Projective clustering ensembles

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2009, Pages 794-799

  Gullo, Francesco ^a   Domeniconi, Carlotta ^b   Tagarelli, Andrea ^a  

^a UNIVERSITY OF CALABRIA   (Italy)

^b Krasnow Institute for Advanced Study   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ENSEMBLE; CLUSTERING PROBLEMS; DATA CLUSTERING; FEATURE-BASED; OBJECT BASED; OPTIMIZATION PROBLEMS; PROJECTIVE CLUSTERING; SOFT DATA;

CLUSTER ANALYSIS;

CLUSTERING ALGORITHMS;

EID: 77951188608     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2009.131     Document Type: Conference Paper

References (14)

1. E. Achtert, C. Böhm, H. P. Kriegel, P. Kröger, I. Müller-Gorman, and A. Zimek. Finding Hierarchies of Subspace Clusters. In Proc. PKDD Conf., pages 446-453, 2006.
2. K. Deb. Multi-objective Optimization Using Evolutionary Algorithms. Wiley, 2001.
3. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan. A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. IEEE Trans. on Evolutionary Computation, 6(2):182-197, 2002.
4. A. P. Dempster, N. M. Laird, and D. B. Rdin. Maximum Likelihood from Incomplete Data via the EM Algorithm. Journal of the Royal Statistical Society, 39:1-38, 1977.
5. C. Domeniconi and M. Al-Razgan. Weighted Cluster Ensembles: Methods and Analysis. TKDD, 2(4), 2009.
6. C. Domeniconi, D. Gunopulos, S. Ma, B. Yan, M. Al-Razgan, and D. Papadopoulos. Locally Adaptive Metrics for Clustering High Dimensional Data. Data Mining and Knowledge Discovery, 14(1):63-97, 2007.
7. X. Fern and C. Brodley. Solving Cluster Ensemble Problems by Bipartite Graph Partitioning. In Proc. ICML Conf., pages 281-288, 2004.
8. A. Jain and R. Dubes. Algorithms for Clustering Data. Prentice-Hall, 1988.
9. G. Moise, J. Sander, and M. Ester. Robust projected clustering. Knowl. Inf. Syst., 14(3):273-298, 2008.
10. E. K. K. Ng, A. W.-C. Fu, and R. C.-W. Wong. Projective Clustering by Histograms. TKDE, 17(3):369-383, 2005.
11. N. Srinivas and K. Deb. Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms. Evolutionary Computation, 2(3):221-248, 1994.
12. A. Strehl and J. Ghosh. Cluster Ensembles -A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research, 3:583-617, 2002.
13. A. Topchy, A. Jain, and W. Punch. Clustering Ensembles: Models of Consensus and Weak Partitions. TPAMI, 27(12):1866-1881, 2005.
14. M. L. Yiu and N. Mamoulis. Iterative Projected Clustering by Subspace Mining. TKDE, 17(2):176-189, 2005.