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2020 – today

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2025
[j16]
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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]
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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]
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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]
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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]
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  - journals/cee/SyuSFCL23
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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]
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  - journals/jocs/ShubynKGBMSSLM23
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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]
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  - journals/tce/SyuL0Y23
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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]
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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]
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  - conf/bigdataconf/BeneckiKGSSLSM23
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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]
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  - conf/bigdataconf/BiernackiZSL23
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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]
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  - conf/fuzzIEEE/SyuLS23
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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]
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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]
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Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek:
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets. PDP 2023: 200-205
[c15]
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  - conf/sdm/SyuLY23
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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]
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  - journals/corr/abs-2305-01252
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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]
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  - journals/asc/WuLSW22
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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]
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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]
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  - journals/suscom/SyuLS22
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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]
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  - journals/tfs/WuSLH22
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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]
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  - conf/bigdataconf/CupekLS22
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Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu:
Automated Guided Vehicles Challenges for Artificial Intelligence. IEEE Big Data 2022: 6281-6289
[c13]
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  - conf/bigdataconf/SyuLM22
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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]
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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]
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  - conf/fuzzIEEE/SyuLWH22
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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]
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  - journals/apin/WuSLH21
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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]
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  - journals/iotj/SyuWSCL21
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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]
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  - journals/kbs/WuSLH21
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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]
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  - conf/aciids/SyuCW21
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Jia-Hao Syu, Chi-Fang Chao, Mu-En Wu:
Forecasting System for Solar-Power Generation. ACIIDS (Companion) 2021: 65-72
2020
[c9]
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  - conf/aciids/SyuWLH20
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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]
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  - conf/icassp/SyuWCH20
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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]
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  - conf/smc/SyuWH20
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Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho:
Portfolio Management System with Reinforcement Learning. SMC 2020: 4146-4151
[c6]
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  - conf/smc/ChenSH20
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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

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2019
[j2]
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  - journals/access/TsaiWSLWHW19
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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]
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  - conf/bigdataconf/SyuWH19
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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]
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  - conf/cifer/SyuWLH19
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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]
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  - conf/icisp/SyuCWW18
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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]
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  - journals/tip/SyuWW17
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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]
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  - conf/icip/YangSW17
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Tzu-Hao Yang, Jia-Hao Syu, Sheng-Jyh Wang:
Semantic segmentation based on iterative contraction and merging. ICIP 2017: 1282-1286
[c1]
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Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang:
A patch-based contraction process for the improvement of image matting. ISPACS 2017: 559-564

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