181 search results - page 20 / 37 » A statistical model selection strategy applied to neural net... |
115
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ESEM
2007
ACM
15 years 3 months ago
2007
ACM
The goal of this paper is to improve the prediction performance of fault-prone module prediction models (fault-proneness models) by employing over/under sampling methods, which ar...
IROS
2006
IEEE
15 years 5 months ago
2006
IEEE
— This paper presents an approach on how to adapt playgrounds using artificial neural networks (ANN). The playground consists of small tiles each capable of outputting coloured ...
114
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IJCNN
2007
IEEE
15 years 6 months ago
2007
IEEE
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...
AINA
2009
IEEE
15 years 6 months ago
2009
IEEE
This paper is focused on modeling Web request and session level arrival processes. We propose a statistically rigorous approach which includes testing for non-stationarity and Gau...
112
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ITS
2004
Springer
15 years 5 months ago
2004
Springer
This research describes a probabilistic approach for developing predictive models of how students learn problem-solving skills in general qualitative chemistry. The goal is to use ...