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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.

168,695 papers · 148 categories

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0111 · Jun 202019922001200920172026
2 results for “A3T-GCN”
A3T-GCN for FTSE100 Components Price Forecastingq-fin.PR

A3T-GCN model forecasts FTSE100 stock prices using technical indicators and financial ratios.

problem Forecasting closing stock prices of FTSE100 constituents.
method Hybrid A3T-GCN architecture using technical indicators, financial ratios, and sector correlations.
result A3T-GCN model improves prediction accuracy with annualized log-returns and shorter sequence lengths.
A3T-GCNFTSE100stock forecastingtechnical indicatorsfinancial ratios
2025-11-26abs ↗pdf ↗
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecastingcs.LG

A3T-GCN improves traffic forecasting by capturing spatial and temporal dependencies.

problem Accurate real-time traffic forecasting in complex road networks.
method Attention Temporal Graph Convolutional Network (A3T-GCN) integrating recurrent units and graph convolutional network.
result Improved prediction accuracy through attention mechanism and global temporal information.
traffic forecastinggraph convolutional networkattention mechanismtemporal dynamicsspatial correlations
2020-06-20abs ↗pdf ↗