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Sven F. Crone
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Publications
- 2014
- [j4]Nikolaos Kourentzes, Devon K. Barrow, Sven F. Crone:
Neural network ensemble operators for time series forecasting. Expert Syst. Appl. 41(9): 4235-4244 (2014) - 2011
- [c25]Nikolaos Kourentzes, Sven F. Crone:
Semi-supervised monitoring of electric load time series for unusual patterns. IJCNN 2011: 2852-2859 - [c24]Sven F. Crone, Nikolaos Kourentzes:
The impact of preprocessing on forecasting electrical load: An empirical evaluation of segmenting time series into subseries. IJCNN 2011: 3285-3292 - 2010
- [j3]Sven F. Crone, Nikolaos Kourentzes:
Feature selection for time series prediction - A combined filter and wrapper approach for neural networks. Neurocomputing 73(10-12): 1923-1936 (2010) - [c23]Nikolaos Kourentzes, Sven F. Crone:
Inference for Neural Network Predictive Models with Impulse Interventions. DMIN 2010: 273-279 - [c22]Devon K. Barrow, Sven F. Crone, Nikolaos Kourentzes:
An evaluation of neural network ensembles and model selection for time series prediction. IJCNN 2010: 1-8 - [c21]Sven F. Crone, Nikolaos Kourentzes:
Naive Support Vector Regression and Multilayer Perceptron benchmarks for the 2010 neural network grand competition (NNGC) on time series prediction. IJCNN 2010: 1-8 - [c20]Nikolaos Kourentzes, Sven F. Crone:
Frequency independent automatic input variable selection for Neural Networks for forecasting. IJCNN 2010: 1-8 - [e6]Robert Stahlbock, Sven F. Crone, Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-Manfred Lippe, Gary M. Weiss:
Proceedings of The 2010 International Conference on Data Mining, DMIN 2010, July 12-15, 2010, Las Vegas, Nevada, USA. CSREA Press 2010, ISBN 1-60132-138-4 [contents] - 2009
- [c19]Sven F. Crone, Nikolaos Kourentzes:
Forecasting Seasonal Time Series with Multilayer Perceptrons - An Empirical Evaluation of Input Vector Specifications for Deterministic Seasonality. DMIN 2009: 232-238 - [c18]Sven F. Crone, Nikolaos Kourentzes:
Input-variable specification for Neural Networks - An analysis of forecasting low and high time series frequency. IJCNN 2009: 619-626
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