786 search results - page 1 / 158 » An Efficient k-Means Clustering Algorithm: Analysis and Impl... |
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Voted
PAMI
2002
13 years 10 months ago
2002
ISAAC
2009
Springer
14 years 5 months 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
13 years 11 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 10 days 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 9 days 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...