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» Granular clustering: a granular signature of data
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CCGRID
2007
IEEE
15 years 6 months ago
Hierarchical Replication Control in a Global File System
We develop a consistent mutable replication extension for NFSv4 tuned to meet the rigorous demands of largescale data sharing in global collaborations. The system uses a hierarchi...
Jiaying Zhang, Peter Honeyman
DEXA
2009
Springer
175views Database» more  DEXA 2009»
15 years 6 months ago
RoK: Roll-Up with the K-Means Clustering Method for Recommending OLAP Queries
Dimension hierarchies represent a substantial part of the data warehouse model. Indeed they allow decision makers to examine data at different levels of detail with On-Line Analyt...
Fadila Bentayeb, Cécile Favre
SDM
2008
SIAM
120views Data Mining» more  SDM 2008»
15 years 1 months ago
Spatial Scan Statistics for Graph Clustering
In this paper, we present a measure associated with detection and inference of statistically anomalous clusters of a graph based on the likelihood test of observed and expected ed...
Bei Wang, Jeff M. Phillips, Robert Schreiber, Denn...
CIVR
2003
Springer
107views Image Analysis» more  CIVR 2003»
15 years 4 months ago
A Novel Scheme for Video Similarity Detection
In this paper, a new two-phase scheme for video similarity detection is proposed. For each video sequence, we extract two kinds of signatures with different granularities: coarse ...
Chu-Hong Hoi, Wei Wang, Michael R. Lyu
MCS
2005
Springer
15 years 5 months ago
Cluster-Based Cumulative Ensembles
Abstract. In this paper, we propose a cluster-based cumulative representation for cluster ensembles. Cluster labels are mapped to incrementally accumulated clusters, and a matching...
Hanan Ayad, Mohamed S. Kamel