International Conference on Data Engineering.Washington D.C.,USA:IEEE Press,2010:4
-15.
[16]Lewis D.Naive (Bayes) at Forty:The Independence Assumption in Information Retrieval[J].European Heart Journal,1998,21(15):1204-1209.
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