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215
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
In this paper, we develop a low-complexity message passing algorithm for joint support and signal recovery of approximately sparse signals. The problem of recovery of strictly spa...
171
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ICASSP
2009
IEEE
16 years 1 months ago
2009
IEEE
It is difficult to adapt discriminative classifiers, particularly kernel based ones such as support vector machines (SVMs), to handle mismatches between the training and test da...
164
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AIMS
2008
Springer
16 years 27 days ago
2008
Springer
Highly available and resilient networks play a decisive role in today’s networked world. As network faults are inevitable and networks are becoming constantly intricate, finding...
196
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ICASSP
2007
IEEE
16 years 27 days ago
2007
IEEE
In this paper, we analyze the convergence of an iterative selftraining semi-supervised support vector machine (SVM) algorithm, which is designed for classi cation in small trainin...
190
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ICALT
2003
IEEE
15 years 12 months ago
2003
IEEE
In this paper an instructional framework is proposed for supporting personalised learning in the context of webbased adaptive educational hypermedia systems. A learning-focused ap...