國　立　雲　林　科　技　大　學　資　訊　管　理　所
National Yunlin University of Science and Technology
Department of Information Management
張榮昇　　助理教授 

一般資訊

  • 學歷：國立台灣科技大學
  • 研究室：
  • 分機號碼：
  • 研究興趣：演算法、系統開發、巨量資料與人工智慧應用
  • E-Mail：changart@yuntech.edu.tw

經歷

  • 家禾國際事業(股)公司副總經理
  • 新埔技術學院資訊管理系講師

研究著作

期刊論文：

  • Ritu Tandon, Shweta Agrawal, Arthur Chang, Shahab S. Band, 2022, VCNet: Hybrid deep learning model for detection and classification of lung carcinoma using chest radiographs, Frontiers in Public Health, 10:894920. (SCI)
  • Shahab Band, Sina Ardabili, Atefeh Yarahmadi, Bahareh Pahlevanzadeh, Adiqa Kiani, Amin Beheshti, Hamid Alinejad-Rokny, Iman Dehzangi, Arthur Chang, Amir Mosavi, Massoud Moslehpour, 2022, A Survey on Machine Learning and Internet of Medical Things-based Approaches for Handling COVID-19: Meta-Analysis, Frontiers in Public Health, 10:869238. (SCI)
  • Khalid A. Alattas, Ardashir Mohammadzadeh, Saleh Mobayen, Hala M. Abo-Dief, Abdullah K. Alanazi, Mai The Vu, Arthur Chang, 2022, Automatic Control for Time Delay Markov Jump Systems under Polytopic Uncertainties, Mathematics, Vol. 10, No. 187. (SCI)
  • Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang, Chuan-Yu Chang, 2021, Analyzing Mixed-type Data by Using Word Embedding for Handling Categorical Features, Intelligent Data Analysis, Vol. 25, No. 6, pp. 1349-1368. (SCI)
  • Hamid Ghadiri, Hamed Khodadadi, Saleh Mobayen, Jihad H. Asad, Thaned Rojsiraphisal, Arthur Chang, 2021, Observer-Based Robust Control Method for Switched Neutral Systems in the Presence of Interval Time-Varying Delays, Mathematics, Vol. 9, No. 19. (SCI)
  • Thaned Rojsiraphisal, Saleh Mobayen, Jihad H. Asad, Mai The Vu, Arthur Chang, Jirapong Puangmalai, 2021, Fast Terminal Sliding Control of Underactuated Robotic Systems Based on Disturbance Observer with Experimental Validation, Mathematics, Vol. 9, No. 16. (SCI)
  • Hamede Karami, Saleh Mobayen, Marzieh Lashkari, Farhad Bayat, Arthur Chang, 2021, LMI- Observer-Based Stabilizer for Chaotic Systems in the Existence of a Nonlinear Function and Perturbation, Mathematics, Vol. 9, No. 10. (SCI)
  • Yen-Hung Chen, Arthur Chang, ChunWei Huang, 2021, Using learning time as metrics: an artificial intelligence driven risk assess framework to evaluate DDoS cyber attack, Journal of Intelligent & Fuzzy Systems, Vol. 40, No. 4, pp.7691-7699. (SCI)
  • Mojtaba Nasiri, Saleh Mobayen, Behdad Faridpak, Afef Fekih, Arthur Chang, 2020, Small-Signal Modeling of PMSG-Based Wind Turbine for Low Voltage Ride-Through and Artificial Intelligent Studies, Energies, Vol.13, No.6685. (SCI)
  • Zelalem Legese Hailemariam, Yuan-Cheng Lai, Yen-Hung Chen, Yu-Hsueh Wu, Arthur Chang, 2019, Social-Aware Peer Discovery for Energy Harvesting-Based Device-To-Device Communications, Sensors, Vol.19, No.10. (SCI-E)
  • Yuan-Cheng Lai, Arthur Chang, and Jenyun Liang, “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, October 2007. (SCI)
  • Yuan-Cheng Lai and Arthur Chang, “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 , September, 2006. (SCI)
  • Arthur Chang and Yuan-Cheng Lai, “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, August, 2004. (SCI)
  • Yuan-Cheng Lai, Wei-Hsi Li, and Arthur Chang, “A Novel Scheduler for the Proportional Differentiation Model by Considering Packet Transmission Time,” Lecture Notes in Computer Science, Springer-Verlag, 2002. (SCI-E)
  • Yuan-Cheng Lai, Shuen-Chich Tsai, and Arthur Chang, “Performance Analysis of Wireless TCP,” Lecture Notes in Computer Science, Springer-Verlag, 2002. (SCI-E)

