朱正忠，男，博士畢業於美國西北大學，現任福耀科技大學計算與人工智慧學院教授。
基本介紹
- 中文名：朱正忠
- 國籍：中國
人物經歷,學術成果,榮譽獎勵和兼職,
人物經歷
1987.09 至 1989.12：美國西北大學，Computer Science，博士；
1985.09 至 1987.12：美國西北大學，Computer Science，碩士；
1978.09 至 1982.06：中國台灣省淡江大學，信息系，學士；
2024年至今：福耀科技大學計算機與人工智慧學院教授、博士生導師；
2023.09：北京大學; 訪問學者；
2020.10：中國台灣省東海大學; 資訊工程學系; 終身特聘教授；
2008.10 - 2011.07：中國台灣省東海大學; 工學院; 院長；
2004.08 - 2007.07：中國台灣省東海大學; 研究發展處; 研髮長；
2004.05 - 2016.07：中國台灣省東海大學; 軟體工程與技術中心; 主任；
2001.08 - 2004.07：中國台灣省東海大學; 資訊工程與科學系; 系主任；
1992.09 - 1993.08：史丹佛大學; Dept.of Engineering Economic Systems; Visiting Scholar；
1990.03 - 1994.01：洛克希德飛彈太空公司; Software Technology Center; Research Scientist。
學術成果
共發表論文300餘篇。
期刊論文（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. 本人為通訊作者；
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). 本人為通訊作者；
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). 本人為通訊作者；
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). 本人為通訊作者；
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. 本人為通訊作者；
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) . 本人為通訊作者。
會議論文（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. 本人為通訊作者；
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). 本人為通訊作者。
著作：
1. 黃齊元, 陳鴻基, 翟海文, 劉鏡清, 謝佩珊, 黃延聰, 余金樹, 羅仁權, 王可言, 林蔚君, 左典修, 何俊聰, 蕭士翔, 張烜煒, 朱正忠, 石志雄 （2020年08月）。《從AI到AI＋：台灣零售、醫療、基礎建設、金融、製造、農牧、運動產業第一線的數字轉型》，由中國台灣省真文化出版社出版。
榮譽獎勵和兼職
擔任CCF系統軟體與軟體工程專委；
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。
