Search Results - subject:"Long Short-Term Memory Networks"

A hybrid deep learning approach for detecting sentiment polarities and knowledge graph representation on Monkeypox tweets

Meena, Gaurav; Mohbey, Krishna Kumar; Kumar, Sunil; … - In: Decision analytics journal 7 (2023), pp. 1-12

, presenting a hybrid technique based on Convolutional Neural Networks (CNN) and Long Short-Term Memory Networks (LSTM). We have …

Persistent link: https://www.econbiz.de/10014497346

Univariate and multivariate machine learning forecasting models on the price returns of cryptocurrencies

Miller, Dante; Kim, Jong-Min - In: Journal of Risk and Financial Management 14 (2021) 10, pp. 1-10

smoothing, autoregressive integrated moving average, ForecastX, and long short-term memory networks. The multivariate long short-term … memory networks performed better than the univariate machine learning methods in terms of the prediction error measures. …

Persistent link: https://www.econbiz.de/10013201170

Univariate and multivariate machine learning forecasting models on the price returns of cryptocurrencies

Miller, Dante; Kim, Jong-Min - In: Journal of risk and financial management : JRFM 14 (2021) 10, pp. 1-10

Persistent link: https://www.econbiz.de/10012792372

COVID-19 fake news detection : a hybrid CNN-BiLSTM-AM model

Xia, Huosong; Wang, Yuan; Zhang, Zuopeng; Zheng, Leven … - In: Technological forecasting & social change : an … 195 (2023), pp. 1-21

Persistent link: https://www.econbiz.de/10014478986

Can intangible assets predict future performance? : a deep learning approach

Pechlivanidis, Eleftherios; Ginoglou, Dimitrios; … - In: International journal of accounting and information … 30 (2022) 1, pp. 61-72

Persistent link: https://www.econbiz.de/10012886084

A machine learning approach to forecasting carry trade returns

Wang, Xiao; Xie, Xiao; Chen, Yihua; Zhao, Borui - In: Applied economics letters 29 (2022) 13, pp. 1199-1204

Persistent link: https://www.econbiz.de/10013412080

The role of investor attention in predicting stock prices : the long short-term memory networks perspective

Zhang, Yongjie; Chu, Gang; Shen, Dehua - In: Finance research letters 38 (2021), pp. 1-11

Persistent link: https://www.econbiz.de/10012487952

Deep time series forecasting for enhanced index tracking

Kim, Saejoon - In: Applied economics 53 (2021) 17, pp. 1916-1934

Persistent link: https://www.econbiz.de/10012500905

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