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154
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JSW
2007
185views more  JSW 2007»
15 years 2 months ago
A Decision Support System base line Flexible Architecture to Intrusion Detection
—Becoming more competitive and more effective in the current scenes of Business and Public Administration, the organizations must be able to approach easily and quickly to the in...
Marcello Castellano, Giuseppe Mastronardi, Angela ...
KDD
2004
ACM
124views Data Mining» more  KDD 2004»
15 years 8 months ago
Incorporating prior knowledge with weighted margin support vector machines
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
Xiaoyun Wu, Rohini K. Srihari
117
Voted
CORR
2008
Springer
113views Education» more  CORR 2008»
15 years 2 months ago
Robustness, Risk, and Regularization in Support Vector Machines
We consider two new formulations for classification problems in the spirit of support vector machines based on robust optimization. Our formulations are designed to build in prote...
Huan Xu, Shie Mannor, Constantine Caramanis
121
Voted
COORDINATION
2008
Springer
15 years 4 months ago
Actors with Multi-headed Message Receive Patterns
Abstract. The actor model provides high-level concurrency abstractions to coordinate simultaneous computations by message passing. Languages implementing the actor model such as Er...
Martin Sulzmann, Edmund S. L. Lam, Peter Van Weert
114
Voted
ICSE
2007
IEEE-ACM
16 years 2 months ago
Supporting Heterogeneous Architecture Descriptions in an Extensible Toolset
Many architecture description languages (ADLs) have been proposed to model, analyze, configure, and deploy complex software systems. To face this diversity, extensible ADLs (or AD...
Ali Erdem Özcan, Jean-Bernard Stefani, Matthi...