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VISSOFT
2005
IEEE
14 years 1 months ago
Interactive Exploration of Semantic Clusters
Using visualization and exploration tools can be of great use for the understanding of a software system when only its source code is available. However, understanding a large sof...
Mircea Lungu, Adrian Kuhn, Tudor Gîrba, Mich...
ICDM
2003
IEEE
111views Data Mining» more  ICDM 2003»
14 years 1 months ago
OP-Cluster: Clustering by Tendency in High Dimensional Space
Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the definition of similari...
Jinze Liu, Wei Wang 0010
AAAI
2008
13 years 10 months ago
Clustering via Random Walk Hitting Time on Directed Graphs
In this paper, we present a general data clustering algorithm which is based on the asymmetric pairwise measure of Markov random walk hitting time on directed graphs. Unlike tradi...
Mo Chen, Jianzhuang Liu, Xiaoou Tang
BMCBI
2008
154views more  BMCBI 2008»
13 years 8 months ago
GenomeMatcher: A graphical user interface for DNA sequence comparison
Background: The number of available genome sequences is increasing, and easy-to-use software that enables efficient comparative analysis is needed. Results: We developed GenomeMat...
Yoshiyuki Ohtsubo, Wakako Ikeda-Ohtsubo, Yuji Naga...
PRIB
2009
Springer
100views Bioinformatics» more  PRIB 2009»
14 years 2 months ago
Evidence-Based Clustering of Reads and Taxonomic Analysis of Metagenomic Data
Abstract. The rapidly emerging field of metagenomics seeks to examine the genomic content of communities of organisms to understand their roles and interactions in an ecosystem. I...
Gianluigi Folino, Fabio Gori, Mike S. M. Jetten, E...