 | 2011 |
|---|
| 10 |       | Nikolaos Kourentzes,
Sven F. Crone:
Semi-supervised monitoring of electric load time series for unusual patterns.
IJCNN 2011: 2852-2859 |
| 9 | | 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 |
|---|
| 8 |  | 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 |
| 7 | | Nikolaos Kourentzes,
Sven F. Crone:
Inference for Neural Network Predictive Models with Impulse Interventions.
DMIN 2010: 273-279 |
| 6 | | 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 |
| 5 | | Nikolaos Kourentzes,
Sven F. Crone:
Frequency independent automatic input variable selection for Neural Networks for forecasting.
IJCNN 2010: 1-8 |
| 4 | | 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 |
| 3 | | 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) |
| 2009 |
|---|
| 2 | | 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 |
| 1 | | 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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