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» Neural network ensembles for time series forecasting
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WINE
2005
Springer
268views Economy» more  WINE 2005»
15 years 2 months ago
Mining Stock Market Tendency Using GA-Based Support Vector Machines
In this study, a hybrid intelligent data mining methodology, genetic algorithm based support vector machine (GASVM) model, is proposed to explore stock market tendency. In this hyb...
Lean Yu, Shouyang Wang, Kin Keung Lai
IWANN
2009
Springer
15 years 4 months ago
Special Time Series Prediction: Creep of Concrete
This paper presents an algorithm, different from the classical time series, specialised in extracting knowledge from time series. The algorithm,
Juan L. Pérez, Fernando Martínez Abe...
IJCNN
2000
IEEE
15 years 1 months ago
Input Window Size and Neural Network Predictors
Neural Network approaches to time series prediction are briefly discussed, and the need to specify an appropriately sized input window identified. Relevant theoretical results fro...
Ray J. Frank, Neil Davey, S. P. Hunt
ESANN
2008
14 years 11 months ago
Conditional prediction of time series using spiral recurrent neural network
Frequently, sequences of state transitions are triggered by specific signals. Learning these triggered sequences with recurrent neural networks implies storing them as different at...
Huaien Gao, Rudolf Sollacher
ICANN
2009
Springer
15 years 2 months ago
Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering
Carlos Alzate, Marcelo Espinoza, Bart De Moor, Joh...