 

研討會論文：

  • Cheng-Chun Wu, Chung-Chian Hsu, Arthur Chang, Ching-Fa Huang, Ching-Tao Chang. Chi-Yuan Chen, Shao-Xue Wang, 2022, Automated Detection of Carina in Chest X-ray Images, The 35th IPPR Conference on Computer Vision, Graphics, and Image Processing, 2022/08/18-20, CVGIP, Nantou.
  • Ching-Tao Chang, Arthur Chang, Chung-Chian Hsu, Yu-Zen Yang, Chung-Chun Wang, 2022, Applying Deep Learning to Identify Abnormality in Electrocardiogram, The 12th National Conference on Web Intelligence and Applications, 2022/07/22-23, Yunlin.
  • Ching-Fa Huang, Arthur Chang, Chung-Chian Hsu, Chi-Yuan Chen, Shao-Xue Wang, 2022, Application of Deep Learning to Locate Endotracheal Tube Tip in Medical Image, The 12th National Conference on Web Intelligence and Applications, 2022/07/22-23, NCWIA, Yunlin.
  • Hao-Ting Pai, Chung-Chian Hsu, Guo-Siang Jhao, Arthur Chang, 2022, Medical Data Analysis based on Transparent Classifier, The 9th IEEE International Conference on Consumer Electronics, 2022/07/06-08, IEEE, Taipei.
  • Jai-Qing Lin, Chung-Chian Hsu, Yi-Jia Chen, Cheng-Chun Wu, Arthur Chang, 2021, Automated Detection of Endotracheal Tube in a Chest X-ray Image, International Conference on Information Management, 2021/08/28, CSIM, Taipei.
  • Guan-Ting Chen, Arthur Chang, Chung-Chian Hsu, Fu-Zhe Lin, Dao-Hong Wei, 2021, Multi-label Classification of ICD Codes based on Medical Term Extensions, International Conference on Information Management, 2021/08/28, CSIM, Taipei.
  • Yi-Jia Chen, Chung-Chian Hsu, Cheng-Chun Wu, Arthur Chang, 2021, Detection of endotracheal tube based on deep learning, Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2021/08/22-24, IPPR, Taipei.
  • Chung-Chian Hsu, Xiang-Ting Chen, Yu-Sheng Chen, Arthur Chang, 2020, Short-term Load Forecasting by Machine Learning, 2020 International Symposium on Community-centric Systems (CcS2020), 2020/09/23-26, Research Center for Community-centric Systems, Tokyo Metropolitan University, Tokyo.
  • Chung-Chian Hsu, Pei-Chi Chang, Arthur Chang, 2020, Multi-Label Classification of ICD Coding Using Deep Learning, 2020 International Symposium on Community-centric Systems (CcS2020), 2020/09/23-26, Research Center for Community-centric Systems, Tokyo Metropolitan University, Tokyo.
  • Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang, Chih-Chien Huang, 2020, Apply Language Model on Mixed-Type Data for Feature Transformation, The 10th National Conference on Web Intelligence and Applications (NCWIA2020), 2020/07/31-2020/08/01, Taiwan Association for Web Intelligence Consortium, Yunlin.
  • Chung-Chian Hsu, Shi-Mai Fang, Yu-Sheng Chen, Arthur Chang, 2020, Data Analysis for Supporting Cleaning Schedule of Photovoltaic Power Plants, The 2020 World Congress in Computer Science, Computer Engineering & Applied Computing, 2020/07/27-30, The American Council on Science and Education, Las Vegas.
  • Chung-Chian Hsu, Jia-Long Li, Arthur Chang, Yu-Sheng Chen, 2019, Apply Machine Learning to Detect and Diagnose Faults in Multi-Array PV Plants, The 2019 World Congress in Computer Science, Computer Engineering & Applied Computing, 2019/07/19-2019/08/01, The American Council on Science and Education, Las Vegas.
