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ICONIP
2008
13 years 11 months ago
On Weight-Noise-Injection Training
Abstract. While injecting weight noise during training has been proposed for more than a decade to improve the convergence, generalization and fault tolerance of a neural network, ...
Kevin Ho, Chi-Sing Leung, John Sum
IVC
2002
141views more  IVC 2002»
13 years 9 months ago
Real-time gesture recognition system and application
In this paper, we consider a vision-based system that can interpret a user's gestures in real time to manipulate windows and objects within a graphical user interface. A hand...
Chan Wah Ng, Surendra Ranganath
ASIAMS
2008
IEEE
14 years 4 months ago
Data Reduction and Ensemble Classifiers in Intrusion Detection
Efficiency is one of the major issues in intrusion detection. Inefficiency is often attributed to high overhead and this is caused by several reasons. Among them are continuous de...
Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam ...
ISPAN
2002
IEEE
14 years 3 months ago
A New Parallel Genetic Algorithm
One problem of propagating the globally fittest individual via neighbourhood evolving in both island model and cellular model of existing parallel genetic algorithms (PGA) is that...
Ling Tan, David Taniar, Kate A. Smith
JSW
2008
123views more  JSW 2008»
13 years 10 months ago
Component-oriented Reliability Analysis and Optimal Version-upgrade Problems for Open Source Software
The current software development environment has been changing into new development paradigms such as concurrent distributed development environment and the so-called open source p...
Yoshinobu Tamura, Shigeru Yamada