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PAKDD
2000
ACM
100views Data Mining» more  PAKDD 2000»
14 years 1 months ago
Discovery of Relevant Weights by Minimizing Cross-Validation Error
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...
Kazumi Saito, Ryohei Nakano
WOA
2000
13 years 11 months ago
Mobile Applications in X-KLAIM
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...
COMCOM
2000
87views more  COMCOM 2000»
13 years 10 months ago
Impact of ATM cell delay on multimedia applications
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...
IJCV
2000
86views more  IJCV 2000»
13 years 10 months ago
Statistical Learning Theory: A Primer
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...
Theodoros Evgeniou, Massimiliano Pontil, Tomaso Po...
INFORMATICALT
2000
118views more  INFORMATICALT 2000»
13 years 10 months ago
Generalization Error of Randomized Linear Zero Empirical Error Classifier: Simple Asymptotics for Centered Data Case
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...
Valdas Diciunas, Sarunas Raudys