786 search results - page 1 / 158 » An Efficient k-Means Clustering Algorithm: Analysis and Impl... |
PAMI
2002
14 years 5 months ago
2002
ISAAC
2009
Springer
15 years 1 days ago
2009
Springer
The k-means algorithm is the method of choice for clustering large-scale data sets and it performs exceedingly well in practice. Most of the theoretical work is restricted to the c...
CORR
2008
Springer
14 years 5 months ago
2008
Springer
The k-means method is a widely used clustering algorithm. One of its distinguished features is its speed in practice. Its worst-case running-time, however, is exponential, leaving...
ICONIP
2008
14 years 7 months ago
2008
In this paper we present a comparison of multiple cluster algorithms and their suitability for clustering text data. The clustering is based on similarities only, employing the Kol...
DMIN
2006
14 years 6 months ago
2006
We present an application of bi-dimensional and heterogeneous time series clustering in order to resolve a Social Sciences issue. The dataset is the result of a survey involving mo...