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  • Search: subject:"LSTM"
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Year of publication
Subject
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LSTM 158 Forecasting model 148 Prognoseverfahren 148 Theorie 100 Theory 100 Artificial intelligence 84 Künstliche Intelligenz 84 Neural networks 77 Neuronale Netze 77 Börsenkurs 45 Share price 45 Time series analysis 41 Zeitreihenanalyse 41 Volatility 33 Volatilität 33 deep learning 33 Deep learning 27 Forecast 27 Learning process 27 Lernprozess 27 Prognose 27 Stock market 24 Aktienmarkt 23 Portfolio selection 22 Portfolio-Management 22 ARCH model 19 ARCH-Modell 19 Capital income 19 Kapitaleinkommen 19 machine learning 19 Machine learning 18 Virtual currency 17 Virtuelle Währung 17 CNN 15 ARIMA 13 Algorithm 13 Algorithmus 13 Anlageverhalten 13 Behavioural finance 13 forecasting 13
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Online availability
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Undetermined 147 Free 110 CC license 40
Type of publication
All
Article 227 Book / Working Paper 31 Other 1
Type of publication (narrower categories)
All
Article in journal 192 Aufsatz in Zeitschrift 192 Graue Literatur 26 Non-commercial literature 26 Working Paper 25 Arbeitspapier 23 Article 17 research-article 8 Aufsatz im Buch 7 Book section 7 Amtliche Publikation 3 Aufsatzsammlung 1 Conference Paper 1 Conference paper 1 Konferenzbeitrag 1
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Language
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English 255 German 1 Portuguese 1 Spanish 1 Undetermined 1
Author
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Ślepaczuk, Robert 6 Anese, Gianluca 3 Carbó, José Manuel 3 Corazza, Marco 3 Costola, Michele 3 Coussement, Kristof 3 Fischer, Thomas 3 Gorjón, Sergio 3 Hopp, Daniel 3 Krauss, Christopher 3 Pelizzon, Loriana 3 Song, Yuping 3 Yao, Haixiang 3 Abdi, Farshid 2 Abolmakarem, Shaghayegh 2 Abualigah, Laith Mohammad Qasim 2 Agrawal, Anshul 2 Akgün, Melek 2 Al-Soud, Anas 2 AlKhatib, Khalid 2 Alkhazaleh, Hamzah Ali 2 Almosova, Anna 2 Anderson, Heather 2 Andresen, Niek 2 Bashchenko, Oksana 2 Chakraborty, Ishita 2 Chen, Junwei 2 Chen, Shun 2 Chew, Ek Peng 2 Chlebus, Marcin 2 De Bock, Koen W. 2 De Caigny, Arno 2 Didehkhani, Hosein 2 Drechsler, Rolf 2 Duan, Kun 2 Fiore, Ugo 2 Fu, Hao 2 Ge, Lei 2 Goldstein, Edvinas 2 Handmann, Uwe 2
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Institution
All
Department of Econometrics and Business Statistics, Monash Business School 1
Published in...
