5209 search results - page 124 / 1042 » Multiobjective Data Clustering |
165
Voted
EDBT
2012
ACM
13 years 5 months ago
2012
ACM
MapReduce has emerged as a promising architecture for large scale data analytics on commodity clusters. The rapid adoption of Hive, a SQL-like data processing language on Hadoop (...
169
Voted
KDD
2003
ACM
16 years 3 months ago
2003
ACM
The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
138
Voted
CLUSTER
2008
IEEE
15 years 10 months ago
2008
IEEE
—We consider the problem of efficiently managing massive data in a large-scale distributed environment. We consider data strings of size in the order of Terabytes, shared and ac...
137
Voted
CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
We propose a variational bayes approach to the problem of robust estimation of gaussian mixtures from noisy input data. The proposed algorithm explicitly takes into account the un...
133
Voted
DMKD
1997
ACM
15 years 7 months ago
1997
ACM
Clustering in data mining is a discovery process that groups a set of data such that the intracluster similarity is maximized and the intercluster similarity is minimized. These d...