[1]杨小兵,何灵敏,孔繁胜.切换回归模型的抗噪音聚类算法[J].智能系统学报,2009,4(6):497-501.[doi:10.3969/j.issn.1673-4785.2009.06.005]
 YANG Xiao-bing,HE Ling-min,KONG Fan-sheng.A noise-resistant clustering algorithm for switching regression models[J].CAAI Transactions on Intelligent Systems,2009,4(6):497-501.[doi:10.3969/j.issn.1673-4785.2009.06.005]
点击复制

切换回归模型的抗噪音聚类算法

参考文献/References:
[1]HAN Jiawei,KAMBER M. 数据挖掘概念与技术[M]. 范明, 孟小峰,译. 北京:机械工业出版社, 2001: 223-261.
[2]HAMERMESH D S. Wage bargains, threshold effects, and the Phillips curve[J]. Quarterly Journal of Economics, 1970, 84(3):501-517.
[3]QUANDT R E. A new approach to estimating switching regressions[J]. J Amer Statist Ass, 1972, 67(338): 306-310.
[4]QUANDT R E, RAMSEY J B. Estimating mixtures of normal distributions and switching regressions[J]. J Amer Statist Ass, 1978, 73: 730-752.
[5]HOSMER D W. Maximum likelihood estimates of the parameters of a mixture of two regression lines[J]. Communications in Statistics, 1974, 3(10):995-1005.
[6]BEZDEK J C. Pattern recognition with fuzzy objective function algorithms[M]. New York: Plenum Press, 1981:88-94.
[7]HATHAWAY R J, BEZDEK J C. Switching regression models and fuzzy clustering[J]. IEEE Trans on Fuzzy Systems, 1993, 1(3):195-204.
[8]OHTA T, YAMAKAWA A, ICHIHASHI H, et al. Projection pursuit switching regression[C]//Proc of 5th International Conference on Soft Computing. Iizuka, Japan, 1998:775-778.
[9]OHTA T, YAMAKAWA A, ICHIHASHI H,et al. Projection pursuit switching regression for analysis of psychological feelings[J]. Journal of Biomedical Soft Computing and Human Sciences, 1998, 4(1): 15-21.
[10]沈红斌, 王士同, 吴小俊. 离群模糊核聚类算法[J]. 软件学报, 2004, 15(7):1021-1029. 
 SHEN Hongbin, WANG Shitong, WU Xiaojun. Fuzzy kernel clustering with outliers[J].Journal of Software, 2004, 15(7): 1021-1029.
[11]WANG Shitong, JIANG Haifeng, LU Hongjun. A new integrated clustering algorithm GFC and switching regression[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2002, 16(4):433-446.
[12]陆宏钧, 江海峰, 王士同. 关于切换回归的集成模糊聚类算法GFC[J]. 软件学报,2002,13(10):1905-1914. 
LU Hongjun, JIANG Haifeng,WANG Shitong. An integrated fuzzy clustering algorithm GFC for switching regressions[J]. Journal of Software, 2002, 13(10): 1905-1914.
相似文献/References:
[1]季瑞瑞,刘 丁.支持向量数据描述的基因表达数据聚类方法[J].智能系统学报,2009,4(6):544.[doi:10.3969/j.issn.1673-4785.2009.06.013]
 JI Rui-rui,LIU Ding.Improved gene expression data clustering using a support vector domain description algorithm[J].CAAI Transactions on Intelligent Systems,2009,4(6):544.[doi:10.3969/j.issn.1673-4785.2009.06.013]
[2]张秀玲,逄宗鹏,李少清,等.ANFIS的板形控制动态影响矩阵方法[J].智能系统学报,2010,5(4):360.
