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  • Search: subject:"gated recurrent unit"
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Year of publication
Subject
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Forecasting model 4 Prognoseverfahren 4 Gated Recurrent Unit 3 Neural networks 3 Neuronale Netze 3 gated recurrent unit 3 Currency crisis 2 Early warning system 2 Frühwarnsystem 2 Theorie 2 Theory 2 Währungskrise 2 currency crises 2 early warning system 2 long short-term memory 2 neural network 2 Aktienindex 1 Aktienmarkt 1 Algorithm 1 Algorithmus 1 Artificial intelligence 1 Attention mechanism 1 Bi-direction Long Short-Term Memory 1 Bidirectional Long Short-Term Memory (Bi-LSTM) 1 Börsenkurs 1 Commercial goods 1 Consumer behaviour 1 Coronary Heart Disease 1 Correlation vector machine 1 Cross-Validation Optimization 1 Cuckoo algorithm 1 Customs duties 1 Data Mining 1 Data mining 1 Deep learning 1 Distributed Memory 1 Economic indicator 1 Förderung erneuerbarer Energien 1 Gated Recurrent Unit (GRU) 1 Gated recurrent unit 1
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Online availability
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Free 8 CC license 6
Type of publication
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Article 7 Book / Working Paper 1
Type of publication (narrower categories)
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Article in journal 7 Aufsatz in Zeitschrift 7 Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
Language
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English 8
Author
All
Barthélémy, Sylvain 2 Gautier, Virginie 2 Rondeau, Fabien 2 Akter, Sharmin 1 Aslam, Faheem 1 Avelar-Sosa, Liliana 1 Bravo, Gabriel 1 Cruz-Mejia, Oliverio 1 Dangsawang, Bundidth 1 Ferreira, Paulo 1 Gonzalez, Joaquin 1 He, Xiaoxia 1 Iqbal, Sohail 1 Jadhav, Akshay 1 Laboni, Jesrin Jahan 1 Lalwani, Praveen 1 Latif, Saima 1 Liang, Jiajia 1 Malviya, Lokesh 1 Mejia-Muñoz, Jose-Manuel 1 Nuchitprasitchai, Siranee 1 Rahman, Rashedur M. 1 Ruma, Jannatul Ferdous 1 Sharma, Neeraj 1 Wu, Chuanju 1 Xiao, Haoyi 1
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Published in...
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Decision analytics journal 3 Economies : open access journal 1 Energy strategy reviews 1 Journal of forecasting 1 Logistics 1 Working paper 1
Source
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ECONIS (ZBW) 8
Showing 1 - 8 of 8
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Integrating macroeconomic and technical indicators into forecasting the stock market : a data-driven approach
Latif, Saima; Aslam, Faheem; Ferreira, Paulo; Iqbal, Sohail - In: Economies : open access journal 13 (2025) 1, pp. 1-28
Forecasting stock markets is challenging due to the influence of various internal and external factors compounded by the effects of globalization. This study introduces a data-driven approach to forecast S&P 500 returns by incorporating macroeconomic indicators including gold and oil prices, the...
Persistent link: https://www.econbiz.de/10015207282
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A machine learning approach for detecting customs fraud through unstructured data analysis in social media
Dangsawang, Bundidth; Nuchitprasitchai, Siranee - In: Decision analytics journal 10 (2024), pp. 1-11
three algorithms of Logistic Regression (LR), Gated Recurrent Unit (GRU), and Long Short-Term Memory (LSTM), employed to …
Persistent link: https://www.econbiz.de/10014541914
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Fog computing and industry 4.0 for newsvendor inventory model using attention mechanism and gated recurrent unit
Gonzalez, Joaquin; Avelar-Sosa, Liliana; Bravo, Gabriel; … - In: Logistics 8 (2024) 2, pp. 1-14
Background: Efficient inventory management is critical for sustainability in supply chains. However, maintaining adequate inventory levels becomes challenging in the face of unpredictable demand patterns. Furthermore, the need to disseminate demand-related information throughout a company often...
Persistent link: https://www.econbiz.de/10014631307
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Offshore wind power prediction based on two-stage hybrid modeling
Liang, Jiajia; He, Xiaoxia; Xiao, Haoyi; Wu, Chuanju - In: Energy strategy reviews 54 (2024), pp. 1-16
gated recurrent unit neural network with an attentional mechanism and a quantile regression model forecast wind speeds …
Persistent link: https://www.econbiz.de/10014636224
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Early warning system for currency crises using long short-term memory and gated recurrent unit neural networks
Barthélémy, Sylvain; Gautier, Virginie; Rondeau, Fabien - In: Journal of forecasting 43 (2024) 5, pp. 1235-1262
Persistent link: https://www.econbiz.de/10015108370
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A hybrid deep neural net learning model for predicting Coronary Heart Disease using Randomized Search Cross-Validation Optimization
Sharma, Neeraj; Malviya, Lokesh; Jadhav, Akshay; … - In: Decision analytics journal 9 (2023), pp. 1-10
-direction Long Short-Term Memory (BiLSTM) and Gated Recurrent Unit (GRU) hyper-parameter tuning is accomplished using Randomized …
Persistent link: https://www.econbiz.de/10014532396
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Early warning system for currency crises using long short-term memory and gated recurrent unit neural networks
Barthélémy, Sylvain; Rondeau, Fabien; Gautier, Virginie - 2023
Persistent link: https://www.econbiz.de/10014334456
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A deep learning classification model for Persian Hafez poetry based on the poet’s era
Ruma, Jannatul Ferdous; Akter, Sharmin; Laboni, Jesrin Jahan - In: Decision analytics journal 4 (2022), pp. 1-16
More than any other literary genre, poetry presents a significant challenge for Natural Language Processing (NLP) algorithms. Small poetries in the Persian language are called ghazal. Ghazal classification by document embedding technique and sequential learning on poetic era is an under-explored...
Persistent link: https://www.econbiz.de/10013448568
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