研討會論文

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年度 論文名稱
2021 Chia-Yi Hsu , Pin-Yu Chen, and Chia-Mu Yu., Adversarial Data Augmentation Improves Unsupervised Machine Learning, S2D-OLAD (From shallow to deep, overcoming limited and adverse data) Workshop (in conjunction with ICLR), 2021. , 2021
2021 Liu, Liang-Chih * Dai, Tian-Shyr „ Chang, Hao-Han, Slicing a Block into Pieces: A Novel Tree Structure to Capture Sequential Exercise Policy, 2021
2020 Choy, H., Lin, J. J., Yeh, Y.H., Does partner-level industry specialization matter? Evidence from improvement in clients’ investment efficiency, 交大會計合作論壇暨第二屆學術年會:北京交大主辦(2020), Dec. 2020
2020 Chia-Yi Hsu, Pin-Yu Chen, and Chia-Mu Yu. , Towards Information Theoretic Adversarial Examples, Workshop on Secure and Resilient Autonomy (SARA), 2020, Austin, Texas, U.S.A., 2020.
2020 Yu-Hsi Chiang, Hsu-Chun Hsiao, Chia-Mu Yu, and Tiffany Hyun-Jin Kim., On the Privacy Risks of Compromised Trigger-Action Platforms., European Symposium on Research in Computer Security (ESORICS), 2020, Guildford, United Kingdom
2020 Miao, Y.H., Hsiao Y.T., & Huang, S. H., Portfolio Management based on Deep Reinforcement Learning with adaptive sampling, 2020
2020 戴天時/辛宥言, Detecting money transfer frauds with bank account features and boosted decision trees, 2020
2020 Yuyen Hsin (National Chiao Tung University); Tian Shyr Dai (National Chiao Tung University)*; Jun-Zhe Wang (National Chiao Tung University); Jiun-Long Huang (National Chiao Tung University), Fraud Detection in bank transaction using Long Short-Term Memory, 2020
2020 Hao-Han Chang (National Chiao Tung University); Tian Shyr Dai (National Chiao Tung University)*; Kuan-Lun Wang (National Taiwan University); Chao-Hsien Chu (National Chiao Tung University); Jun-Zhe Wang (National Chiao Tung University), Improving pair trading performance with structural changes detection and revised trading strategies, 2020
2020 戴天時/曹光志, The Optimal Allocation between Employee Stock Option and Wage, 2020