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Jia-Hao Syu
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Portfolio management system in equity market neutral using reinforcement learning
ME Wu, JH Syu, JCW Lin, JM Ho
Applied Intelligence 51 (11), 8119-8131, 2021
512021
A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics
JH Syu, JCW Lin, G Srivastava, K Yu
IEEE Transactions on Consumer Electronics, 2023
432023
Kelly-based options trading strategies on settlement date via supervised learning algorithms
ME Wu, JH Syu, CM Chen
Computational Economics 59 (4), 1627-1644, 2022
322022
Effective fuzzy system for qualifying the characteristics of stocks by random trading
ME Wu, JH Syu, JCW Lin, JM Ho
IEEE Transactions on Fuzzy Systems 30 (8), 3152-3165, 2021
322021
An IoT-Based Hedge System for Solar Power Generation
JH Syu, ME Wu, G Srivastava, CF Chao, JCW Lin
IEEE Internet of Things Journal 8 (13), 10347-10355, 2021
312021
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles
B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ...
Journal of Computational Science 68, 101956, 2023
232023
Assessing the Profitability of Timely Opening Range Breakout on Index Futures Markets
YC Tsai, ME Wu, JH Syu, CL Lei, CS Wu, JM Ho, CJ Wang
IEEE Access 7, 32061-32071, 2019
222019
Modified ORB Strategies with Threshold Adjusting on Taiwan Futures Market
JH Syu, ME Wu, SH Lee, JM Ho
2019 IEEE Conference on Computational Intelligence for Financial Engineering …, 2019
162019
Stock selection system through suitability index and fuzzy-based quantitative characteristics
JH Syu, JCW Lin, CJ Wu, JM Ho
IEEE Transactions on Fuzzy Systems 31 (1), 322-334, 2022
152022
Portfolio Management System with Reinforcement Learning
JH Syu, ME Wu, JM Ho
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020
142020
Call Auction-Based Energy Management System with Adaptive Subsidy and Dynamic Operating Reserve
JH Syu, JCW Lin, G Srivastava
Sustainable Computing: Informatics and Systems 36, 100786, 2022
112022
Energy grid management system with anomaly detection and Q-learning decision modules
JH Syu, G Srivastava, M Fojcik, R Cupek, JCW Lin
Computers and Electrical Engineering 107, 108639, 2023
102023
Automated Guided Vehicles Challenges for Artificial Intelligence
R Cupek, JCW Lin, JH Syu
2022 IEEE International Conference on Big Data (Big Data), 6281-6289, 2022
92022
Embedded draw-down constraint reward function for deep reinforcement learning
JMT Wu, SH Lin, JH Syu, ME Wu
Applied Soft Computing 125, 109150, 2022
82022
Evolutionary ORB-based model with protective closing strategies
ME Wu, JH Syu, JCW Lin, JM Ho
Knowledge-Based Systems 216, 106769, 2021
82021
Modifying ORB trading strategies using particle swarm optimization and multi-objective optimization
JH Syu, ME Wu
Journal of Ambient Intelligence and Humanized Computing, 1-13, 2021
82021
An Efficient and Secured Energy Management System for Automated Guided Vehicles
JH Syu, JCW Lin, D Mrozek
2022 IEEE International Conference on Big Data (Big Data), 6357-6363, 2022
72022
AI-based electricity grid management for sustainability, reliability, and security
JH Syu, JCW Lin, G Srivastava
IEEE Consumer Electronics Magazine 13 (1), 91-96, 2023
62023
Informative index for investment based on Kelly criterion
ME Wu, JH Syu, G Srivastava, JCW Lin
Enterprise Information Systems 16 (8-9), 1939425, 2022
62022
Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid Management with Q-Learning-Based Decision Making
JH Syu, JCW Lin, PS Yu
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
52023
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