346 search results - page 20 / 70 » Scalable Parallel Clustering for Data Mining on Multicompute... |
IPPS
2008
IEEE
15 years 4 months ago
2008
IEEE
Graph structure can model the relationships among a set of objects. Mining quasi-clique patterns from large dense graph data makes sense with respect to both statistic and applica...
DBISP2P
2008
Springer
14 years 11 months ago
2008
Springer
K-Means clustering is widely used in information retrieval and data mining. Distributed K-Means variants have already been proposed, but none of the past algorithms scales to large...
CLUSTER
2009
IEEE
15 years 2 months ago
2009
IEEE
—Statistical analysis is widely used for countless scientific applications in order to analyze and infer meaning from data. A key challenge of any statistical analysis package a...
SIGKDD
2000
14 years 9 months ago
2000
This paper presents a simple new algorithm that performs k-means clustering in one scan of a dataset, while using a bu er for points from the dataset of xed size. Experiments show...
105
Voted
ICDE
2012
IEEE
13 years 2 days ago
2012
IEEE
Abstract—Most objects and data in the real world are interconnected, forming complex, heterogeneous but often semistructured information networks. However, many database research...