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AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
16 years 1 months ago
A Discriminant Analysis for Undersampled Data
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
Matthew Robards, Junbin Gao, Philip Charlton
SIGMETRICS
2010
ACM
212views Hardware» more  SIGMETRICS 2010»
15 years 11 months ago
A mean field model of work stealing in large-scale systems
In this paper, we consider a generic model of computational grids, seen as several clusters of homogeneous processors. In such systems, a key issue when designing efficient job al...
Nicolas Gast, Bruno Gaujal
CEC
2007
IEEE
15 years 10 months ago
Comparison of a multi-layered artificial immune system with a kohonen network
We present a novel multi-layered unsupervised learning artifical immune system (MARIA). We have employed vector quantisation to augment MARIA (and Kohonen Networks) to allow for a ...
Thomas Knight, Jonathan Timmis
FGR
2004
IEEE
133views Biometrics» more  FGR 2004»
15 years 10 months ago
Finding Temporal Patterns by Data Decomposition
We present a new unsupervised learning technique for the discovery of temporal clusters in large data sets. Our method performs hierarchical decomposition of the data to find stru...
David C. Minnen, Christopher Richard Wren
CCGRID
2005
IEEE
15 years 8 months ago
OpenMosix, OpenSSI and Kerrighed: a comparative study
This paper presents a comparative study of Kerrighed, openMosix and OpenSSI, three Single System Image (SSI) operating systems for clusters. This experimental study gives an overv...
Renaud Lottiaux, Pascal Gallard, Geoffroy Vall&eac...