职称：教授
研究方向：智能医疗; 大语言模型; 人工智能; 软件工程
Email：ChengChungChu＠fyust.org.cn
朱正忠，男，福耀科技大学计算与人工智能学院教授。博士毕业于美国西北大学，1990-1994任职于美国硅谷洛克希德飞弹太空公司软件技术中心，且获颁Special Contribution 及PIP Express Award。也曾在斯坦福大学、北京大学担任访问学者，曾担任中国台湾省东海大学资讯工程系系主任、软件工程技术中心主任、研发长、工学院院长等职务。研究领域包含软件工程及AI大数据分析、主持多项跨校跨领域整合型计划如“应用云端计算技术之老年医学健康服务系统”，此研究发表过多篇优质及高影响力之期刊。并获微软亚洲研究院、中荣计划、卫服部产学计划支持与赞助，荣获中国台湾省国科会2016年应用型产学海报展示优良奖。朱教授过去十年共执行29项中国台湾省的科学计划及10项产学计划，产学合作经验丰富，且有多项技术转移。朱教授曾担任中国台湾省科技研究发展司智能计算学门与产学合作计划/智慧计算学门审查委员、云端暨资安计划规划委员。并担任多个国际期刊编辑委员。朱教授在精准医疗健康有非常优秀的技术及经验，过去25 年执行过非常多大型软件工程及精准医疗相关计划，最近朱教授在健康大语言模型亦有成果，跟中国台湾省的台大医院、台大食科系、台中荣民总医院、彰化基督教医院、中国台湾童综合在AI medicine 方面合作，相关计划获得多次中国台湾省科学/科研官方系统的奖项, 他同时跟清华北大复旦中科院在健康领域合开展学术合作，一起规划未来跨领域之整合研究、教学及产业合作，在学术及实务上皆可以有很好的贡献，朱教授在international digital health care 相关会议担任 chair 及担任health care 及AI 相关领域重要期刊编辑委员，受到许多国外会议的邀请担任PC、PC Chair、General Chair及 Steering Committee 等职务，举办多场国际会议，近年来主辦2022 COMPAI获得最佳論文奖及Outstanding Service Award，2016 年荣获 IEEE Meritorious Service Award、IEEE Gold Core Member Award，2022年获得中国台湾省“智慧行动健康技术与应用之研究”计画优良计画执行成果奖。
1987.09 至 1989.12：美国西北大学，Computer Science，博士；
1985.09 至 1987.12：美国西北大学，Computer Science，硕士；
1978.09 至 1982.06：中国台湾省淡江大学，信息系，学士；
2024年至今：福耀科技大学计算机与人工智能学院教授、博士生导师；
2023.09：北京大学; 访问学者；
2020.10：中国台湾省东海大学; 资讯工程学系; 终身特聘教授；
2008.10 - 2011.07：中国台湾省东海大学; 工学院; 院长；
2004.08 - 2007.07：中国台湾省东海大学; 研究发展处; 研发长；
2004.05 - 2016.07：中国台湾省东海大学; 软件工程与技术中心; 主任；
2001.08 - 2004.07：中国台湾省东海大学; 资讯工程与科学系; 系主任；
1992.09 - 1993.08：史丹佛大学; Dept.of Engineering Economic Systems; Visiting Scholar；
1990.03 - 1994.01：洛克希德飞弹太空公司; Software Technology Center; Research Scientist。
共发表论文300余篇。
期刊论文（近三年主要代表作）：
1. Hsu, T. C., Tsai, Y. H., Chu, W. C. C., Chen, S. W., Tsai, H. L., & Chang, Y. K. (2023) , "Exploration of advanced computer technology to address analytical and noise improvement issues in machine learning," Journal of Systems and Software, 205, 111820；
2. Yin, H., Zhu, Y., Guo, G., & Chu, W. C. C. (2023) , "Privacy-Preserving Smart Contracts for Confidential Transactions Using Dual-Mode Broadcast Encryption," IEEE Transactions on Reliability. 本人为通讯作者；
3. Karthikeyan, P., Pratap, A., Chu, W. C. H., & Hsiung, P. A. (2023) , "Analysis of Fisherman Exploitation in Taiwan Distant Water Fishing. IEEE Technology and Society Magazine," 42(3), 88-97；
4. Hsu, T. C., Chang, C. H., Chu, W. C. C., Lee, S. Y., & Huang, S. Y. (2023). "A Dynamic Model for the Computation of Gesture Types for Image-based Software Agents." Journal of Internet Technology. 24(7), 1497-1503；
5. William Cheng-Chung Chu, Chen, E., et al. "SPESC-Translator: Towards automatically smart legal contract conversion for blockchain-based auction services." IEEE Transactions on Services Computing 15.5 (2021): 3061-3076；
6. William Cheng-Chung Chu, Guo, Guanglai, et al. "Continuous improvement of script-driven verifiable random functions for reducing computing power in blockchain consensus protocols." Peer-to-Peer Networking and Applications (2022): 1-20；
