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ADMA
2010
Springer
314views Data Mining» more  ADMA 2010»
13 years 3 months ago
Best Clustering Configuration Metrics: Towards Multiagent Based Clustering
Multi-Agent Clustering (MAC) requires a mechanism for identifying the most appropriate cluster configuration. This paper reports on experiments conducted with respect to a number o...
Santhana Chaimontree, Katie Atkinson, Frans Coenen
PKDD
2001
Springer
114views Data Mining» more  PKDD 2001»
13 years 9 months ago
A Study on the Hierarchical Data Clustering Algorithm Based on Gravity Theory
This paper discusses the clustering quality and complexities of the hierarchical data clustering algorithm based on gravity theory. The gravitybased clustering algorithm simulates ...
Yen-Jen Oyang, Chien-Yu Chen, Tsui-Wei Yang
CLUSTER
2006
IEEE
13 years 11 months ago
MPJ Express: Towards Thread Safe Java HPC
MPJ Express is a thread-safe Java messaging library that provides a full implementation
Mark Baker, Bryan Carpenter, Aamir Shafi
RSCTC
2004
Springer
148views Fuzzy Logic» more  RSCTC 2004»
13 years 10 months ago
Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method
In this paper, we present a missing data imputation method based on one of the most popular techniques in Knowledge Discovery in Databases (KDD), i.e. clustering technique. We comb...
Dan Li, Jitender S. Deogun, William Spaulding, Bil...
BIOINFORMATICS
2007
190views more  BIOINFORMATICS 2007»
13 years 5 months ago
Towards clustering of incomplete microarray data without the use of imputation
Motivation: Clustering technique is used to find groups of genes that show similar expression patterns under multiple experimental conditions. Nonetheless, the results obtained by...
Dae-Won Kim, Ki Young Lee, Kwang H. Lee, Doheon Le...