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Abstract: Various heuristic approaches have been proposed to limit design complexity and computing time in artificial neural network modelling, parameterisation and selection for time series prediction. However, no single approach demonstrates robust superiority on arbitrary datasets, causing additional decision problems and a trial-and-error approach to network modelling. To reflect this, we propose an extensive modelling approach exploiting available computational power to generate a multitude of... (Update)
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BibTeX entry: (Update)
@misc{ crone-stepwise,
author = "Sven F. Crone",
title = "Stepwise Selection of Artificial Neural Networks Models for Time Series
Prediction",
url = "citeseer.ist.psu.edu/726941.html" }
Citations (may not include all citations):1662 Neural networks for pattern recognition (context) - Bishop - 1995
704 Neural networks : a comprehensive foundation (context) - Haykin - 1999
625 Parallel distributed processing : explorations in the micros.. (context) - Rumelhart, McClelland - 1986
623 Multilayer Feedforward Networks are Universal Approximators (context) - Hornik, Stinchcombe - 1989
371 Time series analysis; forecasting and control (context) - Box - 1970
95 Nonlinear signal processing using neural networks prediction.. (context) - Lapedes, Farber - 1987
40 Predicting Sunspots and Exchange Rates with connectionist Ne.. (context) - Weigend - 1992
26 Simulation Neuronaler Netze (context) - Zell - 2000
23 Neural network time series forecasting of financial markets (context) - Azoff - 1994
16 A model selection approach to real-time macroeconomic foreca.. (context) - Swanson, White - 1997
13 Neural smithing : supervised learning in feedforward artific.. (context) - Reed, Marks - 1999
11 How effective are neural networks at forecasting and predict.. (context) - Adya, Collopy - 1998
7 Forecasting : methods and applications (context) - Makridakis, Wheelwright - 1998
7 Analysis of univariate time series with connectionist nets: .. (context) - de Groot, Wurtz - 1991
6 Neural Networks - Forecasting Breakthrough or Passing Fad (context) - Chatfield - 1993
5 Statistical forecasting for inventory control (context) - Brown - 1959
4 Time series forecasting with neural networks: A case study - Faraway, Chatfield - 1995
3 A tale of forecasting 1001 series : The Bayesian knight stri.. (context) - Zellner - 1986
3 Neural network models for time series forecasts (context) - Hill, O'Connor - 1996
3 Analyse und Prognose von Zeitreihen mit neuronalen Netzen (context) - Thiesing - 1998
3 Forecasting and loss functions (context) - Fildes, Makridakis - 1988
2 Forecasting with artificial neural networks: The state of th.. (context) - Zhang, Patuwo - 1998
2 An investigation of model selection criteria for neural netw.. (context) - Qi, Zhang - 2001
2 Training Artificial Neural Networks using Asymmetric Cost Fu.. (context) - Crone - 2002
2 Neural networks for time-series forecasting (context) - Remus, O'Connor - 2001
1 Knstliche neuronale Netze in Management-Informationssystemen.. (context) - Alex - 1998
1 Feed-forward Neural Networks as Models for Time Series Forec.. (context) - Tang, Fishwick - 1993
1 Designing a neural network for forecasting financial and eco.. - Kaastra, Boyd - 1996
1 Generalising about univariate forecasting methods: further e.. (context) - Fildes, Hibon - 1998
1 Neural networks in business: techniques and applications for.. - Smith, Gupta - 2000
1 Backpropagation in time series forecasting (context) - Lachtermacher, Fuller - 1987
1 Time series forecasting with neural networks: A comparative .. (context) - Faraway, Chatfield - 1998
1 A Neural-Network Short-Term Load Forecaster (context) - Srinivasan, Liew - 1994
1 The M3-Competition: results, conclusions and implications (context) - Makridakis, Hibon - 2000
1 Forecasting competitions: their role in improving forecastin.. (context) - Fildes - 2002
1 Evolutionre Entwicklung knstlicher neuronaler Netze zur Lsun.. (context) - Stahlbock - 2002
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