[1]SALTON G, WANG A, YANG C S. A vector space model for automatic indexing [J]. Communication of the ACM, 1975, 18(5):613-620.[2]LEWIS D D. Feature selection and feature extraction for text categorization [C]// Proceedings of the Workshop on Speech and Natural Language.New York: Association for Computational Linguistics,1992:212-217.[3]李慧,叶鸿,潘学瑞,等.基于SVM的垃圾短信过滤系统[J].计算机安全,2012,13(6):34-38.[4]冯鸥鹏.垃圾短信过滤中字特征与词特征对过滤效果的比较研究[D].北京:北京邮电大学,2011.[5]徐易.基于短文本的分类算法研究[D].上海:上海交通大学,2010.[6]LAN M, TAN C L, SU J, et al. Supervised and traditional term weighting methods for automatic text categorization [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31(4): 721-735.[7]张兢,候旭东,吕和胜.基于朴素贝叶斯和支持向量机的短信智能分析系统设计[J]. 重庆理工大学学报:自然科学版, 2010,24(1):77-81.[8]陈功平,沈明玉,王红,等.基于内容的短信分类技术[J].华东理工大学学报:自然科学版,2011,37(6):770-774.[9]GANIZ M C. Higher order Nave Bayes: a novel non-IID approach to text classification[J]. IEEE Transactions on Knowledge and Data Engineering,2011,23(7):1022-1034.[10]ZHANG H J.Textual and visual content-based anti-phishing: a Bayesian approach[J].IEEE Transactions on Neural Networks,2011,22(10):1532-1546.[11]WONG T-L, LAM W.Learning to adapt Web information extraction knowledge and discovering new attributes via a Bayesian approach[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(4):523-536.[12]BELEM D. Content filtering for SMS systems based on Bayesian classifier and word grouping[C]// LANOMS 2011: The 7th Network Operations and Management Symposium. Piscataway: IEEE Press, 2011:1-7.[13]UYSAL A K, GNAL S, ERIGIN S, et al. Detection of SMS spam messages on mobile phones[C]// SIU: The 20th Signal Processing and Communications Applications Conference. Piscataway: IEEE Press, 2012:1-4.[14]VAHORA S, HASAN M, LAKHANI R. Novel approach: Nave Bayes with vector space model for spam classification[C]// 2011 Nirma University International Conference on Engineering. Ahmedabad Gujarat:Nirma University Press, 2011: 1-5.[15]GUNAL S, ERGIN S, GUNAL E S. Detection of SMS spam messages on mobile phones [C]// The 20th Signal Processing and Communications Applications Conference. Piscataway: IEEE Press, 2012: 1-4.[16]HAN K, RRIM H, SUNG H M. Some effective techniques for Naive Bayes text classification [J]. IEEE Transactions on Knowledge and Data Engineering, 2006, 18(11):1457-1466.[17]KHEMAPATAPAN C. Thai-English spam SMS filtering[C]//APCC: The 16th Asia-Pacific Communications. Piscataway: IEEE Press, 2010:226-230.[18]张玉芳,彭时名,吕佳. 基于文本分类TFIDF方法的改进与应用[J]. 计算机工程,2006,32(19):76-78.[19]雷杨.基于集成学习的垃圾短信多级分类技术研究[D].成都: 电子科技大学,2011.[20]刘金岭. 基于上下文的短信文本分类方法[J].计算机工程,2011,37(10): 41-43. [21]DEBOLE F,SEBASTIANI F.Supervised term weighting for automated text categorization [C]// Proceedings of the 18 ACM Symposium on Applied Computing. New York: ACM Press,2003:784-788. |