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» Analysis and Application of Adaptive Sampling
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ICML
2007
IEEE
16 years 5 months ago
Optimal dimensionality of metric space for classification
In many real-world applications, Euclidean distance in the original space is not good due to the curse of dimensionality. In this paper, we propose a new method, called Discrimina...
Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo,...
HICSS
2007
IEEE
145views Biometrics» more  HICSS 2007»
15 years 11 months ago
How Do Doctors Perceive the Organizing Vision for Electronic Medical Records? Preliminary Findings from a Study of EMR Adoption
Although there is an increasing emphasis on and investment in healthcare information technology (HIT) actual adoption and usage rates are below expectations. This research explore...
John Lee Reardon, Elizabeth Davidson
137
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CRYPTO
2010
Springer
110views Cryptology» more  CRYPTO 2010»
15 years 6 months ago
An Efficient and Parallel Gaussian Sampler for Lattices
At the heart of many recent lattice-based cryptographic schemes is a polynomial-time algorithm that, given a `high-quality' basis, generates a lattice point according to a Ga...
Chris Peikert
BMCBI
2010
88views more  BMCBI 2010»
15 years 5 months ago
MetaBar - a tool for consistent contextual data acquisition and standards compliant submission
Background: Environmental sequence datasets are increasing at an exponential rate; however, the vast majority of them lack appropriate descriptors like sampling location, time and...
Wolfgang Hankeln, Pier Luigi Buttigieg, Dennis Fin...
AAAI
2008
15 years 7 months ago
Active Learning for Pipeline Models
For many machine learning solutions to complex applications, there are significant performance advantages to decomposing the overall task into several simpler sequential stages, c...
Dan Roth, Kevin Small