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BIOINFORMATICS
2005
57views more  BIOINFORMATICS 2005»
14 years 11 months ago
Network constrained clustering for gene microarray data
Dongxiao Zhu, Alfred O. Hero, Hong Cheng, Ritu Kha...
BIBE
2007
IEEE
151views Bioinformatics» more  BIBE 2007»
15 years 1 months ago
On the Effectiveness of Constraints Sets in Clustering Genes
—In this paper, we have modified a constrained clustering algorithm to perform exploratory analysis on gene expression data using prior knowledge presented in the form of constr...
Erliang Zeng, Chengyong Yang, Tao Li, Giri Narasim...
DDECS
2008
IEEE
137views Hardware» more  DDECS 2008»
15 years 6 months ago
Cluster-based Simulated Annealing for Mapping Cores onto 2D Mesh Networks on Chip
Abstract—In Network-on-Chip (NoC) application design, coreto-node mapping is an important but intractable optimization problem. In the paper, we use simulated annealing to tackle...
Zhonghai Lu, Lei Xia, Axel Jantsch
ESANN
2007
15 years 1 months ago
Feature clustering and mutual information for the selection of variables in spectral data
Spectral data often have a large number of highly-correlated features, making feature selection both necessary and uneasy. A methodology combining hierarchical constrained clusteri...
Catherine Krier, Damien François, Fabrice R...
ICPR
2008
IEEE
15 years 6 months ago
Clustering by evidence accumulation on affinity propagation
If there are more clusters than the ideal, each intrinsic cluster will be split into several subsets. Theoretically, this split can be arbitrary and neighboring data points have a ...
Xuqing Zhang, Fei Wu, Yueting Zhuang