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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 51–75 of 137 papers

TitleStatusHype
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for FinanceCode2
The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends—0
Stock Price Prediction Using Temporal Graph Model with Value Chain Data—0
Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance—0
A Multifactor Analysis Model for Stock Market PredictionCode1
DSE Stock Price Prediction using Hidden Markov ModelCode0
Leveraging Vision-Language Models for Granular Market Change Prediction—0
Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode DecompositionCode1
Hidden State Approximation in Recurrent Neural Networks Using Continuous Particle Filtering—0
FinBERT-LSTM: Deep Learning based stock price prediction using News Sentiment Analysis—0
Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty—0
Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market—0
MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series PredictionCode1
Stock Performance Evaluation for Portfolio Design from Different Sectors of the Indian Stock Market—0
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock ReturnsCode1
Predicting Stock Price Movement after Disclosure of Corporate Annual Reports: A Case Study of 2021 China CSI 300 Stocks—0
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Stock Price Prediction Based on Natural Language ProcessingCode0
HYPHEN: Hyperbolic Hawkes Attention For Text StreamsCode1
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets—0
Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment—0
Fusion of Sentiment and Asset Price Predictions for Portfolio Optimization—0
Robust Portfolio Design and Stock Price Prediction Using an Optimized LSTM Model—0
Precise Stock Price Prediction for Optimized Portfolio Design Using an LSTM Model—0
Comparative Study of Machine Learning Models for Stock Price Prediction—0
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