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Browsing by Subject "Stock Market Prediction"

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Intrinsic Value Prediction of Companies of the Stock Market Using Fundamental Data

Athaudage, Savini (2022)

"It is a challenging task to invest in the stock market without losing capital. The success of the investment will depend on the ability to select a good company and the ability to predict the fair-value of the company. ...
PredectivePluse: Sentiment Analysis for Market Prediction

Edirisooriya, Akhila (2025)

This paper tackles the challenge of predicting stock market trends by integrating sentiment analysis with Long Short-Term Memory (LSTM) networks. Traditional methods, relying on historical price data, often overlook the ...
Share market prediction system for Colombo stock exchange using ANN, RPA & ML

Ratnayake, D. U. G. N (2021)

" Investing in stock market is trending topic nowadays. Most of the young generation is tended to invest in the stock market. This research is to predict the future market values of the stocks and recommend the best ...
Stock market day end prediction with stock index forecasting

Anantharasa, P (2021)

" Stock market is a crucial factor which contributes to the development of a country. The reason for considering this statement is because of the transactions that happen in the trading time brings out huge capital ...
Transparent Stock Predictor - Leveraging Explainable AI and Sentiment Analysis for Real-Time Stock Market Prediction: A Novel Framework for Financial Transparency

Yoosuff, Ashfaque (2025)

Forecasting the stock market has also been an enduring problem with its sentiment-driven, unstable nature based upon historical price action and unpredictable external influences such as news and social media opinion. ...

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