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» Kernels for Semi-Structured Data
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86
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PKDD
2009
Springer
118views Data Mining» more  PKDD 2009»
15 years 7 months ago
The Feature Importance Ranking Measure
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access...
Alexander Zien, Nicole Krämer, Sören Son...
118
Voted
ICDM
2008
IEEE
176views Data Mining» more  ICDM 2008»
15 years 7 months ago
Inlier-Based Outlier Detection via Direct Density Ratio Estimation
We propose a new statistical approach to the problem of inlier-based outlier detection, i.e., finding outliers in the test set based on the training set consisting only of inlier...
Shohei Hido, Yuta Tsuboi, Hisashi Kashima, Masashi...
111
Voted
EUROPAR
2007
Springer
15 years 7 months ago
Compositional Approach Applied to Loop Specialization
An optimizing compiler has a hard time to generate a code which will perform at top speed for an arbitrary data set size. In general, the low level optimization process must take i...
Lamia Djoudi, Jean-Thomas Acquaviva, Denis Barthou
206
Voted
MICRO
2005
IEEE
170views Hardware» more  MICRO 2005»
15 years 6 months ago
The TM3270 Media-Processor
We present the TM3270 media-processor, the latest TriMedia VLIW processor, tuned to address the performance demands of standard definition video processing, combined with embedded...
Jan-Willem van de Waerdt, Stamatis Vassiliadis, Sa...
106
Voted
LCTRTS
2005
Springer
15 years 6 months ago
Generation of permutations for SIMD processors
Short vector (SIMD) instructions are useful in signal processing, multimedia, and scientific applications. They offer higher performance, lower energy consumption, and better res...
Alexei Kudriavtsev, Peter M. Kogge