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» Limits of Spectral Clustering
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ICPR
2008
IEEE
15 years 11 months ago
Linear discriminant analysis for data with subcluster structure
Linear discriminant analysis (LDA) is a widely-used feature extraction method in classification. However, the original LDA has limitations due to the assumption of a unimodal str...
Haesun Park, Jaegul Choo, Barry L. Drake, Jinwoo K...
IPPS
2008
IEEE
15 years 11 months ago
Self-optimizing distributed trees
We present a novel protocol for restructuring a treebased overlay network in response to the workload of the application running over it. Through low-cost restructuring operations...
Michael K. Reiter, Asad Samar, Chenxi Wang
IPPS
2007
IEEE
15 years 11 months ago
A Model for Large Scale Self-Stabilization
We introduce a new model for distributed algorithms designed for large scale systems that need a low-overhead solution to allow the processes to communicate with each other. We as...
Thomas Hérault, Pierre Lemarinier, Olivier ...
CCGRID
2006
IEEE
15 years 11 months ago
The Computational and Storage Potential of Volunteer Computing
“Volunteer computing” uses Internet-connected computers, volunteered by their owners, as a source of computing power and storage. This paper studies the potential capacity of ...
David P. Anderson, Gilles Fedak
CCGRID
2006
IEEE
15 years 11 months ago
Calder Query Grid Service: Insights and Experimental Evaluation
We have architected and evaluated a new kind of data resource, one that is composed of a logical collection of ephemeral data streams that could be viewed as a collection of publi...
Nithya N. Vijayakumar, Ying Liu, Beth Plale