All
Journal of forecasting 16 International journal of production research 10 Finance research letters 7 Working papers 7 Computational economics 6 Data Technologies and Applications 5 Operations research forum 5 Electronic commerce research 4 International Journal of Financial Studies : open access journal 4 Journal of Risk and Financial Management 4 Journal of open innovation : technology, market, and complexity 4 Journal of risk and financial management : JRFM 4 Decision analytics journal 3 Digital finance : smart data analytics, investment innovation, and financial technology 3 Energy economics 3 European research studies 3 Intelligent systems in accounting, finance & management 3 International journal of forecasting 3 International journal of networking and virtual organisations : IJNVO 3 International review of economics & finance : IREF 3 International review of financial analysis 3 Research paper series / Swiss Finance Institute 3 The North American journal of economics and finance : a journal of financial economics studies 3 UNCTAD research paper 3 Annals of Operations Research 2 Applied economics letters 2 Computational management science 2 Data science and management : DSM 2 Economies : open access journal 2 Energy strategy reviews 2 IEEE transactions on engineering management : EM 2 IEEE transactions on engineering management : EM ; a publication of the IEEE Engineering Management Society 2 International journal of business information systems : IJBIS 2 International journal of intelligent enterprise 2 Internet finance and digital economy : advances in digital economy and data analysis technology : the 2nd International Conference on Internet Finance and Digital Economy, Kuala Lumpur, Malaysia, 19 - 21 August 2022 2 Journal of international commerce, economics and policy 2 Logistics 2 Quantitative finance 2 Risks : open access journal 2 Swiss Finance Institute Research Paper 2
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Source
All
ECONIS (ZBW) 225 EconStor 20 Other ZBW resources 11 RePEc 2 BASE 1
Showing 121 - 130 of 259
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Improving scheduling in multi-AGV systems by task prediction
Fan, Hongkai; Li, Dong; Ouyang, Bo; Yan, Zhi; Wang, Yaonan - In: Journal of scheduling : JOS 27 (2024) 3, pp. 299-308
Persistent link: https://www.econbiz.de/10015049239
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Forecasting hotel room prices when entering turbulent times : a game-theoretic artificial neural network model
Binesh, Fatemeh; Belarmino, Amanda; Rest, Jean-Pierre … - In: International journal of contemporary hospitality management 36 (2024) 4, pp. 1044-1065
Persistent link: https://www.econbiz.de/10014483807
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Futuristic portfolio optimization problem : wavelet based long short-term memory
Abolmakarem, Shaghayegh; Abdi, Farshid; … - In: Journal of modelling in management 19 (2024) 2, pp. 523-555
Persistent link: https://www.econbiz.de/10014486825
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Stock movement prediction : a multi-input LSTM approach
Tang, Pan; Tang, Cheng; Wang, Keren - In: Journal of forecasting 43 (2024) 5, pp. 1199-1211
Persistent link: https://www.econbiz.de/10015108366
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Machine learning aided Six Sigma : perspective and practical implementation
Maged, Ahmed; Haridy, Salah; Awad, Mahmoud; … - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 1519-1530
Persistent link: https://www.econbiz.de/10015405172
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Volatility forecasting incorporating intraday positive and negative jumps based on deep learning model
Zhang, Yilun; Song, Yuping; Peng, Ying; Wang, Hanchao - In: Journal of forecasting 43 (2024) 7, pp. 2749-2765
Persistent link: https://www.econbiz.de/10015110554
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Forecasting volatility with machine learning and rough volatility : example from the crypto-winter
Tang, Siu Hin; Rosenbaum, Mathieu; Zhou, Chao - In: Digital finance : smart data analytics, investment … 6 (2024) 4, pp. 639-655
Persistent link: https://www.econbiz.de/10015177139
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Sales forecasting method for inventory replenishment systems of vehicle energy stations without stockouts
Li, Fangfang; Sun, Lijun; Kong, Nan; Zhang, Hang; Mo, Lipo - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 6568-6580
Persistent link: https://www.econbiz.de/10015412909
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Is Deep-Learning and Natural Language Processing Transcending the Financial Forecasting? Investigation Through Lens of News Analytic Process
Khalil, Faisal; Pipa, Gordon - In: Computational Economics 60 (2021) 1, pp. 147-171
language processing (NLP) techniques and Deep-learning recurrent model called long short term memory (LSTM). Instead of using …-tech, financial, medical, automobile sectors are selected, and six LSTM models, three for using text-analytic and other without … other models due to LSTM specialty of keeping long term memory. Collective accuracy of textual analytic models is way higher …
Persistent link: https://www.econbiz.de/10014501299
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A hybrid approach for high precision prediction of gas flows
Petkovic, Milena; Chen, Ying; Gamrath, Inken; Gotzes, Uwe; … - In: Energy Systems 13 (2021) 2, pp. 383-408
FAR, LSTM and mathematical programming to achieve robust high-quality forecasts on real-world data for different types of …
Persistent link: https://www.econbiz.de/10014501340
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