Cluster analysis of simulated gravitational wave triggers using S-means and constrained validation clustering

Classical and Quantum Gravity

Volumn 25, Issue 18, 2008, Pages

  Tang, Lappoon R ^a   Lei, Hansheng ^a   Mukherjee, Soma ^a   Mohanty, Soumya ^a  

^a UNIVERSITY OF TEXAS AT BROWNSVILLE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 56349161149     PISSN: 02649381     EISSN: 13616382     Source Type: Journal    
DOI: 10.1088/0264-9381/25/18/184023     Document Type: Article

References (13)

1. Abramovici A et al 1992 LIGO: the laser interferometer gravitational wave observatory Science 256 325
2. gallatin.physics.lsa.umich.edu/keithr/lscdc/home.html
3. Chatterji S 2007 S5 glitch overview LIGO Technical Document G070138-00-Z
4. Desai S 2007 New glitches seen/studied in block normal LIGO Technical Document G070105-00-Z
5. Mukherjee S et al 2007 Preliminary results from the hierarchical glitch pipeline Class. Quantum Grav. 24
6. Mukherjee S 2006 Multi-dimensional classification of kleineWelle triggers from LIGO science run Class. Quantum Grav. 23 1-12
7. Blackburn L et al 2006 Glitch group S5 activities LIGO Technical Document G-060407-00-Z
8. Lei H, Tang L, Iglesias J, Mukherjee S and Mohanty S 2007 S-means: similarity driven clustering and its application in gravitational-wave astronomy data mining Proc. of the Int. Workshop on Knowledge Discovery from Ubiquitous Data Streams (IWKDUDS 2007) Warsaw, Poland
9. MacQueen J B 1967 Some methods for classification and analysis of multivariate observations Proc. of 5th Berkeley Symp. on Mathematical Statistics and Probability 1 281-97
10. Lei H, Palla S and Govindaraju V 2004 ER2: an intuitive similarity measure for on-line signature verification 9th Int. Workshop on Frontiers in Handwriting Recognition pp 191-5
11. Hamerly G and Elkan C 2003 Learning the K in K-means Advances in Neural Information Processing Systems vol 17 (Cambridge, MA: MIT Press)
12. Arthur D and Vassilvitskii S 2007 K-means++: the advantages of careful seeding SODA '07: Proc. of the 18th Annual ACM-SIAM Symp. on Discrete Algorithms (Philadelphia, PA: SIAM) pp 1027-35
13. Davies D L and Bouldin D W 1979 A cluster separation measure IEEE Trans. on Pattern Recognit. Mach. Intell. 1 224-7