Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis

07/15/2023

∙

Our research aims to find the best model that uses companies projections and sector performances and how the given company fares accordingly to correctly predict equity share prices for both short and long term goals.

READ FULL TEXT

Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis

HiSA-SMFM: Historical and Sentiment Analysis based Stock Market Forecasting Model

Share Price Prediction of Aerospace Relevant Companies with Recurrent Neural Networks based on PCA

Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction

Predict stock prices with ARIMA and LSTM

Fusion of Sentiment and Asset Price Predictions for Portfolio Optimization

Look inside. Predicting stock prices by analysing an enterprise intranet social network and using word co-occurrence networks

Automatic Identification and Classification of Share Buybacks and their Effect on Short-, Mid- and Long-Term Returns

Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis

Related Research

HiSA-SMFM: Historical and Sentiment Analysis based Stock Market Forecasting Model

Share Price Prediction of Aerospace Relevant Companies with Recurrent Neural Networks based on PCA

Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction

Predict stock prices with ARIMA and LSTM

Fusion of Sentiment and Asset Price Predictions for Portfolio Optimization

Look inside. Predicting stock prices by analysing an enterprise intranet social network and using word co-occurrence networks

Automatic Identification and Classification of Share Buybacks and their Effect on Short-, Mid- and Long-Term Returns