2228 search results - page 1 / 446 » Distributed Data Clustering Can Be Efficient and Exact |
SIGKDD
2000
13 years 10 months ago
2000
KAIS
2006
13 years 10 months ago
2006
Clustering has been one of the most widely studied topics in data mining and k-means clustering has been one of the popular clustering algorithms. K-means requires several passes ...
KDD
2000
ACM
14 years 2 months ago
2000
ACM
Many important problems involve clustering large datasets. Although naive implementations of clustering are computationally expensive, there are established efficient techniques f...
HOTOS
2007
IEEE
14 years 2 months ago
2007
IEEE
Existing distributed hash tables provide efficient mechanisms for storing and retrieving a data item based on an exact key, but are unsuitable when the search key is similar, but ...
EWSN
2007
Springer
14 years 10 months ago
2007
Springer
Many applications in wireless sensor networks (WSNs) benefit significantly from organizing nodes into groups, called clusters, because data aggregation and data filtering applied i...