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ICML
2008
IEEE
15 years 10 months ago
Cost-sensitive multi-class classification from probability estimates
For two-class classification, it is common to classify by setting a threshold on class probability estimates, where the threshold is determined by ROC curve analysis. An analog fo...
Deirdre B. O'Brien, Maya R. Gupta, Robert M. Gray
ICML
2003
IEEE
15 years 10 months ago
Kernel PLS-SVC for Linear and Nonlinear Classification
A new method for classification is proposed. This is based on kernel orthonormalized partial least squares (PLS) dimensionality reduction of the original data space followed by a ...
Roman Rosipal, Leonard J. Trejo, Bryan Matthews
VLSID
2001
IEEE
82views VLSI» more  VLSID 2001»
15 years 10 months ago
Efficient Signature-Based Fault Diagnosis Using Variable Size Windows
A technique for signature based diagnosis using windows of different sizes is presented. It allows to obtain increased diagnostic information from a given test at a lower cost, wi...
Thomas Clouqueur, Ozen Ercevik, Kewal K. Saluja, H...
ICCD
2004
IEEE
123views Hardware» more  ICCD 2004»
15 years 7 months ago
Compiler-Based Frame Formation for Static Optimization
We selectively generate and optimize the frames constructed by the rePLay architecture statically. Since static analysis provides a global view of the interaction between the basi...
Feng Shi, Sobeeh Almukhaizim, Pey-Chang Lin, Yiorg...
ARC
2010
Springer
144views Hardware» more  ARC 2010»
15 years 4 months ago
QUAD - A Memory Access Pattern Analyser
In this paper, we present the Quantitative Usage Analysis of Data (QUAD) tool, a sophisticated memory access tracing tool that provides a comprehensive quantitative analysis of mem...
S. Arash Ostadzadeh, Roel Meeuws, Carlo Galuzzi, K...