专题:Stock Market Forecasting Methods

This cluster of papers focuses on predicting stock market trends and movements using various techniques such as time series forecasting, neural networks, deep learning, support vector machines, sentiment analysis, and Twitter data. The research explores the application of these methods to financial time series data for stock market prediction.
最新文献
Modelling the data-generating mechanism of China’s commodity market by identifying hidden information flow regimes

article Full Text OpenAlex

Time-Series Stock Price Forecasting Based on Neural Networks: A Comprehensive Survey

article Full Text OpenAlex

A Dual-Network iTransformer Model for Robust and Efficient Time Series Forecasting

article Full Text OpenAlex

PackMLP: A Patch Based MLP Model for Intelligent Inventory Forecasting and Automation with A-LIQ QR Scanning Integration

article Full Text OpenAlex

AI-powered investment recommendations in the agri-food sector

article Full Text OpenAlex

IAVOA–EATCN: An Adaptive Deep Framework for Accurate Power Load Forecasting

article Full Text OpenAlex

SegRNN: Segment Recurrent Neural Network for Long-Term Time-Series Forecasting

article Full Text OpenAlex

Chinese energy security index price forecasting through the neural network

article Full Text OpenAlex

Discrimination of Financial Fraud in Transaction Data via Improved Mamba-Based Sequence Modeling

article Full Text OpenAlex

A survey of transformer networks for time series forecasting

article Full Text OpenAlex

近5年高被引文献
Forecasting: theory and practice

article Full Text OpenAlex 770 FWCI125.0199

FinBERT: A Large Language Model for Extracting Information from Financial Text*

article Full Text OpenAlex 564 FWCI83.9938

FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

preprint Full Text OpenAlex 534 FWCI0

A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

preprint Full Text OpenAlex 533 FWCI0

Machine learning algorithms review

article Full Text OpenAlex 466 FWCI38.3325

Machine learning techniques and data for stock market forecasting: A literature review

review Full Text OpenAlex 457 FWCI74.2676

NHITS: Neural Hierarchical Interpolation for Time Series Forecasting

article Full Text OpenAlex 421 FWCI130.1277

M5 accuracy competition: Results, findings, and conclusions

article Full Text OpenAlex 408 FWCI60.5645

Artificial intelligence and machine learning in finance: A bibliometric review

review Full Text OpenAlex 392 FWCI109.8404

Deep Learning in Asset Pricing

article Full Text OpenAlex 370 FWCI81.0109