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  • Search: subject:"Multilayer Perceptrons"
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Year of publication
Subject
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Forecasting model 4 Multilayer perceptrons 4 Prognoseverfahren 4 Artificial intelligence 3 Künstliche Intelligenz 3 Time series analysis 3 Zeitreihenanalyse 3 ARMA model 2 ARMA-Modell 2 Autoregressive integrated moving average 2 Financial time series forecasting 2 Neural networks 2 Neuronale Netze 2 Series and parallel combination strategies 2 Stock markets 2 Theorie 2 Theory 2 ARCH model 1 ARCH-Modell 1 Aktienmarkt 1 Anlageverhalten 1 Bank failure 1 Behavioural finance 1 Bi-LSTM 1 Börsenkurs 1 Convolutional Neural Networks 1 Deep Learning 1 Demand 1 Demand forecasting 1 Emotion 1 Estimation theory 1 Forecasting 1 Learning process 1 Lernprozess 1 Linear models 1 Long Short-Term Memory Networks 1 Machine learning 1 Modeling 1 Multilayer Perceptrons 1 Nachfrage 1
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Online availability
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Free 3 Undetermined 2 CC license 1
Type of publication
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Article 6
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3 Article 1 Aufsatz im Buch 1 Book section 1
Language
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English 5 Undetermined 1
Author
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Khashei, Mehdi 3 Hajirahimi, Zahra 2 Akusta, Ahmet 1 Amindoust, Atefeh 1 Bahrami, Maryam 1 Ekinci, Aykut 1 Erdal, Halil 1 Yalçın Kayacan, Eda 1
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Published in...
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Computational Economics 1 Financial Innovation 1 Financial innovation : FIN 1 Istanbul business research 1 Journal of modelling in management 1 Selected topics in applied econometrics 1
Source
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ECONIS (ZBW) 4 EconStor 1 RePEc 1
Showing 1 - 6 of 6
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Integrating market sentiments for stock price prediction : a comparative study of Bi-LSTM and multilayer perceptions
Akusta, Ahmet - In: Istanbul business research 54 (2025) 1, pp. 99-121
multilayer perceptrons (MLPs) developed alongside historical stock price data. This study assesses the predictive performance …
Persistent link: https://www.econbiz.de/10015411682
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A parallel-series hybridization of seasonal intelligent based statistical model for demand forecasting
Bahrami, Maryam; Khashei, Mehdi; Amindoust, Atefeh - In: Journal of modelling in management 17 (2022) 4, pp. 1126-1143
Persistent link: https://www.econbiz.de/10014334156
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Performance evaluation of series and parallel strategies for financial time series forecasting
Khashei, Mehdi; Hajirahimi, Zahra - In: Financial Innovation 3 (2017) 24, pp. 1-24
(ARIMA) and multilayer perceptrons (MLPs) are used to construct two series hybrid models, ARIMA-MLP and MLP-ARIMA, and three …
Persistent link: https://www.econbiz.de/10011808260
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Performance evaluation of series and parallel strategies for financial time series forecasting
Khashei, Mehdi; Hajirahimi, Zahra - In: Financial innovation : FIN 3 (2017) 24, pp. 1-24
(ARIMA) and multilayer perceptrons (MLPs) are used to construct two series hybrid models, ARIMA-MLP and MLP-ARIMA, and three …
Persistent link: https://www.econbiz.de/10011747738
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Deep learning for time series forecasting
Yalçın Kayacan, Eda - In: Selected topics in applied econometrics, (pp. 243-254). 2019
Persistent link: https://www.econbiz.de/10012286997
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A Comparison of Various Artificial Intelligence Methods in the Prediction of Bank Failures
Erdal, Halil; Ekinci, Aykut - In: Computational Economics 42 (2013) 2, pp. 199-215
neural network (RBF-NN) and multilayer perceptrons (MLPs); in addition to subjecting the explanatory variables to principal …
Persistent link: https://www.econbiz.de/10010866826
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