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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 51–100 of 137 papers

TitleStatusHype
Identifying Predictive Causal Factors from News Streams—0
Intraday trading strategy based on time series and machine learning for Chinese stock market—0
Investigation Into The Effectiveness Of Long Short Term Memory Networks For Stock Price Prediction—0
Leveraging Vision-Language Models for Granular Market Change Prediction—0
LSSVM-ABC Algorithm for Stock Price prediction—0
The Interpretability of LSTM Models for Predicting Oil Company Stocks: Impact of Correlated Features—0
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey—0
Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators—0
Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance—0
Multi-Agent Stock Prediction Systems: Machine Learning Models, Simulations, and Real-Time Trading Strategies—0
Multilinear Class-Specific Discriminant Analysis—0
Multimodal Stock Price Prediction—0
Multimodal Stock Price Prediction: A Case Study of the Russian Securities Market—0
Natural Language Processing and Multimodal Stock Price Prediction—0
News-Driven Stock Price Forecasting in Indian Markets: A Comparative Study of Advanced Deep Learning Models—0
On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series—0
Online Fairness-Aware Learning with Imbalanced Data Streams—0
On the Importance of Text Analysis for Stock Price Prediction—0
Precise Stock Price Prediction for Optimized Portfolio Design Using an LSTM Model—0
Precise Stock Price Prediction for Robust Portfolio Design from Selected Sectors of the Indian Stock Market—0
Predicting Stock Price Movement after Disclosure of Corporate Annual Reports: A Case Study of 2021 China CSI 300 Stocks—0
Won: Establishing Best Practices for Korean Financial NLP—0
Absolute Value Constraint: The Reason for Invalid Performance Evaluation Results of Neural Network Models for Stock Price Prediction—0
A Comparative Study of Machine Learning Algorithms for Stock Price Prediction Using Insider Trading Data—0
A Dynamic Approach to Stock Price Prediction: Comparing RNN and Mixture of Experts Models Across Different Volatility Profiles—0
A Fast Evidential Approach for Stock Forecasting—0
A Generalization Bound of Deep Neural Networks for Dependent Data—0
A Hybrid Deep Learning Framework for Stock Price Prediction Considering the Investor Sentiment of Online Forum Enhanced by Popularity—0
An Advanced Ensemble Deep Learning Framework for Stock Price Prediction Using VAE, Transformer, and LSTM Model—0
Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models—0
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework—0
A novel improved fuzzy support vector machine based stock price trend forecast model—0
Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading—0
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images—0
A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer—0
A Survey of Forex and Stock Price Prediction Using Deep Learning—0
A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models—0
Automated Stock Price Prediction Using Machine Learning—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
Boosting Stock Price Prediction with Anticipated Macro Policy Changes—0
Time Series Stock Price Forecasting Based on Genetic Algorithm (GA)-Long Short-Term Memory Network (LSTM) Optimization—0
Towards Earnings Call and Stock Price Movement—0
Trader-Company Method: A Metaheuristic for Interpretable Stock Price Prediction—0
Transfer learning for financial data predictions: a systematic review—0
Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market—0
Tweet Influence on Market Trends: Analyzing the Impact of Social Media Sentiment on Biotech Stocks—0
Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty—0
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations—0
Unsupervised Word Influencer Networks from News Streams—0
VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis—0
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