Jia-Hao Syu

According to our database, Jia-Hao Syu authored at least 37 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

HTTPS: Heterogeneous Transfer learning for spliT Prediction System evaluated on healthcare data.

Jia-Hao Syu, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin

Inf. Fusion, 2025

2024

Heterogeneous Federated Learning for Non-IID Smartwatch Data Classification.

Jia-Hao Syu, Jerry Chun-Wei Lin

IEEE Internet Things J., September, 2024

AI-Based Electricity Grid Management for Sustainability, Reliability, and Security.

Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava

IEEE Consumer Electron. Mag., January, 2024

TripleS: A Subsidy-Supported Storage for Electricity with Self-financing Management System.

Jia-Hao Syu, Rafal Cupek, Chao-Chun Chen, Jerry Chun-Wei Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023

Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.

Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek

J. Comput. Sci., April, 2023

Energy grid management system with anomaly detection and Q-learning decision modules.

Jia-Hao Syu, Gautam Srivastava, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin

Comput. Electr. Eng., April, 2023

Stock Selection System Through Suitability Index and Fuzzy-Based Quantitative Characteristics.

Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho

IEEE Trans. Fuzzy Syst., 2023

A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics.

Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava, Keping Yu

IEEE Trans. Consumer Electron., 2023

Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid Management with Q-Learning-Based Decision Making.

Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets.

Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.

Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2023, 2023

Fuzzy Electricity Management System with Anomaly Detection and Fuzzy Q-Learning.

Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

The Calibration of Single Beam Distance Sensors based on Machine Learning Methods.

Piotr Biernacki, Adam Ziebinski, Jia-Hao Syu, Jerry Chun-Wei Lin

Proceedings of the IEEE International Conference on Big Data, 2023

Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.

Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Effective Fuzzy System for Qualifying the Characteristics of Stocks by Random Trading.

Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho

IEEE Trans. Fuzzy Syst., 2022

Call Auction-Based Energy Management System with Adaptive Subsidy and Dynamic Operating Reserve.

Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava

Sustain. Comput. Informatics Syst., 2022

Informative index for investment based on Kelly criterion.

Mu-En Wu, Jia-Hao Syu, Gautam Srivastava, Jerry Chun-Wei Lin

Enterp. Inf. Syst., 2022

Embedded draw-down constraint reward function for deep reinforcement learning.

Jimmy Ming-Tai Wu, Sheng-Hao Lin, Jia-Hao Syu, Mu-En Wu

Appl. Soft Comput., 2022

Fuzzy-Based Stock Selection System through Suitability Index and Position Sizing.

Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Double-Environmental Q-Learning for Energy Management System in Smart Grid.

Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu

Proceedings of the IEEE International Conference on Big Data, 2022

An Efficient and Secured Energy Management System for Automated Guided Vehicles.

Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2022

Automated Guided Vehicles Challenges for Artificial Intelligence.

Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Evolutionary ORB-based model with protective closing strategies.

Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho

Knowl. Based Syst., 2021

An IoT-Based Hedge System for Solar Power Generation.

Jia-Hao Syu, Mu-En Wu, Gautam Srivastava, Chi-Fang Chao, Jerry Chun-Wei Lin

IEEE Internet Things J., 2021

Portfolio management system in equity market neutral using reinforcement learning.

Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho

Appl. Intell., 2021

Forecasting System for Solar-Power Generation.

Jia-Hao Syu, Chi-Fang Chao, Mu-En Wu

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

2020

Portfolio Management System with Reinforcement Learning.

Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Neural Network-based ORB Strategies for Threshold Classification on Taiwan Futures Market.

Hsiang-Chi Chen, Jia-Hao Syu, Jan-Ming Ho

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Threshold-Adjusted ORB Strategies with Genetic Algorithm and Protective Closing Strategy on Taiwan Futures Market.

Jia-Hao Syu, Mu-En Wu, Chun-Hao Chen, Jan-Ming Ho

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On the Design of Profitable Index Based on the Mechanism of Random Tradings.

Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

Assessing the Profitability of Timely Opening Range Breakout on Index Futures Markets.

Yi-Cheng Tsai, Mu-En Wu, Jia-Hao Syu, Chin-Laung Lei, Chung-Shu Wu, Jan-Ming Ho, Chuan-Ju Wang

IEEE Access, 2019

Modified ORB Strategies with Threshold Adjusting on Taiwan Futures Market.

Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019

A Framework of Applying Kelly Stationary Index to Stock Trading in Taiwan Market.

Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Semantic Segmentation of Indoor-Scene RGB-D Images Based on Iterative Contraction and Merging.

Jia-Hao Syu, Shih-Hsuan Cho, Sheng-Jyh Wang, Li-Chun Wang

Proceedings of the Image and Signal Processing - 8th International Conference, 2018

2017

Hierarchical Image Segmentation Based on Iterative Contraction and Merging.

Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang

IEEE Trans. Image Process., 2017

A patch-based contraction process for the improvement of image matting.

Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Semantic segmentation based on iterative contraction and merging.

Tzu-Hao Yang, Jia-Hao Syu, Sheng-Jyh Wang

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017