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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
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Article 227 Book / Working Paper 31 Other 1
Type of publication (narrower categories)
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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
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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
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ECONIS (ZBW) 225 EconStor 20 Other ZBW resources 11 RePEc 2 BASE 1
Showing 221 - 230 of 259
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Estimation of cross-lingual news similarities using text-mining methods
Wang, Zhouhao; Liu, Enda; Sakaji, Hiroki; Ito, Tomoki; … - In: Journal of Risk and Financial Management 11 (2018) 1, pp. 1-13
effectively in this task. Simultaneously, we developed a bidirectional Long Short-Term Memory (LSTM) based method to calculate …
Persistent link: https://www.econbiz.de/10012610996
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Cover Image
Estimation of cross-lingual news similarities using text-mining methods
Wang, Zhouhao; Liu, Enda; Sakaji, Hiroki; Ito, Tomoki; … - In: Journal of risk and financial management : JRFM 11 (2018) 1, pp. 1-13
effectively in this task. Simultaneously, we developed a bidirectional Long Short-Term Memory (LSTM) based method to calculate …
Persistent link: https://www.econbiz.de/10011855132
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Cover Image
Sentiment Analysis in the Light of LSTM Recurrent Neural Networks
Pal, Subarno; Ghosh, Soumadip; Nag, Amitava - In: International Journal of Synthetic Emotions (IJSE) 9 (2018) 1, pp. 33-39
Long short-term memory (LSTM) is a special type of recurrent neural network (RNN) architecture that was designed over … work with different types of LSTM architectures for sentiment analysis of movie reviews. It has been showed that LSTM RNNs … different architectures associated with LSTM models to study their relative performance on sentiment analysis. A simple LSTM is …
Persistent link: https://www.econbiz.de/10012047577
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Predicting equity price with corporate action events using LSTM-RNN
Minami, Shotaro - In: Journal of mathematical finance 8 (2018) 1, pp. 58-63
Persistent link: https://www.econbiz.de/10011846111
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Classification of electrocardiogram signal using an ensemble of deep learning models
Pandey, Saroj Kumar; Janghel, Rekh Ram - In: Data Technologies and Applications 55 (2021) 3, pp. 446-460
extracted from the data set and then applied to a long short-term memory (LSTM) model to classify the heartbeats. Finally, the … ensemble of CNN and LSTM model with sum rule, product rule and majority voting has been used to identify the heartbeat classes …, morphological and wavelet) were extracted from the raw data set and then applied to the bidirectional LSTM model to classify the ECG …
Persistent link: https://www.econbiz.de/10014712679
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Artificial neural network models for airport capacity prediction
Choi, Sun; Kim, Young Jin - In: Journal of air transport management 97 (2021), pp. 1-10
Persistent link: https://www.econbiz.de/10013041144
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Systemic financial risk early warning of financial market in China using Attention-LSTM model
Ouyang, Zi-sheng; Yang, Xi-te; Lai, Yongzeng - In: The North American journal of economics and finance : a … 56 (2021), pp. 1-16
Persistent link: https://www.econbiz.de/10012821472
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A deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions
Wang, Zheng; Liu, Qingxiu; Chen, Hansi; Chu, Xuening - In: International journal of production research 59 (2021) 16, pp. 4811-4825
Persistent link: https://www.econbiz.de/10012625725
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A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing
Jian, Chengfeng; Ping, Jing; Zhang, Meiyu - In: International journal of production research 59 (2021) 16, pp. 4836-4850
Persistent link: https://www.econbiz.de/10012625733
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BERT: a sentiment analysis odyssey
Alaparthi, Shivaji; Mishra, Manit - In: Journal of marketing analytics : JMA 9 (2021) 2, pp. 118-126
Persistent link: https://www.econbiz.de/10012550143
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