Jia-Hao Syu

45 papers A 1B 11C 2Misc 1Journal 22Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Trapezoid and trapezoidal prism for the maximum relative drawdown: Probability, crash options pricing, and risk.
Appl. Math. Comput.
Jia-Hao Syu, Yuh-Dauh Lyuu
2025 J jnl
Distributed Multi-Head Learning Systems for Power Consumption Prediction.
CoRR
Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu
2025 B conf
Forecasting Option-Implied Dynamics with Google TimesFM: From Model to Market.
IEEE Big Data
U. Hou Lok, Zheng-Liang Lu, Jia-Hao Syu
2025 J jnl
HTTPS: Heterogeneous Transfer learning for spliT Prediction System evaluated on healthcare data.
Inf. Fusion
Jia-Hao Syu, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin
2025 J jnl
Heterogeneous Federated Learning System for Sparse Healthcare Time-Series Prediction.
CoRR
Jia-Hao Syu, Jerry Chun-Wei Lin
2025 J jnl
Heterogeneous Federated Learning Systems for Time-Series Power Consumption Prediction with Multi-Head Embedding Mechanism.
CoRR
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava, Unil Yun
2025 J jnl
Multi-head learning models for power consumption prediction of unmanned ground vehicles.
Inf. Fusion
Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu
2025 B conf
Trapezoidal Frustum and Angle Bracket for the Maximum Drawdown.
IEEE Big Data
Jia-Hao Syu, Yuh-Dauh Lyuu
2024 J jnl
AI-Based Electricity Grid Management for Sustainability, Reliability, and Security.
IEEE Consumer Electron. Mag.
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava
2024 J jnl
Heterogeneous Federated Learning for Non-IID Smartwatch Data Classification.
IEEE Internet Things J.
Jia-Hao Syu, Jerry Chun-Wei Lin
2024 — conf
TripleS: A Subsidy-Supported Storage for Electricity with Self-financing Management System.
PAKDD (5)
Jia-Hao Syu, Rafal Cupek, Chao-Chun Chen, Jerry Chun-Wei Lin
2023 J jnl
A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics.
IEEE Trans. Consumer Electron.
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava, Keping Yu
2023 A conf
Anomaly Detection Networks and Fuzzy Control Modules for Energy Grid Management with Q-Learning-Based Decision Making.
SDM
Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu
2023 B conf
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.
IEEE Big Data
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2023 J jnl
Energy grid management system with anomaly detection and Q-learning decision modules.
Comput. Electr. Eng.
Jia-Hao Syu, Gautam Srivastava, Marcin Fojcik, Rafal Cupek, Jerry Chun-Wei Lin
2023 J jnl
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.
J. Comput. Sci.
Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
2023 — conf
Fuzzy Electricity Management System with Anomaly Detection and Fuzzy Q-Learning.
FUZZ
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava
2023 C conf
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets.
PDP
Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek
2023 J jnl
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets.
CoRR
Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek
2023 — conf
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.
ICCS (5)
Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2023 J jnl
Stock Selection System Through Suitability Index and Fuzzy-Based Quantitative Characteristics.
IEEE Trans. Fuzzy Syst.
Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho
2023 B conf
The Calibration of Single Beam Distance Sensors based on Machine Learning Methods.
IEEE Big Data
Piotr Biernacki, Adam Ziebinski, Jia-Hao Syu, Jerry Chun-Wei Lin
2022 B conf
An Efficient and Secured Energy Management System for Automated Guided Vehicles.
IEEE Big Data
Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
2022 B conf
Automated Guided Vehicles Challenges for Artificial Intelligence.
IEEE Big Data
Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu
2022 J jnl
Call Auction-Based Energy Management System with Adaptive Subsidy and Dynamic Operating Reserve.
Sustain. Comput. Informatics Syst.
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava
2022 B conf
Double-Environmental Q-Learning for Energy Management System in Smart Grid.
IEEE Big Data
Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu
2022 J jnl
Effective Fuzzy System for Qualifying the Characteristics of Stocks by Random Trading.
IEEE Trans. Fuzzy Syst.
Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho
2022 J jnl
Embedded draw-down constraint reward function for deep reinforcement learning.
Appl. Soft Comput.
Jimmy Ming-Tai Wu, Sheng-Hao Lin, Jia-Hao Syu, Mu-En Wu
2022 B conf
Fuzzy-Based Stock Selection System through Suitability Index and Position Sizing.
FUZZ-IEEE
Jia-Hao Syu, Jerry Chun-Wei Lin, Chi-Jen Wu, Jan-Ming Ho
2022 J jnl
Informative index for investment based on Kelly criterion.
Enterp. Inf. Syst.
Mu-En Wu, Jia-Hao Syu, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
An IoT-Based Hedge System for Solar Power Generation.
IEEE Internet Things J.
Jia-Hao Syu, Mu-En Wu, Gautam Srivastava, Chi-Fang Chao, Jerry Chun-Wei Lin
2021 J jnl
Evolutionary ORB-based model with protective closing strategies.
Knowl. Based Syst.
Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho
2021 — conf
Forecasting System for Solar-Power Generation.
ACIIDS (Companion)
Jia-Hao Syu, Chi-Fang Chao, Mu-En Wu
2021 J jnl
Portfolio management system in equity market neutral using reinforcement learning.
Appl. Intell.
Mu-En Wu, Jia-Hao Syu, Jerry Chun-Wei Lin, Jan-Ming Ho
2020 B conf
Neural Network-based ORB Strategies for Threshold Classification on Taiwan Futures Market.
SMC
Hsiang-Chi Chen, Jia-Hao Syu, Jan-Ming Ho
2020 — conf
On the Design of Profitable Index Based on the Mechanism of Random Tradings.
ACIIDS (Companion)
Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho
2020 B conf
Portfolio Management System with Reinforcement Learning.
SMC
Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho
2020 Misc conf
Threshold-Adjusted ORB Strategies with Genetic Algorithm and Protective Closing Strategy on Taiwan Futures Market.
ICASSP
Jia-Hao Syu, Mu-En Wu, Chun-Hao Chen, Jan-Ming Ho
2019 — conf
A Framework of Applying Kelly Stationary Index to Stock Trading in Taiwan Market.
IEEE BigData
Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho
2019 J jnl
Assessing the Profitability of Timely Opening Range Breakout on Index Futures Markets.
IEEE Access
Yi-Cheng Tsai, Mu-En Wu, Jia-Hao Syu, Chin-Laung Lei, Chung-Shu Wu, Jan-Ming Ho, Chuan-Ju Wang
2019 — conf
Modified ORB Strategies with Threshold Adjusting on Taiwan Futures Market.
CIFEr
Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho
2018 C conf
Semantic Segmentation of Indoor-Scene RGB-D Images Based on Iterative Contraction and Merging.
ICISP
Jia-Hao Syu, Shih-Hsuan Cho, Sheng-Jyh Wang, Li-Chun Wang
2017 — conf
A patch-based contraction process for the improvement of image matting.
ISPACS
Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang
2017 J jnl
Hierarchical Image Segmentation Based on Iterative Contraction and Merging.
IEEE Trans. Image Process.
Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang
2017 B conf
Semantic segmentation based on iterative contraction and merging.
ICIP
Tzu-Hao Yang, Jia-Hao Syu, Sheng-Jyh Wang