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KDD
1998
ACM
120views Data Mining» more  KDD 1998»
15 years 7 months ago
Large Datasets Lead to Overly Complex Models: An Explanation and a Solution
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
Tim Oates, David Jensen
BIOINFORMATICS
2007
66views more  BIOINFORMATICS 2007»
15 years 3 months ago
Gene expression network analysis and applications to immunology
We address the problem of using expression data and prior biological knowledge to identify differentially expressed pathways or groups of genes. Following an idea of Ideker et al...
Serban Nacu, Rebecca Critchley-Thorne, Peter Lee, ...
ICDS
2009
IEEE
15 years 10 months ago
An Iterative Method to Design Traffic Flow Models
Existing traffic flow modeling theory lacks of guidelines to construct traffic flow models from scratch. In addition, traffic flow models are mainly analyzed with computer simulat...
Juan Manuel González-Calleros, Jorge Mart&i...
CSDA
2006
92views more  CSDA 2006»
15 years 3 months ago
Robust measures of tail weight
The kurtosis coefficient is often regarded as a measure of the tail heaviness of a distribution relative to that of the normal distribution. However, it also measures the peakedne...
Guy Brys, Mia Hubert, Anja Struyf
ENVSOFT
2006
144views more  ENVSOFT 2006»
15 years 3 months ago
Ten iterative steps in development and evaluation of environmental models
Models are increasingly being relied upon to inform and support natural resource management. They are incorporating an ever broader range of disciplines and now often confront peo...
Anthony J. Jakeman, Rebecca A. Letcher, John P. No...