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ADHOCNETS
2009
Springer
14 years 4 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. ...
CLUSTER
2007
IEEE
14 years 4 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
14 years 4 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
SDM
2009
SIAM
220views Data Mining» more  SDM 2009»
14 years 6 months ago
Bayesian Cluster Ensembles.
Cluster ensembles provide a framework for combining multiple base clusterings of a dataset to generate a stable and robust consensus clustering. There are important variants of th...
Hongjun Wang, Hanhuai Shan, Arindam Banerjee
DAWAK
2007
Springer
14 years 3 months ago
MOSAIC: A Proximity Graph Approach for Agglomerative Clustering
Representative-based clustering algorithms are quite popular due to their relative high speed and because of their sound theoretical foundation. On the other hand, the clusters the...
Jiyeon Choo, Rachsuda Jiamthapthaksin, Chun-Sheng ...