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» Limits of Spectral Clustering
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102
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EUROPAR
2004
Springer
15 years 6 months ago
A Generic Parallel Pattern-Based System for Bioinformatics
Abstract. Parallel program design patterns provide users a new way to get parallel programs without much effort. However, it is always a serious limitation for most existing parall...
Weiguo Liu, Bertil Schmidt
83
Voted
LCN
2002
IEEE
15 years 5 months ago
Virtual Routers: A Tool for Emulating IP Routers
Setting up experimental networks of a sufficient size is a crucial element for the development of communication services. Unfortunately, the required equipment, like routers and ...
Florian Baumgartner, Torsten Braun, Bharat K. Bhar...
149
Voted
CORR
2006
Springer
151views Education» more  CORR 2006»
15 years 22 days ago
Graph Laplacians and their convergence on random neighborhood graphs
Given a sample from a probability measure with support on a submanifold in Euclidean space one can construct a neighborhood graph which can be seen as an approximation of the subm...
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxb...
130
Voted
SIAMCOMP
2011
14 years 7 months ago
Self-Improving Algorithms
We investigate ways in which an algorithm can improve its expected performance by fine-tuning itself automatically with respect to an arbitrary, unknown input distribution. We gi...
Nir Ailon, Bernard Chazelle, Kenneth L. Clarkson, ...
KDD
2003
ACM
133views Data Mining» more  KDD 2003»
16 years 1 months ago
Interactive Analysis of Gene Interactions Using Graphical gaussian model
DNA microarray provides a powerful basis for analysis of gene expression. Data mining methods such as clustering have been widely applied to microarray data to link genes that sho...
Xintao Wu, Yong Ye, Kalpathi R. Subramanian