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102
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ICML
2008
IEEE
16 years 1 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
87
Voted
VLSID
2002
IEEE
135views VLSI» more  VLSID 2002»
16 years 1 months ago
An Efficient Algorithm for Low Power Pass Transistor Logic Synthesis
In this paper, we address the problem of power dissipation minimization in combinational circuits implemented using pass transistor logic (PTL). We transform the problem of power ...
Rupesh S. Shelar, Sachin S. Sapatnekar
ICDM
2009
IEEE
146views Data Mining» more  ICDM 2009»
15 years 7 months ago
Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
Dima Alberg, Mark Last, Roni Neuman, Avi Sharon
114
Voted
SIGIR
2009
ACM
15 years 7 months ago
Protein identification as an information retrieval problem
We present the first interdisciplinary work on transforming a popular problem in proteomics, i.e. protein identification from tandem mass spectra, to an Information Retrieval (IR)...
Yiming Yang, Subramaniam Ganapathy, Abhay Harpale
CGO
2008
IEEE
15 years 7 months ago
Compiling for vector-thread architectures
Vector-thread (VT) architectures exploit multiple forms of parallelism simultaneously. This paper describes a compiler for the Scale VT architecture, which takes advantage of the ...
Mark Hampton, Krste Asanovic