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» Vulnerability Analysis of High Dimensional Complex Systems
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DSN
2004
IEEE
15 years 4 months ago
The Recursive NanoBox Processor Grid: A Reliable System Architecture for Unreliable Nanotechnology Devices
Advanced molecular nanotechnology devices are expected to have exceedingly high transient fault rates and large numbers of inherent device defects compared to conventional CMOS de...
A. J. KleinOsowski, Kevin KleinOsowski, Vijay Rang...
102
Voted
IJCV
2000
93views more  IJCV 2000»
15 years 12 days ago
How Optimal Depth Cue Integration Depends on the Task
Bayesian parameter estimation can be used to generate statistically optimal solutions to the problem of cue integration. However, the complexity and dimensionality of these solutio...
Paul R. Schrater, Daniel Kersten
BMCBI
2006
154views more  BMCBI 2006»
15 years 20 days ago
Analysis with respect to instrumental variables for the exploration of microarray data structures
Background: Evaluating the importance of the different sources of variations is essential in microarray data experiments. Complex experimental designs generally include various fa...
Florent Baty, Michaël Facompré, Jan Wi...
125
Voted
BMCBI
2010
113views more  BMCBI 2010»
15 years 6 days ago
Probabilistic Principal Component Analysis for Metabolomic Data
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
Gift Nyamundanda, Lorraine Brennan, Isobel Claire ...
119
Voted
SIAMMAX
2010
189views more  SIAMMAX 2010»
14 years 7 months ago
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng