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BMCBI
2006
94views more  BMCBI 2006»
14 years 10 months ago
Noise-injected neural networks show promise for use on small-sample expression data
Background: Overfitting the data is a salient issue for classifier design in small-sample settings. This is why selecting a classifier from a constrained family of classifiers, on...
Jianping Hua, James Lowey, Zixiang Xiong, Edward R...
INFOCOM
2003
IEEE
15 years 3 months ago
Goodput Analysis of a Fluid Queue with Selective Discarding and a Responsive Bursty Source
Abstract— In this paper we analyse a feedback system consisting of a finite buffer fluid queue and a responsive source. The source alternates between silence periods and active...
Parijat Dube, Eitan Altman
ENGL
2006
84views more  ENGL 2006»
14 years 10 months ago
A framework for neural network to make business forecasting with hybrid VAR and GA components
Applying Vector Autoregression (VAR) and genetic algorithm (GA) in hybrid systems with neural network can improve the NN's prediction capability. Two case studies have been ca...
Sio Iong Ao
ICDAR
2009
IEEE
14 years 7 months ago
Invariant Primitives for Handwritten Arabic Script: A Contrastive Study of Four Feature Sets
The choice of relevant features is very decisive in handwriting recognition rate. Our aim is to present some useful structural and statistical features and see their degree of var...
Sofiene Haboubi, Samia Maddouri, Noureddine Ellouz...
BMCBI
2008
107views more  BMCBI 2008»
14 years 10 months ago
Multi-agent systems in epidemiology: a first step for computational biology in the study of vector-borne disease transmission
Background: Computational biology is often associated with genetic or genomic studies only. However, thanks to the increase of computational resources, computational models are ap...
Benjamin Roche, Jean-François Guégan...