[1] |
LLOYD S P.Least squares quantization in PCM[J].IEEE Transactions on Information Theory,1982,28(2):129-137.
|
[2] |
RODRIGUEZ A,LAIO A.Clustering by fast search and find of density peaks[J].Science,2014,344(6191):1492-1496.
|
[3] |
ESTER M,KRIEGEL H P,SANDER J,et al.A density-based algorithm for discovering clusters in large spatial databases with noise[C]//Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining.[S.l.]:AAAI Press,1996:226-231.
|
[4] |
许合利,牛丽君.基于层次与密度的任意形状聚类算法[J].计算机工程,2016,42(7):159-164.
|
[5] |
LINGRAS P.Rough set clustering for Web mining[C]//Proceedings of 2002 IEEE International Conference on Fuzzy Systems.Washington D.C.,USA:IEEE Press,2002:1039-1044.
|
[6] |
LINGRAS P,WEST C.Interval set clustering of Web users with Rough K-means[J].Journal of Intelligent Information Systems,2004,23(1):5-16.
|
[7] |
PETERS G.Outliers in Rough K-means clustering[J].Lecture Notes in Computer Science,2005,3776(11):702-707.
|
[8] |
PETERS G.Rough clustering utilizing the principle of indifference[J].Information Science,2014,277(2):358-374.
|
[9] |
马福民,逯瑞强,张腾飞.基于边界区域局部模糊增强的πRKM聚类算法[J].控制与决策,2017,32(11):1949-1956.
|
[10] |
ZHANG Tengfei,MA Fumin.Improved Rough K-means clustering algorithm based on weighted distance measure with Gaussian function[J].International Journal of Computer Mathematics,2017,94(4):663-675.
|
[11] |
HUANG Zhexue.Clustering large data sets with mixed numeric and categorical values[C]//Proceedings of the 1st Pacific-Asia Conference on Knowledge Discovery and Data Mining.Washington D.C.,USA:IEEE Press,1997:21-34.
|
[12] |
JI Jinchao,BAI Tian,ZHOU Chunguang,et al.An improved K-prototypes clustering algorithm for mixed numeric and categorical data[J].Neurocomputing,2013,120:590-596.
|
[13] |
LI Cen,BISWAS G.Unsupervised learning with mixed numeric and nominal data[J].IEEE Transactions on Knowledge and Data Engineering,2002,14(4):673-690.
|
[14] |
JIA Hong,CHEUNG Yiuming.Subspace clustering of categorical and numerical data with an unknown number of clusters[J].IEEE Transactions on Neural Networks and Learning Systems,2018,29(8):3308-3325.
|
[15] |
SALGADO C M,VIEIRA S M,SOUSA J M C.Mixed fuzzy clustering for deriving predictive models in intensive care units[M]//KAHRAMAN C,TOPCU Y I.Operations research applications in health care management.Berlin,Germany:Springer,2018.
|
[16] |
FISHBURN P C.Utility theory for decision making[J].Publications in Operations Research,1970,22:308-309.
|
[17] |
YAO Yiyu.Decision-theoretic rough set models[C]//Proceedings of International Conference on Rough Sets and Knowledge Technology.Berlin,Germany:Springer,2007:1-12.
|
[18] |
YAO Y Y,WONG S K M.A decision theoretic framework for approximating concepts[J].International Journal of Man-Machine Studies,1992,37(6):793-809.
|
[19] |
YAO Yiyu,LINGRAS P,WANG Ruichu,et al.Interval set cluster analysis:a re-formulation[C]//Proceedings of International Workshop on Rough Sets,Fuzzy Sets,Data Mining,and Granular-Soft Computing.Berlin,Germany:Springer,2009:398-405.
|
[20] |
LINGRAS P,CHEN Min,MIAO Duoqian.Qualitative and quantitative combinations of crisp and rough clustering schemes using dominance relations[J].International Journal of Approximate Reasoning,2014,55(1):238-258.
|
[21] |
LI Min,DENG Shaobo,WANG Lei,et al.Hierarchical clustering algorithm for categorical data using a probabilistic rough set model[J].Knowledge-based Systems,2014,65:60-71.
|
[22] |
YAGER R R,KACPRZYK J,FEDRIZZI M.Advances in the dempster-shafer theory of evidence[M].[S.l.]:John Wiley and Sons,Inc.,1994.
|
[23] |
王佐.基于粗糙集的聚类算法研究[D].长春:吉林大学,2013.
|
[24] |
PATHAK A,PAL N R.Clustering of mixed data by integrating fuzzy,probabilistic,and collaborative clustering framework[J].International Journal of Fuzzy Systems,2016,18(3):339-348.
|