After conducting a comprehensive evaluation, we found that LSTM GRU model performs the best among the tested models for predicting multiple days, followed by CNN and LSTM. The tested models demonstrate a remarkable level of accuracy in predicting stock market prices. This research work provides a ...
In the era of big data, deep learning for predicting stock market prices and trends has become even more popular than before. We collected 2 years of data from Chinese stock market and proposed a comprehensive customization of feature engineering an
A Novel LSTM-CNN Architecture to Forecast Stock Prices With stock market participation increasing worldwide due to a variety of factors such as the prospect of earning dividend income or poor interest rates bei... A Dhaliwal,N Polatidis,E Pimenidis - Springer, Cham 被引量: 0发表: 2022年 ...
6, 2023, according to Dow Jones Market Data. Most of the major cryptocurrencies rose Tuesday ahead of the polls closing. Both the Trump and Harris campaigns have promised to embrace the digital asset industry, however, the former president is viewed as more pro-crypto by investors. Posted by...
The Long short term memory (LSTM) network was used to predict values of futurity time steps of a sequence of opening and closing into Dow Jones Industrial Average stock market. The LSTM network learns to forecast the value of the next step. By train the LSTM network, we have expect the ...
Market cap: $13.32B A market capitalization between $10 billion and $200 billion places GME in thelarge capitalizationcategory. Dec 127:18am ETGameStop’s (NYSE:GME) Astonishing Comeback Fuels Stock Momentumby TipRanks Dec 125:16am ETExploring New Markets Could Send RobinHood on Another Growth...
In today’s era of economic globalization and financial integration, the stock market is constantly complex, showing many deviations that cannot be explained by classical financial analysis, but at th...
Both parties are in early talks, and a deal has yet to be finalized. Boston Beer's market cap is more than $3 billion. Boston Beer, 1-day Molson Coorsshares were also higher following the news, with the stock popping around 2.4%. ...
CNN’s Fear & Greed Index, which measures seven barometers of market sentiment, remained at an “extreme fear” reading but rose to 23 from 19 on Monday. Oil prices rallied. West Texas Intermediate crude futures, the US benchmark, settled higher at roughly $73.20 a barrel. Brent crude fu...
stock price prediction; deep learning; CNN; BiLSTM; attention mechanism MSC: 62-04; 62Pxx1. Introduction The stock market is an important part of the financial market, and large fluctuations in the stock market can have a large adverse impact on the economy [1]. If stock prices can be ...