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» An Experiment with Distance Measures for Clustering
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SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
14 years 11 months ago
Making k-means Even Faster
The k-means algorithm is widely used for clustering, compressing, and summarizing vector data. In this paper, we propose a new acceleration for exact k-means that gives the same a...
Greg Hamerly
DASFAA
2009
IEEE
136views Database» more  DASFAA 2009»
15 years 4 months ago
A Two-Tire Index Structure for Approximate String Matching with Block Moves
Many applications need to solve the problem of approximate string matching with block moves. It is an NP-Complete problem to compute block edit distance between two strings. Our go...
Bin Wang, Long Xie, Guoren Wang
ADC
2007
Springer
183views Database» more  ADC 2007»
15 years 1 months ago
Efficient Similarity Search by Summarization in Large Video Database
With the explosion of video data, video processing technologies have advanced quickly and been applied into many fields, such as advertisements, medical etc.. To fast search these...
Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen
FGCS
2002
94views more  FGCS 2002»
14 years 9 months ago
Cluster file systems: a case study
Traditional distributed file systems do not provide clusters with strict single-system image, and cannot fully meet the cluster applications requirements, such as I/O performance,...
Jianyong Wang, Zhiwei Xu
BIBM
2008
IEEE
212views Bioinformatics» more  BIBM 2008»
15 years 4 months ago
Analysis of Multiplex Gene Expression Maps Obtained by Voxelation
Background: Gene expression signatures in the mammalian brain hold the key to understanding neural development and neurological disease. Researchers have previously used voxelatio...
Li An, Hongbo Xie, Mark H. Chin, Zoran Obradovic, ...