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ORCIDJia-Hao Syu
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2020 – today
- 2025
[j16]Jia-Hao Syu, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin:
HTTPS: Heterogeneous Transfer learning for spliT Prediction System evaluated on healthcare data. Inf. Fusion 113: 102617 (2025)- 2024
- [j15]Jia-Hao Syu
, Jerry Chun-Wei Lin, Gautam Srivastava:
AI-Based Electricity Grid Management for Sustainability, Reliability, and Security. IEEE Consumer Electron. Mag. 13(1): 91-96 (2024) - [j14]Jia-Hao Syu, Jerry Chun-Wei Lin:
Heterogeneous Federated Learning for Non-IID Smartwatch Data Classification. IEEE Internet Things J. 11(18): 29811-29818 (2024) - [c21]Jia-Hao Syu, Rafal Cupek, Chao-Chun Chen, Jerry Chun-Wei Lin:
TripleS: A Subsidy-Supported Storage for Electricity with Self-financing Management System. PAKDD (5) 2024: 244-255 - 2023
- [j13]Jia-Hao Syu, Gautam Srivastava, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin:
Energy grid management system with anomaly detection and Q-learning decision modules. Comput. Electr. Eng. 107: 108639 (2023) - [j12]Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek:
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles. J. Comput. Sci. 68: 101956 (2023) - [j11]Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava, Keping Yu:
A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics. IEEE Trans. Consumer Electron. 69(4): 1023-1034 (2023) - [j10]Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho:
Stock Selection System Through Suitability Index and Fuzzy-Based Quantitative Characteristics. IEEE Trans. Fuzzy Syst. 31(1): 322-334 (2023) - [c20]Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek:
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks. IEEE Big Data 2023: 5024-5030 - [c19]Piotr Biernacki, Adam Ziebinski, Jia-Hao Syu, Jerry Chun-Wei Lin:
The Calibration of Single Beam Distance Sensors based on Machine Learning Methods. IEEE Big Data 2023: 5031-5037 - [c18]Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava:
Fuzzy Electricity Management System with Anomaly Detection and Fuzzy Q-Learning. FUZZ 2023: 1-6 - [c17]Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek:
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment. ICCS (5) 2023: 492-504 - [c16]Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek:
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets. PDP 2023: 200-205 - [c15]Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu:
Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid Management with Q-Learning-Based Decision Making. SDM 2023: 397-405 - [i1]Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek:
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets. CoRR abs/2305.01252 (2023) - 2022
- [j9]Jimmy Ming-Tai Wu, Sheng-Hao Lin, Jia-Hao Syu, Mu-En Wu:
Embedded draw-down constraint reward function for deep reinforcement learning. Appl. Soft Comput. 125: 109150 (2022) - [j8]Mu-En Wu, Jia-Hao Syu, Gautam Srivastava, Jerry Chun-Wei Lin:
Informative index for investment based on Kelly criterion. Enterp. Inf. Syst. 16(8-9) (2022) - [j7]Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava:
Call Auction-Based Energy Management System with Adaptive Subsidy and Dynamic Operating Reserve. Sustain. Comput. Informatics Syst. 36: 100786 (2022) - [j6]Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho:
Effective Fuzzy System for Qualifying the Characteristics of Stocks by Random Trading. IEEE Trans. Fuzzy Syst. 30(8): 3152-3165 (2022) - [c14]Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu:
Automated Guided Vehicles Challenges for Artificial Intelligence. IEEE Big Data 2022: 6281-6289 - [c13]Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek:
An Efficient and Secured Energy Management System for Automated Guided Vehicles. IEEE Big Data 2022: 6357-6363 - [c12]Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu:
Double-Environmental Q-Learning for Energy Management System in Smart Grid. IEEE Big Data 2022: 6364-6370 - [c11]Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho:
Fuzzy-Based Stock Selection System through Suitability Index and Position Sizing. FUZZ-IEEE 2022: 1-7 - 2021
- [j5]Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho:
Portfolio management system in equity market neutral using reinforcement learning. Appl. Intell. 51(11): 8119-8131 (2021) - [j4]Jia-Hao Syu, Mu-En Wu, Gautam Srivastava, Chi-Fang Chao, Jerry Chun-Wei Lin:
An IoT-Based Hedge System for Solar Power Generation. IEEE Internet Things J. 8(13): 10347-10355 (2021) - [j3]Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho:
Evolutionary ORB-based model with protective closing strategies. Knowl. Based Syst. 216: 106769 (2021) - [c10]Jia-Hao Syu, Chi-Fang Chao, Mu-En Wu:
Forecasting System for Solar-Power Generation. ACIIDS (Companion) 2021: 65-72 - 2020
- [c9]Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho:
On the Design of Profitable Index Based on the Mechanism of Random Tradings. ACIIDS (Companion) 2020: 3-12 - [c8]Jia-Hao Syu, Mu-En Wu, Chun-Hao Chen, Jan-Ming Ho:
Threshold-Adjusted ORB Strategies with Genetic Algorithm and Protective Closing Strategy on Taiwan Futures Market. ICASSP 2020: 1778-1782 - [c7]Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho:
Portfolio Management System with Reinforcement Learning. SMC 2020: 4146-4151 - [c6]Hsiang-Chi Chen, Jia-Hao Syu, Jan-Ming Ho:
Neural Network-based ORB Strategies for Threshold Classification on Taiwan Futures Market. SMC 2020: 4152-4158
2010 – 2019
- 2019
- [j2]Yi-Cheng Tsai, Mu-En Wu, Jia-Hao Syu, Chin-Laung Lei, Chung-Shu Wu, Jan-Ming Ho, Chuan-Ju Wang:
Assessing the Profitability of Timely Opening Range Breakout on Index Futures Markets. IEEE Access 7: 32061-32071 (2019) - [c5]Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho:
A Framework of Applying Kelly Stationary Index to Stock Trading in Taiwan Market. IEEE BigData 2019: 5569-5572 - [c4]Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho:
Modified ORB Strategies with Threshold Adjusting on Taiwan Futures Market. CIFEr 2019: 1-7 - 2018
- [c3]Jia-Hao Syu, Shih-Hsuan Cho, Sheng-Jyh Wang, Li-Chun Wang:
Semantic Segmentation of Indoor-Scene RGB-D Images Based on Iterative Contraction and Merging. ICISP 2018: 252-261 - 2017
- [j1]Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang:
Hierarchical Image Segmentation Based on Iterative Contraction and Merging. IEEE Trans. Image Process. 26(5): 2246-2260 (2017) - [c2]Tzu-Hao Yang, Jia-Hao Syu, Sheng-Jyh Wang:
Semantic segmentation based on iterative contraction and merging. ICIP 2017: 1282-1286 - [c1]Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang:
A patch-based contraction process for the improvement of image matting. ISPACS 2017: 559-564
Coauthor Index
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