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ICPR
2002
IEEE
16 years 6 months ago
Data Clustering Using Evidence Accumulation
We explore the idea of evidence accumulation for combining the results of multiple clusterings. Initially, n d-dimensional data is decomposed into a large number of compact cluste...
Ana L. N. Fred, Anil K. Jain
ADHOCNETS
2009
Springer
15 years 11 months ago
Optimal Cluster Sizes for Wireless Sensor Networks: An Experimental Analysis
Node clustering and data aggregation are popular techniques to reduce energy consumption in large WSNs and a large body of literature has emerged describing various clustering prot...
Anna Förster, Alexander Förster, Amy L. ...
119
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CLUSTER
2007
IEEE
15 years 11 months ago
CHAF - an object-oriented framework for configuring applications in a clustered environment
- In high availability clustering solutions, an application must be configured properly to run within the framework of the high availability solution. This configuration is often c...
Augustus F. Diraviam, Ritu Agrawal, Madhur Bansal,...
ICPR
2008
IEEE
15 years 11 months ago
Feature selection for clustering with constraints using Jensen-Shannon divergence
In semi-supervised clustering, domain knowledge can be converted to constraints and used to guide the clustering. In this paper we propose a feature selection algorithm for semi-s...
Yuanhong Li, Ming Dong, Yunqian Ma
AH
2008
Springer
15 years 11 months ago
Collection Browsing through Automatic Hierarchical Tagging
In order to navigate huge document collections efficiently, tagged hierarchical structures can be used. For users, it is important to correctly interpret tag combinations. In this ...
Korinna Bade, Marcel Hermkes