396 search results - page 1 / 80 » Scalability for Clustering Algorithms Revisited |
SIGKDD
2000
13 years 4 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...
ACL
2010
13 years 2 months ago
2010
We revisit the algorithm of Sch
ICPR
2004
IEEE
14 years 5 months ago
2004
IEEE
Numerous clustering algorithms, their taxonomies and evaluation studies are available in the literature. Despite the diversity of different clustering algorithms, solutions delive...
SAC
2006
ACM
13 years 10 months ago
2006
ACM
Recently renewed interest in scalable database systems for shared nothing clusters has been supported by replication protocols based on group communication that are aimed at seaml...
SSDBM
2010
IEEE
13 years 9 months ago
2010
IEEE
Abstract. Scientists’ ability to generate and collect massive-scale datasets is increasing. As a result, constraints in data analysis capability rather than limitations in the av...