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Forecasting period charter rates of VLCC tankers through neutral networks : a comparison of alternative approaches
Santos, André A. P.; Junkes, Luciano N.; Pires, … - In: Maritime economics & logistics : a quarterly scientific … 16 (2014) 1, pp. 72-91
Persistent link: https://www.econbiz.de/10010255429
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Predicting inflation with neural networks
Paranhos, Livia - 2021
Persistent link: https://www.econbiz.de/10012500397
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On the empirical performance of some new neural network methods for forecasting intermittent demand
Babai, M. Zied; Tsadiras, A.; Papadopoulos, C. - In: IMA journal of management mathematics 31 (2020) 3, pp. 281-305
Persistent link: https://www.econbiz.de/10012258678
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Comparison of near neighbour and neural network in travel forecasting
Olmedo, Elena - In: Journal of forecasting 35 (2016) 3, pp. 217-223
Persistent link: https://www.econbiz.de/10011580270
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Forecasting incoming call volumes in call centers with recurrent Neural Networks
Jalal, Mona Ebadi; Hosseini, Monireh; Karlsson, Stefan - In: Journal of business research : JBR 69 (2016) 11, pp. 4811-4814
Persistent link: https://www.econbiz.de/10011588472
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Multiple time series forecasting using quasi-randomized functional link neural networks
Moudiki, Thierry; Planchet, Frédéric; Cousin, Areski - In: Risks : open access journal 6 (2018) 1, pp. 1-20
We are interested in obtaining forecasts for multiple time series, by taking into account the potential nonlinear relationships between their observations. For this purpose, we use a specific type of regression model on an augmented dataset of lagged time series. Our model is inspired by dynamic...
Persistent link: https://www.econbiz.de/10011811615
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Forecasting agricultural commodity pricing using neural network-based approach
Varma, G. Nikhila; Padman, K. - In: International journal of business information systems : … 31 (2019) 4, pp. 517-529
Persistent link: https://www.econbiz.de/10012144941
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Electricity price forecasting with neural networks on EPEX order books
Schnürch, Simon; Wagner, Andreas - In: Applied mathematical finance 27 (2020) 3, pp. 189-206
Persistent link: https://www.econbiz.de/10012315166
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Cascade neural network algorithm with analytical connection weights determination for modelling operations and energy applications
Wang, Zhengxu; Khan, Waqar Ahmed; Ma, Hoi-Lam; Wen, Xin - In: International journal of production research 58 (2020) 23, pp. 7094-7111
Persistent link: https://www.econbiz.de/10012315579
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Machine learning advances for time series forecasting
Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. - 2020
series forecasting. We consider both linear and nonlinear alternatives. Among the linear methods we pay special attention to …
Persistent link: https://www.econbiz.de/10012390030