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» Bayesian time series classification
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106
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ANOR
2006
74views more  ANOR 2006»
15 years 2 months ago
Electroencephalogram (EEG) time series classification: Applications in epilepsy
Epilepsy is among the most common brain disorders. Approximately 25
Wanpracha Art Chaovalitwongse, Oleg A. Prokopyev, ...
100
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FLAIRS
2009
15 years 16 days ago
Multivariate Time Series Classification with Temporal Abstractions
Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos...
122
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AAAI
2000
15 years 4 months ago
Multivariate Clustering by Dynamics
We present a Bayesian clustering algorithm for multivariate time series. A clustering is regarded as a probabilistic model in which the unknown auto-correlation structure of a tim...
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
132
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BTW
2009
Springer
122views Database» more  BTW 2009»
15 years 3 months ago
Model-based Classification of Data with Time Series-valued Attributes
: Similarity search and data mining on time series databases has recently attracted much attention. In this paper, we represent a data object by several time series-valued attribut...
Christian Böhm, L. Läer, Claudia Plant, ...
109
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ICANN
2005
Springer
15 years 8 months ago
Some Issues About the Generalization of Neural Networks for Time Series Prediction
Abstract. Some issues about the generalization of ANN training are investigated through experiments with several synthetic time series and real world time series. One commonly acce...
Wen Wang, Pieter H. A. J. M. van Gelder, J. K. Vri...