  • Chung-Chian Hsu, Jia-Long Li, Arthur Chang and Yu-Sheng Chen, 2018, An Enhanced Pre- processing and Nonlinear Regression-based Approach for Failure Detection of PV System, 2018 International Computer Symposium, 2018/12/20-22, National Yunlin University of Science and Technology, Yunlin.
  • Chung-Chian Hsu, Shi-Mai Fang, Arthur Chang and Yu-Sheng Chen, 2018, Evaluation of Performance Improvement by Cleaning on Photovoltaic Systems, 2018 International Computer Symposium, 2018/12/20-22, National Yunlin University of Science and Technology, Yunlin.
  • Chung-Chian Hsu, Chi-Tse Deng, Arthur Chang, 2018, Fault Detection of Photovoltaic Arrays based on Machine Learning Techniques, 20th International Conference on Materials, Methods and Technologies, 2018/06/26-30, Bulgarian Academy of Sciences, Elenite.
  • Chung-Chian Hsu, Chi-Tse Deng, Arthur Chang, 2018, Fault Detection and Diagnosis of Photovoltaic Arrays in Real-Time via Machine Learning, 2018 INFORMS International Conference, 2018/06/17-20, The Institute for Operations Research and the Management Sciences, Taipei.
  • Chung-Chian Hsu, Jun-Cheng Wang, Shih-Hsiung Chuang, Arthur Chang, 2018, Improve Warehouse Management via Data Analysis, The 29th International Conference on Information Management, 2018/06/03, CSIM, Taichung.
  • Chung-Chian Hsu, Chi-Tse Teng, Chung-Jhih Cai, Arthur Chang, 2018, Real-Time Diagnosis of Fault Type for Grid-Connected Photovoltaic Plants, The 29th International Conference on Information Management, 2018/06/03, CSIM, Taichung.
  • Chung-Chian Hsu, Meng-Kai Lu, Chung-Jhih Cai, Arthur Chang, 2018, Estimate Power Production based on Historical Data in Monitored and Unmonitored Photovoltaic Systems, The 29th International Conference on Information Management, 2018/06/03, CSIM, TaichungTaipei.
  • Thorsten Strufe, Guenter Schaefer and Arthur Chang, “An Efficient Load Balancing Strategy for Cooperative Overlay Live-Streaming,” IEEE ICC2006, Istanbul, Turkey, June 2006. (EI)
  • Yuan-Cheng Lai and Arthur Chang: Some Packet Schedulers for Proportional Delay Differentiated Services and Best Effort Service. International Conference on Internet Computing, Las Vegas, USA, June 2005.
  • Yuan-Cheng Lai and Arthur Chang, “Some Schedulers to Achieve Proportional Junk Rate Differentiation,” IEEE ISCC 2005, Spanish, June 2005.
  • Yuan-Cheng Lai and Arthur Chang, “’A Non-Work-Conserving Scheduler to Provide Proportional Delay Differentiated Services,” IEEE Globecom’2004, Dallas, USA, December 2004. (EI)
  • Yuan-Cheng Lai, Arthur Chang, and Shu-Chung Zheng, “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, May 2004.

執行計劃

  • 教育部補助國立技專校院健全發展計畫-人工智慧教學研究資源提升計畫
  • 結合人工智慧技術之衛材管理系統
  • 人工智慧氣管內管判讀輔助系統研究計畫
  • 開發自動化耐蝕清洗液系統及鏈結資通訊之智慧製造計畫
  • IT維護計畫
  • 貨櫃號碼之AI智慧辨識輔導案
  • 客流數據分析
  • 結合混合式機器學習和深度學習方法與新型姿勢儀的跌倒風險評估
  • 運用人工智慧於醫院衛材庫存管理之研究
  • 醫療資訊智慧化分析平台之開發與建置
  • Python AI影像辨識應用實作員工培訓計畫
  • 物流網站前台系統開發
  • 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
  • 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
  • 物料配置最佳化及倉儲作業績效模型建置
  • 高階研發人才培育實驗室計畫-倉儲作業優化研究與系統開發
  • 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