The kernel function plays a central role in kernel methods. In this paper, we consider the automated learning of the kernel matrix over a convex combination of pre-specified kerne...
Logistic Regression is a well-known classification method that has been used widely in many applications of data mining, machine learning, computer vision, and bioinformatics. Spa...
Mobile computing adds a mostly unexplored dimension to data mining: user's position is a relevant piece of information, and recommendation systems, selecting and ranking link...
In the near future, hardware is expected to become increasingly vulnerable to faults due to continuously decreasing feature size. Software-level symptoms have previously been used...
In this paper, we study the problem of testing Intrusion Detection Systems (IDS) in Mobile Ad hoc Networks (MANET). Testing is achieved by simulating different measurements. We mo...
Hadi Otrok, Joey Paquet, Mourad Debbabi, Prabir Bh...