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Stock Prediction

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Showing 1–50 of 102 papers

TitleStatusHype
FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMs—0
Deep Learning Enhanced Multi-Day Turnover Quantitative Trading Algorithm for Chinese A-Share Market—0
ExAnte: A Benchmark for Ex-Ante Inference in Large Language ModelsCode0
Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization—0
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy—0
Transformer Encoder and Multi-features Time2Vec for Financial Prediction—0
A Causal Perspective of Stock Prediction Models—0
Large language models in finance : what is financial sentiment?—0
Multi-Agent Stock Prediction Systems: Machine Learning Models, Simulations, and Real-Time Trading Strategies—0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction—0
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion—0
Stock Type Prediction Model Based on Hierarchical Graph Neural Network—0
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural NetworkCode0
A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images—0
Leveraging Fundamental Analysis for Stock Trend Prediction for Profit—0
FLAG: Financial Long Document Classification via AMR-based GNNCode0
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU—0
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecasting—0
Enhancing Few-Shot Stock Trend Prediction with Large Language Models—0
StockGPT: A GenAI Model for Stock Prediction and Trading—0
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights—0
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language ModelsCode2
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
Higher-order Graph Attention Network for Stock Selection with Joint Analysis—0
HireVAE: An Online and Adaptive Factor Model Based on Hierarchical and Regime-Switch VAE—0
Support for Stock Trend Prediction Using Transformers and Sentiment Analysis—0
A novel prediction based portfolio optimization model using deep learning—0
Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative NetworkCode1
Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty—0
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach—0
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock PredictionsCode1
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Differential equation and probability inspired graph neural networks for latent variable learningCode0
Graph-Based Stock Recommendation by Time-Aware Relational Attention NetworkCode1
Machine Learning for Stock Prediction Based on Fundamental Analysis—0
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock PredictionCode1
Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention NetworksCode1
DDG-DA: Data Distribution Generation for Predictable Concept Drift AdaptationCode0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction—0
Multi-modal Attention Network for Stock Movements PredictionCode0
Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks—0
Long Term Stock Prediction based on Financial StatementsCode0
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Meme Stock Prediction—0
Selective transfer learning with adversarial training for stock movement prediction—0
Stock Index Prediction using Cointegration test and Quantile Loss—0
Accurate Prediction Using Triangular Type-2 Fuzzy Linear Regression—0
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market OpportunitiesCode1
Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal TransportCode4
Price graphs: Utilizing the structural information of financial time series for stock predictionCode1
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