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TNN
2010
173views Management» more  TNN 2010»
13 years 2 months ago
Multiclass relevance vector machines: sparsity and accuracy
Abstract--In this paper we investigate the sparsity and recognition capabilities of two approximate Bayesian classification algorithms, the multi-class multi-kernel Relevance Vecto...
Ioannis Psorakis, Theodoros Damoulas, Mark A. Giro...
EUROSYS
2011
ACM
12 years 11 months ago
Scarlett: coping with skewed content popularity in mapreduce clusters
To improve data availability and resilience MapReduce frameworks use file systems that replicate data uniformly. However, analysis of job logs from a large production cluster show...
Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth ...
ICANN
2005
Springer
14 years 1 months ago
Neural Network Classifers in Arrears Management
Abstract. The literature suggests that an ensemble of classifiers outperforms a single classifier across a range of classification problems. This paper investigates the applicat...
Esther Scheurmann, Chris Matthews
WWW
2004
ACM
14 years 8 months ago
Hybrid multicasting in large-scale service networks
The importance of service composition has been widely recognized in the Internet research community due to its high flexibility in allowing development of customized applications....
Jingwen Jin, Klara Nahrstedt
APBC
2003
116views Bioinformatics» more  APBC 2003»
13 years 9 months ago
An Empirical Comparison of Supervised Machine Learning Techniques in Bioinformatics
Research in bioinformatics is driven by the experimental data. Current biological databases are populated by vast amounts of experimental data. Machine learning has been widely ap...
Aik Choon Tan, David Gilbert