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  • Search: subject:"LSTM"
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Year of publication
Subject
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LSTM 158 Forecasting model 147 Prognoseverfahren 147 Theorie 99 Theory 99 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 Forecast 27 Learning process 27 Lernprozess 27 Prognose 27 Deep learning 26 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 146 Free 110 CC license 40
Type of publication
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Article 226 Book / Working Paper 31 Other 1
Type of publication (narrower categories)
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Article in journal 191 Aufsatz in Zeitschrift 191 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 254 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
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Department of Econometrics and Business Statistics, Monash Business School 1
Published in...
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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 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 Intelligent systems in accounting, finance & management 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 The Journal of finance and data science : JFDS 2
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Source
All
ECONIS (ZBW) 224 EconStor 20 Other ZBW resources 11 RePEc 2 BASE 1
Showing 21 - 30 of 258
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A multi-task encoder-dual-decoder framework for mixed frequency data prediction
Lin, Jiahe; Michailidis, George C. - In: International journal of forecasting 40 (2024) 3, pp. 942-957
Persistent link: https://www.econbiz.de/10014547227
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Study of the process of identifying the authorship of texts written in natural language
Ulianovska, Yuliia; Firsov, Oleksandr; Kostenko, Victoria; … - In: Technology audit and production reserves 2 (2024) 2/76, pp. 32-37
Persistent link: https://www.econbiz.de/10014548302
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Audiovisual speech recognition based on a deep convolutional neural network
Rudregowda, Shashidhar; Patilkulkarni, Sudarshan; Ravi, … - In: Data science and management : DSM 7 (2024) 1, pp. 25-34
Audiovisual speech recognition is an emerging research topic. Lipreading is the recognition of what someone is saying using visual information, primarily lip movements. In this study, we created a custom dataset for Indian English linguistics and categorized it into three main categories: (1)...
Persistent link: https://www.econbiz.de/10014518032
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Predicting customer abandonment in recurrent neural networks using short-term memory
Beltozar-Clemente, Saul; Iparraguirre-Villanueva, Orlando; … - In: Journal of open innovation : technology, market, and … 10 (2024) 1, pp. 1-9
models. The central focus of the research was the development and evaluation of a short-term memory model (LSTM) specifically … designed to predict customer leakage. The choice of LSTM as the mainstay of the research is based on its proven ability to … various sequence prediction tasks. The model implementation, configured sequentially with Keras, comprised of an initial LSTM …
Persistent link: https://www.econbiz.de/10014518907
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Forecasting salmon market volatility using long short-term memory (LSTM)
Zitti, Mikaella - In: Aquaculture economics & management : official journal … 28 (2024) 1, pp. 143-175
Persistent link: https://www.econbiz.de/10015053133
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Food products pricing theory with application of machine learning and game theory approach
Mamoudan, Mobina Mousapour; Mohammadnazari, Zahra; … - In: International journal of production research 62 (2024) 15, pp. 5489-5509
Persistent link: https://www.econbiz.de/10015053701
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Malaysia energy outlook from 1990 to 2050 for sustainability : business-as-usual and Alternative-policy Scenarios based economic projections with AI based experiments
Hasan, Mohammad Kamrul; Ahmed, Musse Mohamud; Islam, Shayla - In: Energy strategy reviews 53 (2024), pp. 1-17
-short-term memory (LSTM) has been used as an initial experiment on how Artificial Intelligence (AI) can be used in the energy outlook …
Persistent link: https://www.econbiz.de/10014584548
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LSTM-ARIMA as a hybrid approach in algorithmic investment strategies
Kashif, Kamil; Ślepaczuk, Robert - 2024
Persistent link: https://www.econbiz.de/10014634690
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The hybrid forecast of S&P 500 volatility ensembled from VIX, GARCH and LSTM models
Roszyk, Natalia; Ślepaczuk, Robert - 2024
Persistent link: https://www.econbiz.de/10014634883
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AI-based pairs trading strategies : a novel approach to stock selection
Jung, Nak Hyun; Oh, Tae Yeon; Kim, Kang Hee - In: Global business and finance review 29 (2024) 7, pp. 1-15
-Term Memory (LSTM), and Gated Recurrent Units (GRU), are utilized to assess the similarity between stocks, which is crucial in the … utilizing LSTM models demonstrated the highest performance, achieving an approximate cumulative return of 51.25353%. This …
Persistent link: https://www.econbiz.de/10015069448
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