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» Neural Network Ensembles for Time Series Prediction
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ICANN
2009
Springer
15 years 4 months ago
Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering
Carlos Alzate, Marcelo Espinoza, Bart De Moor, Joh...
CONIELECOMP
2006
IEEE
15 years 5 months ago
Chaotic Time Series Approximation Using Iterative Wavelet-Networks
This paper presents a wavelet neural-network for learning and approximation of chaotic time series. Wavelet-networks are inspired by both feed-forward neural networks and the theo...
E. S. Garcia-Trevino, Vicente Alarcón Aquin...
86
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IJCNN
2006
IEEE
15 years 5 months ago
Predicting Juvenile Diabetes from Clinical Test Results
—Two approaches to building models for prediction of the onset of Type 1 diabetes mellitus in juvenile subjects were examined. A set of tests performed immediately before diagnos...
Shibendra S. Pobi, Lawrence O. Hall
NN
2006
Springer
105views Neural Networks» more  NN 2006»
14 years 11 months ago
Unfolding preprocessing for meaningful time series clustering
Clustering methods are commonly applied to time series, either as a preprocessing stage for other methods or in their own right. In this paper it is explained why time series clus...
Geoffroy Simon, John Aldo Lee, Michel Verleysen