47 search results - page 1 / 10 » CORE: Nonparametric Clustering of Large Numeric Databases. |
SDM
2009
SIAM
14 years 1 months ago
2009
SIAM
Current clustering techniques are able to identify arbitrarily shaped clusters in the presence of noise, but depend on carefully chosen model parameters. The choice of model param...
KDD
1998
ACM
13 years 8 months ago
1998
ACM
Practical clustering algorithms require multiple data scans to achieve convergence. For large databases, these scans become prohibitively expensive. We present a scalable clusteri...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
This paper proposes an efficient technique for partitioning large biometric database during identification. In this technique feature vector which comprises of global and local de...
CLUSTER
2002
IEEE
13 years 9 months ago
2002
IEEE
Clusters have made the jump from lab prototypes to fullfledged production computing platforms. The number, variety, and specialized configurations of these machines are increasi...
PAMI
2010
13 years 2 months ago
2010
— We propose a randomized data mining method that finds clusters of spatially overlapping images. The core of the method relies on the min-Hash algorithm for fast detection of p...