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ICMLA
2009
15 years 3 months ago
Regularizing the Local Similarity Discriminant Analysis Classifier
Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
Luca Cazzanti, Maya R. Gupta
BMCBI
2011
14 years 9 months ago
Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data
Background: Classification and variable selection play an important role in knowledge discovery in highdimensional data. Although Support Vector Machine (SVM) algorithms are among...
Natalia Becker, Grischa Toedt, Peter Lichter, Axel...
EUROSYS
2006
ACM
16 years 3 months ago
The SMART way to migrate replicated stateful services
Many stateful services use the replicated state machine approach for high availability. In this approach, a service runs on multiple machines to survive machine failures. This pap...
Jacob R. Lorch, Atul Adya, William J. Bolosky, Ron...
SISW
2005
IEEE
15 years 11 months ago
Towards Protecting Sensitive Files in a Compromised System
Protecting sensitive files from a compromised system helps administrator to thwart many attacks, discover intrusion trails, and fast restore the system to a safe state. However, ...
Xin Zhao, Kevin Borders, Atul Prakash
ASPLOS
1987
ACM
15 years 9 months ago
The Effect of Instruction Set Complexity on Program Size and Memory Performance
One potentialdisadvantage of a machine with a reduced instruction. set is that object programs may be substantially larger than those for a machine with a richer, more complex ins...
Jack W. Davidson, Richard A. Vaughan