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BIOINFORMATICS
2010
129views more  BIOINFORMATICS 2010»
14 years 9 months ago
SPICi: a fast clustering algorithm for large biological networks
Peng Jiang, Mona Singh
ICASSP
2011
IEEE
14 years 1 months ago
Fast network querying algorithm for searching large-scale biological networks
Network querying aims to search a large network for subnetwork regions that are similar to a given query network. In this paper, we propose a novel algorithm for querying large sc...
Sayed Mohammad Ebrahim Sahraeian, Byung-Jun Yoon
BMCBI
2010
121views more  BMCBI 2010»
14 years 7 months ago
A grammar-based distance metric enables fast and accurate clustering of large sets of 16S sequences
Background: We propose a sequence clustering algorithm and compare the partition quality and execution time of the proposed algorithm with those of a popular existing algorithm. T...
David J. Russell, Samuel F. Way, Andrew K. Benson,...
90
Voted
ICDM
2006
IEEE
161views Data Mining» more  ICDM 2006»
15 years 3 months ago
Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets
In many clustering applications for bioinformatics, only part of the data clusters into one or more groups while the rest needs to be pruned. For such situations, we present Hiera...
Gunjan Gupta, Alexander Liu, Joydeep Ghosh
80
Voted
BMCBI
2010
148views more  BMCBI 2010»
14 years 9 months ago
Structuring heterogeneous biological information using fuzzy clustering of k-partite graphs
Background: Extensive and automated data integration in bioinformatics facilitates the construction of large, complex biological networks. However, the challenge lies in the inter...
Mara L. Hartsperger, Florian Blöchl, Volker S...