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CVPR
2005
IEEE
16 years 5 hour ago
Applying Neighborhood Consistency for Fast Clustering and Kernel Density Estimation
Nearest neighborhood consistency is an important concept in statistical pattern recognition, which underlies the well-known k-nearest neighbor method. In this paper, we combine th...
Kai Zhang, Ming Tang, James T. Kwok
ICCV
2003
IEEE
15 years 12 months ago
Improved Fast Gauss Transform and Efficient Kernel Density Estimation
Evaluating sums of multivariate Gaussians is a common computational task in computer vision and pattern recognition, including in the general and powerful kernel density estimatio...
Changjiang Yang, Ramani Duraiswami, Nail A. Gumero...
ISLPED
2006
ACM
140views Hardware» more  ISLPED 2006»
15 years 4 months ago
L-CBF: a low-power, fast counting bloom filter architecture
—An increasing number of architectural techniques rely on hardware counting bloom filters (CBFs) to improve upon the enegy, delay and complexity of various processor structures. ...
Elham Safi, Andreas Moshovos, Andreas G. Veneris
ICDE
2008
IEEE
139views Database» more  ICDE 2008»
15 years 4 months ago
Compact Similarity Joins
— Similarity joins have attracted significant interest, with applications in Geographical Information Systems, astronomy, marketing analyzes, and anomaly detection. However, all...
Brent Bryan, Frederick Eberhardt, Christos Falouts...
DASFAA
2008
IEEE
190views Database» more  DASFAA 2008»
15 years 4 months ago
Analysis of Time Series Using Compact Model-Based Descriptions
Abstract. Recently, we have proposed a novel method for the compression of time series based on mathematical models that explore dependencies between different time series. This r...
Hans-Peter Kriegel, Peer Kröger, Alexey Pryak...