Xiao, X.; Wang, F.; Xu, H.; Wang, D.; Zhang, Y. Adaptive Hyperparameter Optimization for Financial Time Series Forecasting: A Chameleon Swarm-Driven XGBoost Approach. IJCAI 2025, 49.