Research

On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,694 papers · 148 categories

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1 result for “LSTM-GNN”

Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysisq-fin.ST

Hybrid LSTM-GNN model improves stock price prediction accuracy.

problem Enhancing stock price prediction accuracy using complex data.

method Combining LSTM for time series and GNN for graph-based analysis.

result Hybrid model reduces MSE by 10.6% compared to standalone LSTM.

stock prediction LSTM-GNN time series graph neural networks financial markets

2025-02-19abs ↗pdf ↗