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IJON
2006
104views more  IJON 2006»
15 years 6 months ago
Kernel methods and the exponential family
The success of Support Vector Machine (SVM) gave rise to the development of a new class of theoretically elegant learning machines which use a central concept of kernels and the a...
Stéphane Canu, Alexander J. Smola
ENTCS
2008
136views more  ENTCS 2008»
15 years 6 months ago
A Virtual Machine Based Information Flow Control System for Policy Enforcement
The ability to enforce usage policies attached to data in a fine grained manner requires that the system be able to trace and control the flow of information within it. This paper...
Srijith Krishnan Nair, Patrick N. D. Simpson, Brun...
RAID
2010
Springer
15 years 5 months ago
Inferring Protocol State Machine from Real-World Trace
Application-level protocol specifications are helpful for network security management, including intrusion detection, intrusion prevention and detecting malicious code. However, c...
Yipeng Wang, Zhibin Zhang, Li Guo
IRI
2008
IEEE
16 years 1 months ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
ECML
2005
Springer
16 years 10 days ago
An Integrated Approach to Learning Bayesian Networks of Rules
Jesse Davis, Elizabeth S. Burnside, Inês de ...