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COLT
1995
Springer
15 years 9 months ago
Regression NSS: An Alternative to Cross Validation
The Noise Sensitivity Signature (NSS), originally introduced by Grossman and Lapedes (1993), was proposed as an alternative to cross validation for selecting network complexity. I...
Michael P. Perrone, Brian S. Blais
ISBI
2006
IEEE
16 years 6 months ago
Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics
Diffusion tensor MRI is an imaging modality that is gaining importance in clinical applications. However, in a clinical environment, data have to be acquired rapidly, often at the...
Pierre Fillard, Vincent Arsigny, Xavier Pennec, Ni...
ICES
2001
Springer
91views Hardware» more  ICES 2001»
15 years 10 months ago
Untidy Evolution: Evolving Messy Gates for Fault Tolerance
Abstract. The exploitation of the physical characteristics has already been demonstrated in the intrinsic evolution of electronic circuits. This paper is an initial attempt at crea...
Julian F. Miller, Morten Hartmann
DMIN
2006
138views Data Mining» more  DMIN 2006»
15 years 7 months ago
Quantification of a Privacy Preserving Data Mining Transformation
Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
Mohammed Ketel
PSD
2010
Springer
153views Database» more  PSD 2010»
15 years 4 months ago
Measurement Error and Statistical Disclosure Control
Statistical agencies release microdata to researchers after applying statistical disclosure control (SDC) methods. Noise addition is a perturbative SDC method which is carried out...
Natalie Shlomo