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Attention-Based Behavioral Cloning for algorithmic trading Journal article
Sun, Qizhou, Xie, Yufan, Si, Yain Whar. Attention-Based Behavioral Cloning for algorithmic trading[J]. Applied Intelligence, 2025, 55(1), 74.
Authors:  Sun, Qizhou;  Xie, Yufan;  Si, Yain Whar
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date：2025/01/22
Attention Mechanism  Behavior Cloning  Reinforcement Learning  Algorithmic Trading  
A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy Journal article
Wang, Maofa, Gong, Qizhou, Wan, Quan, Leng, Zhixiong, Xu, Yanlin, Yan, Bingchen, Zhang, He, Huang, Hongliang, Sun, Shaohua. A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy[J]. Expert Systems with Applications, 2024, 244, 123074.
Authors:  Wang, Maofa;  Gong, Qizhou;  Wan, Quan;  Leng, Zhixiong;  Xu, Yanlin; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Meta-learning  Deep Learning  Few-shot Classification  Interpretability  Logistic Regression  
Transaction-aware inverse reinforcement learning for trading in stock markets Journal article
Sun, Qizhou, Gong, Xueyuan, Si, Yain Whar. Transaction-aware inverse reinforcement learning for trading in stock markets[J]. Applied Intelligence, 2023, 53(23), 28186-28206.
Authors:  Sun, Qizhou;  Gong, Xueyuan;  Si, Yain Whar
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2024/01/02
Algorithmic Trading  Finance  Inverse Reinforcement Learning  Transaction-aware  
Supervised actor-critic reinforcement learning with action feedback for algorithmic trading Journal article
Sun, Qizhou, Si, Yain-Whar. Supervised actor-critic reinforcement learning with action feedback for algorithmic trading[J]. Applied Intelligence, 2022, 53(13), 16875–16892.
Authors:  Sun, Qizhou;  Si, Yain-Whar
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:3.4/3.9 | Submit date：2022/12/28
Finance  Reinforcement Learning  Supervised Learning  Algorithmic Trading  
Customized Decision Tree for Fast Multi-resolution Chart Patterns Classification Conference paper
Sun, Qizhou, Si, Yain-Whar. Customized Decision Tree for Fast Multi-resolution Chart Patterns Classification[C], Cham:Springer, 2020, 446 - 458.
Authors:  Sun, Qizhou;  Si, Yain-Whar
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/06/14
Financial Time Series  Multi-resolution Chart Patterns  Customized Decision Tree