2 papers
quant-ph2024
Efficient Bitcoin Address Classification Using Quantum-Inspired Feature Selection
Ming-Fong Sie, Yen-Jui Chang, Chien-Lung Lin +2
Over 900 million Bitcoin transactions have been recorded, posing considerable challenges for machine learning in terms of computation time and maintaining prediction accuracy. We p…
q-fin.PM2024
Quantum-Inspired Portfolio Optimization In The QUBO Framework
Ying-Chang Lu, Chao-Ming Fu, Lien-Po Yu +2
A quantum-inspired optimization approach is proposed to study the portfolio optimization aimed at selecting an optimal mix of assets based on the risk-return trade-off to achieve t…