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» Algorithms for Clustering Data
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CLUSTER
2003
IEEE
14 years 3 months ago
Efficient Structured Data Access in Parallel File Systems
Avery Ching, Alok N. Choudhary, Wei-keng Liao, Rob...
PAKDD
2004
ACM
94views Data Mining» more  PAKDD 2004»
14 years 3 months ago
Clustering Multi-represented Objects with Noise
Abstract. Traditional clustering algorithms are based on one representation space, usually a vector space. However, in a variety of modern applications, multiple representations ex...
Karin Kailing, Hans-Peter Kriegel, Alexey Pryakhin...
NOSSDAV
2009
Springer
14 years 4 months ago
SLIPstream: scalable low-latency interactive perception on streaming data
A critical problem in implementing interactive perception applications is the considerable computational cost of current computer vision and machine learning algorithms, which typ...
Padmanabhan Pillai, Lily B. Mummert, Steven W. Sch...
NIPS
2004
13 years 11 months ago
Self-Tuning Spectral Clustering
We study a number of open issues in spectral clustering: (i) Selecting the appropriate scale of analysis, (ii) Handling multi-scale data, (iii) Clustering with irregular backgroun...
Lihi Zelnik-Manor, Pietro Perona
DKE
2006
83views more  DKE 2006»
13 years 9 months ago
Bulk insertion for R-trees by seeded clustering
We propose a scalable technique called Seeded Clustering that allows us to maintain R-tree indices by bulk insertion while keeping pace with high data arrival rates. Our approach ...
Taewon Lee, Bongki Moon, Sukho Lee