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Stock Price Prediction

Stock Price Prediction is the task of forecasting future stock prices based on historical data and various market indicators. It involves using statistical models and machine learning algorithms to analyze financial data and make predictions about the future performance of a stock. The goal of stock price prediction is to help investors make informed investment decisions by providing a forecast of future stock prices.

Papers

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Showing 26–50 of 137 papers

TitleStatusHype
A Generalization Bound of Deep Neural Networks for Dependent Data—0
Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis—0
Cross-sectional Stock Price Prediction using Deep Learning for Actual Investment Management—0
Comparative Analysis of LSTM, GRU, and Transformer Models for Stock Price Prediction—0
A novel improved fuzzy support vector machine based stock price trend forecast model—0
SETN: Stock Embedding Enhanced with Textual and Network Information—0
Generalized Mixture Model for Extreme Events Forecasting in Time Series Data—0
Boosting Stock Price Prediction with Anticipated Macro Policy Changes—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework—0
Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models—0
Feature selection and regression methods for stock price prediction using technical indicators—0
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy—0
Automated Stock Price Prediction Using Machine Learning—0
A Fast Evidential Approach for Stock Forecasting—0
Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100—0
Explainable Text-Driven Neural Network for Stock Prediction—0
Exploring Sectoral Profitability in the Indian Stock Market Using Deep Learning—0
Absolute Value Constraint: The Reason for Invalid Performance Evaluation Results of Neural Network Models for Stock Price Prediction—0
Feature Learning for Stock Price Prediction Shows a Significant Role of Analyst Rating—0
FinBERT-LSTM: Deep Learning based stock price prediction using News Sentiment Analysis—0
Fine-tuning and Utilization Methods of Domain-specific LLMs—0
FinTextSim: Enhancing Financial Text Analysis with BERTopic—0
Forecasting significant stock price changes using neural networks—0
Dynamic Inference—0
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