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PAMI
2010
185views more  PAMI 2010»
15 years 3 months ago
Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality
—Stability (robustness) of feature selection methods is a topic of recent interest, yet often neglected importance, with direct impact on the reliability of machine learning syst...
Petr Somol, Jana Novovicová
PKDD
2010
Springer
178views Data Mining» more  PKDD 2010»
15 years 3 months ago
Large-Scale Support Vector Learning with Structural Kernels
Abstract. In this paper, we present an extensive study of the cuttingplane algorithm (CPA) applied to structural kernels for advanced text classification on large datasets. In par...
Aliaksei Severyn, Alessandro Moschitti
RV
2010
Springer
141views Hardware» more  RV 2010»
15 years 3 months ago
Aspect-Oriented Instrumentation with GCC
We present the InterAspect instrumentation framework for GCC, a widely used compiler infrastructure. The addition of plugin support in the latest release of GCC makes it an attract...
Justin Seyster, Ketan Dixit, Xiaowan Huang, Radu G...
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SAFECOMP
2010
Springer
15 years 3 months ago
Computational Concerns in the Integration of Unmanned Airborne Systems into Controlled Airspace
Unmanned Airborne Systems (UAS) offer significant benefits for long duration missions. They can also be used in situations where it is inappropriate to expose aircrew to increased ...
Christopher W. Johnson
SIGOPS
2010
132views more  SIGOPS 2010»
15 years 3 months ago
A case for the accountable cloud
For many companies, clouds are becoming an interesting alternative to a dedicated IT infrastructure. However, cloud computing also carries certain risks for both the customer and ...
Andreas Haeberlen