| 2022 |
Chen, H. Y., & Huang, S. H.*, Generating a Trading Strategy in the financial market from Sensitive Expert Data Based on the Privacy-Preserving Generative Adversarial Imitation Network, Neurocomputing(SCI), vol. 500, pp. 616-631, 2022 |
| 2022 |
Lin, Y. C., Chen, C. T., Sang, C. Y., & Huang, S. H.*, Multiagent-based deep reinforcement learning for risk-shifting portfolio management, Applied Soft Computing(SCI), vol. 123, 108894, 2022 |
| 2022 |
Tooska Dargahi, Hossein Ahmadvand, Mansour Naser Alraja, Chia-Mu Yu, Integration of Blockchain with Connected and Autonomous Vehicles: Vision and Challenges, ACM Journal of Data and Information Quality, 2022 |
| 2022 |
Yao-Tung Tsou, Mansour Naser Alraja, Li-Sheng Chen, Yu-Hsiang Chang, Yung-Li Hu, Yennun Huang, Chia-Mu Yu, Pei-Yuan Tsai, (k, ε, σ)-Anonymization: Privacy-Preserving Data Release Based on k-Anonymity and Differential Privacy, Service Oriented Computing and Applications, 2022 |
| 2022 |
Chia-Mu Yu, Kang-Cheng Chen, Ching-Tang Chang, Yen-Wu Ti, SegNet: Deepfake Facial Video Detection Network, Multimedia Systems, 2022 |
| 2022 |
Yen-Ting Chen, Chia-Yi Hsu, Chia-Mu Yu, Charith Perera, Mahmoud Barhamgi, On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things, IEEE Transactions on Industrial Informatics, 2022 |
| 2022 |
Chih-Hsun Lin, Chia-Mu Yu, Chun-Ying Huang, DPView: Differentially Private Data Synthesis through Domain Size Information, IEEE Internet of Things Journal, 2022 |
| 2022 |
Hung T. Y., Huang, S. H.*, Addressing the cold-start problem of recommendation systems for financial products by using few-shot deep learning, Applied Intelligence (SCI), vol. 52, pp. 15529-15546, 2022 |
| 2022 |
Chou Y. C., Chen C. T., Huang, S. H.*, Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering., Expert Systems with Applications (SCI), vol. 192, 116311, 2022 |
| 2022 |
Wu Z. W., Chen C. T., Huang, S. H.*, Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning, Neural Computing and Applications (SCI), vol. 34, pp. 3097-3115, 2022 |
