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ICC
2009
IEEE
113views Communications» more  ICC 2009»
13 years 6 months ago
Using GMM and SVM-Based Techniques for the Classification of SSH-Encrypted Traffic
When employing cryptographic tunnels such as the ones provided by Secure Shell (SSH) to protect their privacy on the Internet, users expect two forms of protection. First, they aim...
Maurizio Dusi, Alice Este, Francesco Gringoli, Luc...
JMLR
2006
148views more  JMLR 2006»
13 years 9 months ago
Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis
Dimensionality reduction is an important pre-processing step in many applications. Linear discriminant analysis (LDA) is a classical statistical approach for supervised dimensiona...
Jieping Ye, Tao Xiong
MCSS
2006
Springer
13 years 8 months ago
Optimal input sets for time minimality in quantized control systems
Abstract Limited capacity of communication channels has brought to the attention of many researchers the analysis of control systems subject to a quantized input set. In some funda...
Alessia Marigo
ICML
2003
IEEE
14 years 9 months ago
The Pre-Image Problem in Kernel Methods
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...
James T. Kwok, Ivor W. Tsang
SSD
2005
Springer
173views Database» more  SSD 2005»
14 years 2 months ago
On Discovering Moving Clusters in Spatio-temporal Data
A moving cluster is defined by a set of objects that move close to each other for a long time interval. Real-life examples are a group of migrating animals, a convoy of cars movin...
Panos Kalnis, Nikos Mamoulis, Spiridon Bakiras