In order to discover relevant weights of neural networks, this paper proposes a novel method to learn a distinct squared penalty factor for each weight as a minimization problem ov...
Networking has turned computers from isolated data processors into powerful communication and elaboration devices, called global computers; an illustrative example is the World
Lorenzo Bettini, Rocco De Nicola, Gian Luigi Ferra...
The impact of ATM cell delays on multimedia application performance is studied through measurements using a broadband network analyser. A method is developed to measure the ATM ce...
H.-K. Tan, R. Radhakrishna Pillai, Chen-Khong Tham...
In this paper we first overview the main concepts of Statistical Learning Theory, a framework in which learning from examples can be studied in a principled way. We then briefly di...
An estimation of the generalization performance of classifier is one of most important problems in pattern clasification and neural network training theory. In this paper we estima...