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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 1–50 of 137 papers

TitleStatusHype
Stock Price Prediction via Discovering Multi-Frequency Trading PatternsCode4
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price PredictionCode2
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for FinanceCode2
ResNLS: An Improved Model for Stock Price ForecastingCode1
Detach-ROCKET: Sequential feature selection for time series classification with random convolutional kernelsCode1
Stock price prediction using Generative Adversarial NetworksCode1
A Multifactor Analysis Model for Stock Market PredictionCode1
Review of deep learning models for crypto price prediction: implementation and evaluationCode1
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock ReturnsCode1
Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode DecompositionCode1
Trade the Event: Corporate Events Detection for News-Based Event-Driven TradingCode1
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRUCode1
Deep Stock PredictionsCode1
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
HYPHEN: Hyperbolic Hawkes Attention For Text StreamsCode1
MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series PredictionCode1
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning ModelsCode1
S&P 500 Stock Price Prediction Using Technical, Fundamental and Text DataCode1
Context-aware Frame-Semantic Role LabelingCode0
A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language ProcessingCode0
Particle Filter Recurrent Neural NetworksCode0
The Power of Linear Recurrent Neural NetworksCode0
Stock Price Prediction Based on Natural Language ProcessingCode0
Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-DivergenceCode0
Neural networks for stock price predictionCode0
DSE Stock Price Prediction using Hidden Markov ModelCode0
DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial NewsCode0
Predicting the Effects of News Sentiments on the Stock MarketCode0
Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price PredictionCode0
Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian—0
Cross-sectional Stock Price Prediction using Deep Learning for Actual Investment Management—0
Contrasting the efficiency of stock price prediction models using various types of LSTM models aided with sentiment analysis—0
Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading—0
A Hybrid Deep Learning Framework for Stock Price Prediction Considering the Investor Sentiment of Online Forum Enhanced by Popularity—0
Comparison of Short-Text Sentiment Analysis Methods for Croatian—0
Comparative Study of Machine Learning Models for Stock Price Prediction—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
A Generalization Bound of Deep Neural Networks for Dependent Data—0
A Comparative Study of Machine Learning Algorithms for Stock Price Prediction Using Insider Trading Data—0
Feature Learning for Stock Price Prediction Shows a Significant Role of Analyst Rating—0
Boosting Stock Price Prediction with Anticipated Macro Policy Changes—0
Exploring Sectoral Profitability in the Indian Stock Market Using Deep Learning—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—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
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework—0
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