Jia-Hao Syu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Anomaly Detection

Semantic Segmentation

Resource Consumption

Top Venues

ACIIDS (Companion)

Publications

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) (2024)
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)
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 (2023)
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)
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. BigData (2023)
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)
Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets. PDP (2023)
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 (2023)
Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafal Cupek
HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets. CoRR (2023)
Jia-Hao Syu, Jerry Chun-Wei Lin, Gautam Srivastava
Fuzzy Electricity Management System with Anomaly Detection and Fuzzy Q-Learning. FUZZ (2023)
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) (2023)
Piotr Biernacki, Adam Ziebinski, Jia-Hao Syu, Jerry Chun-Wei Lin
The Calibration of Single Beam Distance Sensors based on Machine Learning Methods. BigData (2023)
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) (2023)
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 (2022)
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) (2022)
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 (2022)
Rafal Cupek, Jerry Chun-Wei Lin, Jia-Hao Syu
Automated Guided Vehicles Challenges for Artificial Intelligence. Big Data (2022)
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)
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)
Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
An Efficient and Secured Energy Management System for Automated Guided Vehicles. Big Data (2022)
Jia-Hao Syu, Jerry Chun-Wei Lin, Philip S. Yu
Double-Environmental Q-Learning for Energy Management System in Smart Grid. Big Data (2022)
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) (2021)
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 (2021)
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) (2021)
Jia-Hao Syu, Chi-Fang Chao, Mu-En Wu
Forecasting System for Solar-Power Generation. ACIIDS (Companion) (2021)
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)
Jia-Hao Syu, Mu-En Wu, Jan-Ming Ho
Portfolio Management System with Reinforcement Learning. SMC (2020)
Hsiang-Chi Chen, Jia-Hao Syu, Jan-Ming Ho
Neural Network-based ORB Strategies for Threshold Classification on Taiwan Futures Market. SMC (2020)
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)
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)
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 (2019)
Jia-Hao Syu, Mu-En Wu, Shin-Huah Lee, Jan-Ming Ho
Modified ORB Strategies with Threshold Adjusting on Taiwan Futures Market. CIFEr (2019)
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)
Tzu-Hao Yang, Jia-Hao Syu, Sheng-Jyh Wang
Semantic segmentation based on iterative contraction and merging. ICIP (2017)
Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang
Hierarchical Image Segmentation Based on Iterative Contraction and Merging. IEEE Trans. Image Process. 26 (5) (2017)
Jia-Hao Syu, Sheng-Jyh Wang, Li-Chun Wang
A patch-based contraction process for the improvement of image matting. ISPACS (2017)