An innovative neural network approach for stock market prediction
By Xiong Wen Pang, Yanqiang Zhou, Pan Wang, Weiwei Lin, Victor Chang. 2018
383 citations recorded by the source corpus.
Subfields: Computer Vision and Pattern Recognition, Electrical and Electronic Engineering, Management Science and Operations Research, Time-Series & Forecasting
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Vision and Pattern Recognition
In Electrical and Electronic Engineering
- Weiwei Jiang
- A. Ozbayoglu
- M. Ugur Gudelek
- Omer Berat Sezer
- Pooyan Nayyeri
- Hamed Jabani
- Ze Hu
- Amir Mosavi
In Management Science and Operations Research
- Weiwei Jiang
- M. Ugur Gudelek
- Omer Berat Sezer
- A. Ozbayoglu
- Ze Hu
- Matloob Khushi
- Yiqi Zhao
- Pooyan Nayyeri
In Time-Series & Forecasting
- Weiwei Jiang
- M. Ugur Gudelek
- Omer Berat Sezer
- A. Ozbayoglu
- Ze Hu
- Matloob Khushi
- Yiqi Zhao
- Pooyan Nayyeri
Citations in the corpus
- Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 (2019, methodology): “[140] Shanghai A-shares composite index, SZSE 2006-2016 OCHLV 10d Embedded layer + LSTM Accuracy, MSE Python, Matlab, Theano”
- Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis (2020, methodology): “LSTM with an automatic encoder and LSTM with an embedded layer were utilized by Pang et al. [19] to acquire better stock market estimations.”
- A Survey of Forex and Stock Price Prediction Using Deep Learning (2021, background): “The results showed its improvement over the benchmark [58].”
- Deep Learning for Stock Market Prediction (2020, methodology): “[19] tried to improve an innovative neural network method to get better stock market predictions.”
- Applications of deep learning in stock market prediction: recent progress (2020, background): “…et al. (2017b); Zhang et al. (2017b); Zhong & Enke (2017); Baek & Kim (2018); Chung & Shin (2018); Hollis et al. (2018); Hossain et al. (2018); Liu & Wang (2019); Pang et al. (2018); Zhan et al. (2018); de A. Arajo et al. (2019); Eapen et al. (2019); Feng et al. (2019b); Karathanasopoulos & Osman…”