A hybrid clustering algorithm

6th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2009

Volumn 1, Issue , 2009, Pages 366-370

  Jiang, Sheng Yi ^a   Li, Xia ^a  

^a GUANGDONG UNIVERSITY OF FOREIGN STUDIES   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARBITRARY SHAPE; CATEGORICAL ATTRIBUTES; HYBRID CLUSTERING ALGORITHM; LARGE-SCALE DATASETS; LINEAR TIME COMPLEXITY; ONE-PASS; OPERATING EFFICIENCY; REAL DATA SETS; SYNTHETIC DATASETS; TWO STAGE;

FUZZY SYSTEMS;

CLUSTERING ALGORITHMS;

EID: 76349086457     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2009.93     Document Type: Conference Paper

References (9)

1. Ester M , Kriegel H P, Sander J et al. A densitybased algorithm for discovering clusters in large spatial databases with noise. In Proc. of KDD-96. Massachusetts: AAAI Press, 1996.226-232
2. Sander J, Ester M , Kriegel H P et al. Densitybased clustering in spatial databases:the algorithm GDBSCAN and its applications. Data Mining and Knowledge Discovery, 1998,2(2): 169-194.
3. Zhou S,Zhou A, et al. A Fast Density-Based Clustering Algorithm[J]. Journal of Computer Research and Development, 2003, 37(11):1287-1292
4. Zhou S,Fan Y, Zhou A. SDBSCAN: A Sampling-Based DBSCAN Algorithm for Large-Scale Spatial Databases. Journal of Chinese Computer Systems[J], 2000,21(12): 1270-1274
5. Zhou A, Zhou S, Cao J, et al. Approaches for scaling DBSCAN algorithm to large spatial database[J].Journal of computer science and technology,2000,15(06) : 509-526
6. Jiang S, Xu Y. An Efficient Clustering Algorithm. In Proc. of ICMLC2004, 2004.8:1513-1518
7. Asuncion, A. & Newman, D.J. UCI Machine Learning Repository [http://www.ics.uci.edu/-mlearn/MLRepository.html]. 2007
8. He Z,Xu X,Deng S. Squeezer:an efficient algorithm for clustering categorical data. Journal of Computer Science and Technology, 2002,17(5):611-624
9. Guha S.,Rastogi R. and Shim K. ROCK:A robust clustering algorithm for categorical attributes.In Proc. of the 15th ICDE,Sydney, Australia, 1999:512-521