 ZHANG Xiu-ling,PANG Zong-peng,LI Shao-qing,et al.A dynamic influence matrix method for flatness control based on adaptivenetworkbased fuzzy inference systems[J].CAAI Transactions on Intelligent Systems,2010,5(6):360.
[3]李伟,杨晓峰,张重阳,等.复杂网络社团的投影聚类划分[J].智能系统学报,2011,6(1):57.
 LI Wei,YANG Xiaofeng,ZHANG Chongyang,et al.A clustering method for community detection on complex networks[J].CAAI Transactions on Intelligent Systems,2011,6(6):57.
[4]陈岳峰,苗夺谦,李文,等.基于概念的词汇情感倾向识别方法[J].智能系统学报,2011,6(6):489.
 CHEN Yuefeng,MIAO Duoqian,LI Wen,et al.Semantic orientation computing based on concepts[J].CAAI Transactions on Intelligent Systems,2011,6(6):489.
[5]方然,苗夺谦,张志飞.一种基于情感的中文微博话题检测方法[J].智能系统学报,2013,8(3):208.
 FANG Ran,MIAO Duoqian,ZHANG Zhifei.An emotion-based method of topic detection from Chinese microblogs[J].CAAI Transactions on Intelligent Systems,2013,8(6):208.
[6]刘恋,常冬霞,邓勇.动态小生境人工鱼群算法的图像分割[J].智能系统学报,2015,10(5):669.[doi:10.11992/tis.201501001]
 LIU lian,CHANG Dongxia,DENG Yong.An image segmentation method based on dynamic niche artificial fish-swarm algorithm[J].CAAI Transactions on Intelligent Systems,2015,10(6):669.[doi:10.11992/tis.201501001]
[7]刘贝贝,马儒宁,丁军娣.基于密度的统计合并聚类算法[J].智能系统学报,2015,10(5):712.[doi:10.11992/tis.201410028]
 LIU Beibei,MA Runing,DING Jundi.Density-based statistical merging clustering algorithm[J].CAAI Transactions on Intelligent Systems,2015,10(6):712.[doi:10.11992/tis.201410028]
[8]朱书伟,周治平,张道文.融合并行混沌萤火虫算法的K-调和均值聚类[J].智能系统学报,2015,10(6):872.[doi:10.11992/tis.201505043]
 ZHU Shuwei,ZHOU Zhiping,ZHANG Daowen.K-harmonic means clustering merged with parallel chaotic firefly algorithm[J].CAAI Transactions on Intelligent Systems,2015,10(6):872.[doi:10.11992/tis.201505043]
[9]谷飞洋,田博,张思萌,等.基于置换检验的聚类结果评估[J].智能系统学报,2016,11(3):301.[doi:10.11992/tis.201603038]
 GU Feiyang,TIAN Bo,ZHANG Simeng,et al.Statistical evaluation of the clustering results based on permutation test[J].CAAI Transactions on Intelligent Systems,2016,11(6):301.[doi:10.11992/tis.201603038]
[10]王跃,杨燕,王红军.一种基于少量标签的改进迁移模糊聚类[J].智能系统学报,2016,11(3):310.[doi:10.11992/tis.201603046]
 WANG Yue,YANG Yan,WANG Hongjun.An improved transfer fuzzy clustering with few labels[J].CAAI Transactions on Intelligent Systems,2016,11(6):310.[doi:10.11992/tis.201603046]

备注/Memo

收稿日期:2009-05-11.
基金项目:国家自然科学基金资助项目(60842009).
作者简介:杨小兵,男,1976年生,博士,副教授,硕士生导师,主要研究方向为数据挖掘、知识工程等,发表学术论文10余篇,其中多篇被SCI、EI检索.
何灵敏,男,1974年生,博士,副教授,硕士生导师,主要研究方向为数据挖掘、机器学习等.
孔繁胜,男,1946年生,教授,博士生导师,主要研究方向为知识工程、数据挖掘、人工智能等,获国家科技进步三等奖1项、省部级科技进步一等奖1项、二等奖和三等奖各2项,1993年起享受国务院特殊津贴.在国内外重要刊物上发表学术论文30余篇,出版专著3部.

更新日期/Last Update: 2010-02-17
Copyright @ 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134