About

關於學程

張榮昇助理教授

張榮昇
05-5342601 #7197
changart@yuntech.edu.tw
  • ►職銜
    產學型專案助理教授

    ►最高學歷
    國立台灣科技大學資訊管理系博士

    ►專長
    大數據分析、演算法、系統開發、網路服務品質、連鎖業經營管理
    ►任教科目
    產業實務實習(大四)、產業實務專題(大三)、產業專題見習(大二)

    ►教學大綱
    教學大綱.PDF

    ►教師經歷
    1. 利鑫冷凍食品()公司 副總經理
    2. 家禾國際事業()公司 副總經理
    3. Technische Universities Ilmenau (Germany) 實習研究員
    4. 新埔技術學院 專任講師
    5. 東吳大學 兼任講師
    6. 華梵大學 兼任講師

    ►教師證照
    1. TOEIC 920分
    2. 電腦軟體應用乙級技術士

    ►著作
       
    ►期刊論文
    1.  Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang and Chuan-Yu Chang (2021, Oct). Analyzing
      Mixed-type Data by Using Word Embedding for Handling Categorical Features, Intelligent Data Analysis, Vol. 25, No. 6, pp. 1349-1368, Oct. 2021. DOI 10.3233/IDA-205453 (SCI) (MOST
      109-2410-H-224-019)
    2. Hamid Ghadiri, Hamed Khodadadi, Saleh Mobayen, Jihad H. Asad, Thaned Rojsiraphisal, Arthur Chang (2021, Oct). Observer-Based Robust Control Method for Switched Neutral Systems in the Presence of Interval Time-Varying Delays. Mathematics, 9(19), 2473. (SCI). 
    3. Thaned Rojsiraphisal, Saleh Mobayen, Jihad H. Asad, Mai The Vu, Arthur Chang (2021, Aug). Fast Terminal Sliding Control of Underactuated Robotic Systems Based on Disturbance Observer with Experimental Validation. Mathematics, 9(16), 1935. (SCI). 
    4. Hamede Karami, Saleh Mobayen, Marzieh Lashkari, Farhad Bayat, Arthur Chang (2021, May). LMI-Observer-Based Stabilizer for Chaotic Systems in the Existence of a Nonlinear Function and Perturbation. Mathematics, 9(10), 1128. (SCI). 
    5.  Yen-Hung Chen, Arthur Chang, ChunWei Huang (2021, Apr). Using learning time as metrics: an artificial intelligence driven risk assess framework to evaluate DDoS cyber attack. Journal of Intelligent and Fuzzy Systems, 40(4), 7691-7699. (SCI). 
    6. Mojtaba Nasiri, Saleh Mobayen, Behdad Faridpak, Afef Fekih, Arthur Chang (2020, Dec). Small-Signal Modeling of PMSG-Based Wind Turbine for Low Voltage Ride-Through and Artificial Intelligent Studies. Energies, 13(24), 6685. (SCI). 
    7. Zelalem Legese Hailemariam, Yuan-Cheng Lai, Yen-Hung Chen, Yu-Hsueh Wu, Arthur Chang (2019, May). Social-Aware Peer Discovery for Energy Harvesting- Based Device-to-Device Communications. Sensors, 19(10):2304, 1-21. (SCIE).
    8. Yuan-Cheng Lai, Arthur Chang, Jenyun Liang (2007, Oct). “Provision of proportional delay differentiation in wireless LAN using a cross-layer fine-tuning scheduling scheme,” IET Communications, vol. 1, no. 5, pp. 880-886. (SCI)
    9. Yuan-Cheng Lai, Arthur Chang (2006, Sept). “A Non-Work-Conserving Scheduler to Provide Proportional Delay Differentiated Services and Best Effort Service,” IEICE Transactions on Communications, vol. E89-B, no. 9, pp.2493-2502. (SCI)
    10. Arthur Chang, Yuan-Cheng Lai (2004, Aug). “A Look-Ahead Scheduler to Provide Proportional Delay Differentiation in Wireless Network with a Multi-state Link,” IEICE Transactions on Communications, vol. E87-B, no. 8, pp. 2281-2289. (SCI)

