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KDD
1998
ACM
120views Data Mining» more  KDD 1998»
15 years 9 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
ICMLA
2008
15 years 6 months ago
Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...
Cecilia Sönströd, Ulf Johansson, Ulf Nor...
IADIS
2004
15 years 6 months ago
A Model for Naturalistic Virtual User Simulation
The aim of this study is to present a contribution in the area of human decision modeling. A state of the art from this research area shows the lack of models combining perceptive...
Laurent Bodic, Pierre Favier, Guillaume Calvet
IFIP13
2004
15 years 6 months ago
A Sampling Model to Ascertain Automation-Induced Complacency in Multi-Task Environments
: This article discusses the development of a model that defines the optimal sampling behaviour of operators in a multi-task flight simulation, where one of the tasks is automated....
Nasrine Bagheri, Greg A. Jamieson
IIWAS
2004
15 years 6 months ago
ReFFlow: A Model and Generic Approach to Flexibility of Web Service Compositions
: This paper addresses two important aspects of Web service compositions - on the one hand, flexibility of Web service (WS) compositions, and on the other the automatic development...
Dimka Karastoyanova, Alejandro P. Buchmann