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BMCBI
2006
110views more  BMCBI 2006»
15 years 7 months ago
Bias in error estimation when using cross-validation for model selection
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
Sudhir Varma, Richard Simon
CORR
2007
Springer
151views Education» more  CORR 2007»
15 years 7 months ago
Decision tree modeling with relational views
Data mining is a useful decision support technique that can be used to discover production rules in warehouses or corporate data. Data mining research has made much effort to appl...
Fadila Bentayeb, Jérôme Darmont
BMCBI
2004
146views more  BMCBI 2004»
15 years 7 months ago
Defining transcriptional networks through integrative modeling of mRNA expression and transcription factor binding data
Background: Functional genomics studies are yielding information about regulatory processes in the cell at an unprecedented scale. In the yeast S. cerevisiae, DNA microarrays have...
Feng Gao, Barrett C. Foat, Harmen J. Bussemaker
CVPR
2004
IEEE
16 years 9 months ago
3D Facial Tracking from Corrupted Movie Sequences
In this paper we perform 3D face tracking on corrupted video sequences. We use a deformable model, combined with a predictive filter, to recover both the rigid transformations and...
Siome Goldenstein, Christian Vogler, Dimitris N. M...
DAC
2009
ACM
16 years 8 months ago
Generating test programs to cover pipeline interactions
Functional validation of a processor design through execution of a suite of test programs is common industrial practice. In this paper, we develop a high-level architectural speci...
Thanh Nga Dang, Abhik Roychoudhury, Tulika Mitra, ...