6368 search results - page 943 / 1274 » Modeling Problem Transformations based on Data Complexity |
172
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IJBIDM
2008
15 years 6 months ago
2008
: The flow of data coming from modern sensing devices enables the development of novel research techniques related to data management and knowledge extraction. In this work, we und...
158
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JMLR
2010
15 years 1 months ago
2010
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
173
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IPPS
2002
IEEE
15 years 11 months ago
2002
IEEE
Future high-end computers will offer great performance improvements over today’s machines, enabling applications of far greater complexity. However, designers must solve the cha...
183
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CORR
2007
Springer
15 years 6 months ago
2007
Springer
The problem of recovering the sparsity pattern of a fixed but unknown vector β∗ ∈ Rp based on a set of n noisy observations arises in a variety of settings, including subset...
198
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TSP
2011
15 years 1 months ago
2011
—This paper addresses the independent component analysis (ICA) of quaternion random vectors. In particular, we focus on the Gaussian case and therefore only consider the quaterni...