2228 search results - page 1 / 446 » Distributed Data Clustering Can Be Efficient and Exact |
SIGKDD
2000
13 years 4 months ago
2000
KAIS
2006
13 years 5 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
13 years 8 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
13 years 9 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 4 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...