        ►研討會論文
    1. Yi-Jia Chen, Chung-Chian Hsu, Cheng-Chun Wu, Arthur Chang (2021, Aug). Detection of endotracheal tube based on deep learning, The 34th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Taipei, Taiwan.
    2. Guan-Ting Chen, Arthur Chang, Chung-Chian Hsu, Fu-Zhe Lin, Dao-Hong Wei (2021, May). Multi-label Classification of ICD Codes based on Medical Term Extensions, International Conference on Information Management, Taipei, Taiwan.
    3. Jia-Qing Lin, Chung-Chian Hsu, Yi-Jia Chen, Cheng-Chun Wu, Arthur Chang (2021, May). Automated Detection of Endotracheal Tube in a Chest X-ray Image, International Conference on Information Management, Taipei, Taiwan.
    4. Chung-Chian Hsu, Pei-Chi Chang, Arthur Chang (2020, Sept). Multi-label Classification of ICD coding using Deep Learning, International Symposium on Community-Centric Systems, Tokyo, Japan.
    5. Chung-Chian Hsu, Xiang-Ting Chen, Yu-Sheng Chen, Arthur Chang (2020, Sept). Short-term Load Forecasting by Machine Learning, International Symposium on Community-Centric Systems, Tokyo, Japan. 
    6. Chung-Chian Hsu, Shi-Mai Fang, Yu-Sheng Chen, Arthur Chang (2020, Jul). Data Analysis for Supporting Cleaning Schedule of Photovoltaic Power Plants. The 2020 World Congress in Computer Science, Computer Engineering & Applied Computing, Las Vegas, Nevada, USA. 
    7. Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang, Chih-Chien Huang (2020, Jul). Apply Language Model on Mixed-Type Data for Feature Transformation. The 10th National Conference on Web Intelligence and Applications (NCWIA2020), Yunlin, Taiwan. 
    8. Chung-Chian Hsu, Jia-Long Li, Arthur Chang, Yu-Sheng Chen (2019, Jul). Apply Machine Learning to Detect and Diagnose Faults in Multi-Array PV Plants. The 2019 World Congress in Computer Science, Computer Engineering & Applied Computing, Las Vegas, Nevada, USA. 
    9. Chung-Chian Hsu, Jia-Long Li, Arthur Chang, Yu-Sheng Chen (2018, Dec). An Enhanced Pre-processing and Nonlinear Regression-based Approach for Failure Detection of PV System. 2018 International Computer Symposium, Yunlin, Taiwan. 
    10. Chung-Chian Hsu, Shi-Mai Fang, Arthur Chang, Yu-Sheng Chen (2018, Dec). Evaluation of Performance Improvement by Cleaning on Photovoltaic Systems. 2018 International Computer Symposium, Yunlin, Taiwan. 
    11. Chung-Chian Hsu, Chi-Tse Deng, Arthur Chang (2018, Jun). Fault Detection of Photovoltaic Arrays based on Machine Learning Techniques. The 20th International Conference on Materials, Methods and Technologies, Elenite, Bulgaria. 
    12. Chung-Chian Hsu, Chi-Tse Deng, Arthur Chang (2018, Jun). Fault Detection and Diagnosis of Photovoltaic Arrays in Real-Time via Machine Learning. 2018 INFORMS International Conference, Taipei, Taiwan. 
    13. Chung-Chian Hsu, Chi-Tse Teng, Chung-Jhih Cai, Arthur Chang (2018, Jun). Real-Time Diagnosis of Fault Type for Grid-Connected Photovoltaic Plants. The 29th International Conference on Information Management, Taichung, Taiwan. 
    14. Chung-Chian Hsu, Jun-Cheng Wang, Shih-Hsiung Chuang, Arthur Chang (2018, Jun). Improve Warehouse Management via Data Analysis. The 29th International Conference on Information Management, Taichung, Taiwan. 
    15. Chung-Chian Hsu, Meng-Kai Lu, Chung-Jhih Cai, Arthur Chang (2018, Jun). Estimate Power Production based on Historical Data in Monitored and Unmonitored Photovoltaic Systems. The 29th International Conference on Information Management, Taichung, Taiwan.
    16. Thorsten Strufe, Guenter Schaefer, Arthur Chang (2006, June). An Efficient Load Balancing Strategy for Cooperative Overlay Live-Streaming, IEEE ICC2006, Istanbul, Turkey. (EI)
    17. Yuan-Cheng Lai, Arthur Chang (2005, June). Some Packet Schedulers for Proportional Delay Differentiated Services and Best Effort Service. International Conference on Internet Computing, Las Vegas, USA.
    18. Yuan-Cheng Lai, Arthur Chang (2005, June). Some Schedulers to Achieve Proportional Junk Rate Differentiation, IEEE ISCC 2005, Spain.
    19. Yuan-Cheng Lai, Arthur Chang (2004, Dec). “A Non-Work-Conserving Scheduler to Provide Proportional Delay Differentiated Services, IEEE Globecom’2004, Dallas, USA, December 2004. (EI)
    20. Yuan-Cheng Lai, Arthur Chang, Shu-Chung Zheng (2004, May). A High-Performance and Fair Scheduler for the Wireless Network with a Multi-state Channel, IEEE 6th CAS Workshop/Symposium on Emerging Technologies: Frontiers of Mobile and Wireless Communication, Shanghai, China.
    ►執行計畫:

    2022 運用人工智慧於醫院衛材庫存管理之研究
    2021 Python AI影像辨識應用實作員工培訓計畫
    2021 醫療資訊智慧化分析平台之開發與建置
    2019 以大數據分析技術進行國際疾病分類碼ICD-10編碼系統及門診系統之設計與開發
    2019 具深度學習人工智慧與心理衡鑑及治療初期評量功能之Line BOT 模組,以協助個案資料收集與概念化應用可能性之初探
    2018 重點高階研發人才培育實驗室技術創新計畫-巨量資料應用研究中心
    2018 物料配置最佳化及倉儲作業績效模型建置
    2018 倉儲作業優化研究與系統開發
     
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