7. William Cheng-Chung Chu, Lee Shou-Yu, et al. "Software fault-proneness analysis based on composite developer-module networks." IEEE Access 9 (2021): 155314-155334；
8. William Cheng-Chung Chu, Chen Shyh-Wei, et al. "Development of an Intelligent Defect Detection System for Gummy Candy under Edge Computing." Journal of Internet Technology 23.5 (2022): 981-988；
9. Guanglai Guo, Yan Zhu, E Chen, Guizhen Zhu, Di Ma, William Cheng-Chung Chu (2021, Sep). Continuous Improvement of Script-driven Verifiable Random Functions for Reducing Computing Power in Blockchain Consensus Protocols. Peer-to-Peer Networking and Applications. (Accepted). 本人为通讯作者；
10. Hai Lu, Ruyun Yub, Yan Zhu, Kaitai Liang, William Cheng-Chung Chu (2021, Sep). Policy-Driven Data Sharing over Attribute-Based Encryption supporting Dual Set Membership. Journal of Systems and Software. (Accepted). 本人为通讯作者；
11. Chen Ei, Zhu Yan, Zhou Zhiyuan, Lee Shou-Yu, Wong W. Eric Chu, William Cheng-Chung (2021, Aug). Policychain: A Decentralized Authorization Service with Script-driven Policy on Blockchain for Internet of Things. IEEE Internet of Things Journal (5-year IF:11.705). (Accepted). 本人为通讯作者；
12. E Chen, Bohan Qin, Yan Zhu, Weijing Song, Shengdian Wang, William Cheng-Chung Chu, Stephen S Yau (2021, May). SPESC-Translator: Towards Automatically Smart Legal Contract Conversion for Blockchain-based Auction Services. IEEE Transactions on Services Computing (5-year IF:5.733) ；
13. Chih-Hung Chang, Tse-Chuan Hsu, William Cheng-Chung Chu, Che-Lun Hung, Ping-Fang Chiu, (2021, Mar). A Smart Service Warehousing Platform Supporting Big Data Deep Learning Modeling Analysis. Journal of Internet Technology. 本人为通讯作者；
14. Yan zhu, Song WeiJing , Wang Di, Ma Di, Chu William (2021, Feb). TA-SPESC: Towards Asset-driven Smart Contract Language supporting Ownership Transaction and Rule-based Generation on Blockchain. IEEE Transactions on Reliability (5-year IF:3.392) . 本人为通讯作者。
会议论文（近三年主要代表作）：
1. Katsunori Oyama, Kaoru Sakatani and William Cheng-Chung Chu, “Synthesized Blood Test Data for Dementia Risk Screening Using Generative Adversarial Networks,” IEEE 2024 International Conference on Digital Health (ICDH)；
2. Lin-Kai Chen, William Chu William Cheng-Chung Chu, Tse-Chuan Hsu and Yao-Hsien Tseng,“Explainable Data Model Visibility Analysis for Data Pathological Feature Prediction,” IEEE 2024 International Conference on Digital Health (ICDH)；
3. Zong-Yi Chen, Chin-Yu Huang, Jing-Rong Lin, Chih-Chiang Fang, William Cheng-Chung Chu, "Employing CNN with Spatial Pyramid Pooling for Predicting Software Defects through Image Analysis," QRS 2024, The 24th IEEE International Conference on Software Quality, Reliability, and Security；
4. Hsu, T. C., Chu, W. C. C., Tseng, Y. H., Lee, S. Y., & Chen, S. W. (2023, July). Analyzing and researching the intermediate layer of Alliance medical data combined with edge computing. In 2023 IEEE International Conference on Software Services Engineering (SSE) (pp. 285-290). IEEE；
