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New Neural Network Methods for Forecasting Regional Employment: an Analysis of German Labour Markets
Patuelli, Roberto; Reggiani, Aura; Nijkamp, Peter; … - In: Spatial Economic Analysis 1 (2006) 1, pp. 7-30
Abstract In this paper, a set of neural network (NN) models is developed to compute short-term forecasts of regional employment patterns in Germany. Neural networks are modern statistical tools based on learning algorithms that are able to process large amounts of data. Neural networks are...
Persistent link: https://ebvufind01.dmz1.zbw.eu/10005495698
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Neural networks for regional employment forecasts: are the parameters relevant?
Patuelli, Roberto; Reggiani, Aura; Nijkamp, Peter; … - In: Journal of Geographical Systems 13 (2011) 1, pp. 67-85
Persistent link: https://ebvufind01.dmz1.zbw.eu/10008926213
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A comparative analysis of the performance of evolutionary algorithms and logit models in spatial networks
Reggiani, Aura; Nijkamp, Peter; Sabella, Enrico - In: Spatial economic science : new frontiers in theory and …, (pp. 331-354). 2000
Persistent link: https://ebvufind01.dmz1.zbw.eu/10001509446
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European freight transport analysis using neural networks and logit models
Reggiani, Aura; Nijkamp, Peter; Tsang, Wai Fai - 1997
Persistent link: https://ebvufind01.dmz1.zbw.eu/10000956249
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Neural network and spatial interactions analysis of European commodity flows
Reggiani, Aura; Nijkamp, Peter; Tsang, Wai Fai - 1997
Persistent link: https://ebvufind01.dmz1.zbw.eu/10000984872
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Modelling inter-urban transport flows in Italy : a comparison between neural network analysis and logit analysis
Nijkamp, Peter; Reggiani, Aura; Tritapepe, Tommaso - 1996
Persistent link: https://ebvufind01.dmz1.zbw.eu/10000932247
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Analysis of complex networks : an overview of methodologies and a neural network application to intermodal transport in Italy
Nijkamp, Peter; Reggiani, Aura; Tritapepe, Tommaso - 1996
Persistent link: https://ebvufind01.dmz1.zbw.eu/10000932260
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Models and scenarios for European freight transport based on neural networks and logit analysis
Nijkamp, Peter - In: Simulating social phenomena, (pp. 319-325). 1997
Persistent link: https://ebvufind01.dmz1.zbw.eu/10001321935
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Spatial choice behaviour : logit models and neural network analysis
Nijkamp, Peter - In: The annals of regional science : an international … 31 (1997) 4, pp. 411-429
Persistent link: https://ebvufind01.dmz1.zbw.eu/10001226492
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Spatial modal patterns in European freight transport networks : results of neurocomputing and logit models
Reggiani, Aura; Nijkamp, Peter; Nobilio, Lucia - 1997
Persistent link: https://ebvufind01.dmz1.zbw.eu/10000966121