A new clustering algorithm based on KNN and denclue

2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005

Volumn , Issue , 2005, Pages 2033-2038

  Yu, Xiao Gao ^a   Jian, Yin ^b  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^b SUN YAT SEN UNIVERSITY   (China)

Author keywords

Clustering; Data mining; DENCLUE; Entropy theory; KNN

Indexed keywords

ELECTRONIC COMMERCE; ENTROPY; LEARNING SYSTEMS;

CLUSTERING ALGORITHM; FUZZY CLUSTER (FC);

DATA MINING;

EID: 28444438125     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Gan Wen-yan, LI De-yi, "Hierarchical Clustering based on Kernel Density Estimation", Journal of System Siumlation, Vol 21,No. 7, pp.302-305, 309, Jul.2004.
2. Yasser El-Sonbaty, M. A. Ismail, Mohamed Farouk,Large Databases, ICTAI 2004,16th IEEE International Conference, pp. 673 - 677,Jun.2004.
3. JiaWei Han, Micheline Kamber, Data Mining Concepts and Techniques.China Machine Press, Beijing, 2004.
4. G.Kollios, D.Gunopulos, N.Koudas, "Efficient biased sampling for approximate clustering and outlier detection in large data sets", Knowledge and Data Engineering, IEEE Transactions on, pp. 1170 - 1187, 2003.
5. L. Eltoz, U Steinbach,V. Kumar.A new shared nearest neighbor clustering algorithm and its applications, AHPCRC, Tech. Rep, pp. 134, Aug. 2002.
6. A.K. Jain , M.N. Mutry , P.J. Flynn, "Data ClusteringA Review", ACM Computing Surveys, Vol 21, No. 5, pp.264-323, Oct.2001.
7. Zhong-zhi Shi, Advanced Computer Network, Electronic Industry Press, Beijing, 2001.
8. Nikhil R.Pal.Sanker K.Pal, Entropy: a new definition and its applications. IEEE Trans. Syst., Man, Cyber. B.,pp. 1260-1270, 1991.