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» Clustering with Multiple Graphs
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NAR
2011
191views Computer Vision» more  NAR 2011»
14 years 3 months ago
The protein common interface database (ProtCID) - a comprehensive database of interactions of homologous proteins in multiple cr
The protein common interface database (ProtCID) is a database that contains clusters of similar homodimeric and heterodimeric interfaces observed in multiple crystal forms (CFs). ...
Qifang Xu, Roland L. Dunbrack Jr.
KDD
2002
ACM
155views Data Mining» more  KDD 2002»
16 years 1 months ago
SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets
We propose a new clustering algorithm, called SyMP, which is based on synchronization of pulse-coupled oscillators. SyMP represents each data point by an Integrate-and-Fire oscill...
Hichem Frigui
93
Voted
ICDM
2009
IEEE
165views Data Mining» more  ICDM 2009»
15 years 7 months ago
Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering
—Lack of supervision in clustering algorithms often leads to clusters that are not useful or interesting to human reviewers. We investigate if supervision can be automatically tr...
Indrajit Bhattacharya, Shantanu Godbole, Sachindra...
CIBB
2008
15 years 2 months ago
Unsupervised Stability-Based Ensembles to Discover Reliable Structures in Complex Bio-molecular Data
The assessment of the reliability of clusters discovered in bio-molecular data is a central issue in several bioinformatics problems. Several methods based on the concept of stabil...
Alberto Bertoni, Giorgio Valentini
MVA
1996
205views Computer Vision» more  MVA 1996»
15 years 1 months ago
Highlight Separation Using Multiple Images with Intensities and Ranges.
In this paper, a method for extracting influences of specular reflection and shade from multiple color images is described. As regards extraction, the di-chromatic reflection mode...
Masaki Otsuki, Yukio Sato