5. Lu, X. L., Hsu, H. J., & Chu, W. C. C. (2023, June). Public Bicycle Flow Forecasting using Spatial and Temporal Graph Neural Network. In 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) (pp. 490-499). IEEE；
6. T. -C. Hsu, W. C. -C. Chu and S. -w. Chen, "The IoT Service Agent Model based on Federated Learning to Improve Service Quality," 2022 IEEE 22nd International Conference on Software Quality, Reliability, and Security Companion (QRS-C), Guangzhou, China, 2022, pp. 718-722, doi: 10.1109/QRS-C57518.2022.00113；
7. Q. Liu, W. C. -C. Chu, X. Zhang, S. -Y. Lee and W. Mo, "A Quantum Information and Cybernetics Based Algorithm for Creativity Applying in Cultural Heritage Products Design," 2022 IEEE 22nd International Conference on Software Quality, Reliability, and Security Companion (QRS-C), Guangzhou, China, 2022, pp. 740-745, doi: 10.1109/QRS-C57518.2022.00116；
8. P. -C. Chen, C. -H. Chang, Y. -W. Chan, Y. -T. Tasi and W. C. Chu, "An Approach to Real-Time Fall Detection based on OpenPose and LSTM," 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), Los Alamitos, CA, USA, 2022, pp. 1573-1578, doi: 10.1109/COMPSAC54236.2022.00250；
9. C. -H. Wu, C. -L. Hung, T. -Y. Lee, C. -Y. Wu and W. C. -C. Chu, "Fatty Liver Diagnosis Using Deep Learning in Ultrasound Image," 2022 IEEE International Conference on Digital Health (ICDH), Barcelona, Spain, 2022, pp. 185-192, doi: 10.1109/ICDH55609.2022.00037；
10. E. Chen et al., "SPESC-Translator: Towards Automatically Smart Legal Contract Conversion for Blockchain-based Auction Services," 2021 IEEE World Congress on Services (SERVICES), Chicago, IL, USA, 2021, pp. 3-3, doi: 10.1109/SERVICES51467.2021.00014；
11. Hsin-Hsiung Chang, Jung-Hsien Chiang, William Cheng Chung Chu (2021, Jul). Data-Driven Generation of Medical-Research Hypotheses in Cancer Patients. COMPSAC 2021. 本人为通讯作者；
12. Lin He, Kazi Shafiul Alam, Jiachen Ma, Eric Burkholder, Anik Iqbal, Sheikh Iqbal Ahamed and William Cheng Chung Chu (2021, Jun). Remote Photoplethysmography Heart Rate Variability Detection Using Signal to Noise Ratio Bandpass Filtering. 2021 IEEE ICDH (IEEE International Conference on Digital Health). 本人为通讯作者。
著作：
1. 黄齐元, 陈鸿基, 翟海文, 刘镜清, 谢佩珊, 黄延聪, 余金树, 罗仁权, 王可言, 林蔚君, 左典修, 何俊聪, 萧士翔, 张烜炜, 朱正忠, 石志雄 （2020年08月）。《从AI到AI＋：台湾零售、医疗、基础建设、金融、制造、农牧、运动产业第一线的数字转型》，由中国台湾省真文化出版社出版。
担任CCF系统软件与软件工程专委；
lEEE transaction on reliability、Traditional and Complementary Medicine(eJTCM)、Advances in Artificial Intelligence and Machine Learning Journal、Journal of Cancer Science and Treatment、International journal of Creative Computing Associate editor；
Journal of System and Software(JSS) Associate editor；
IEEE Transaction on Service Computing Guest editor；
2022 ICDH general chair；
2023 IEEE SERVICE、IEEE COMPSAC、APSEC、IEEE QRS、IEEE ICDH steering committee；
IEEE world congress on services AI4 medicine symposium co-chair。
