張志宏

副教授

張志宏博士畢業於逢甲大學資訊工程學系博士班,主要研究成果方向為深度學習、軟體工程、雲端服務、健康照護系統等相關之研究。 在研究計畫方面張教授曾獲十餘件科技部/國科會計畫主持人與多個教育部/國科會計畫共同主持人,研究成果曾兩度刊登於「工程科技通訊」。 張教授也積極參與相關研究服務,如擔任全國智慧製造大數據分析競賽-子計畫二: 人工智慧技術應用於加工品質數據分析與預測共同主持人、智慧製造產業創新提升人才培育計畫「智慧製造資料庫與大數據分析課程教材發展計畫」教材編撰教師、勞動部全國技能競賽網頁技術裁判/分區裁判長、教育部國教署前瞻數位計畫審查委員等。TANET、ACM SAC Software Engineering Track等多項國際會議議程委員、IEEE SCA Workshop co-Chair等。 產學合作方面,張博士目前台中榮民總醫院、彰化基督教醫院、童綜合醫院、瀚錸科技、任意門科技等合作人工智慧資料分析、大語言模型應用、多元能源管理等實際應用,如常新冠分析、骨科罕見疾病診斷、癲癇偵測、衛教機器人等。 張博士榮獲獎項如下:TANET2021、2017最佳論文獎,NCS 2017最佳論文獎。張博士近年有關AIoT、雲端計算、軟體設計技術以及軟體需求工程等相關期刊與專書論文30餘篇,研討會百餘篇。


學歷

  • 逢甲大學 資訊工程學系 博士
  • 逢甲大學 資訊工程學系 碩士
  • 逢甲大學 資訊工程系 學士

專長

  • 軟體工程
    Software Engineering
  • 雲端服務
    Cloud Service
  • 深度學習
    Deep Learing
  • 智慧醫療
    Smart Healthcare
  • 巨量資料
    Big Data

校內經歷

  • 資訊工程學系 副教授
  • 資訊工程學系(所) 兼任講師

校外經歷

  • 靜宜大學 資訊工程學系 副教授
  • 靜宜大學 資訊學院 副教授
  • 修平科技大學 資訊管理系 副教授
  • 修平技術學院 資訊管理系 助理教授
  • 修平技術學院 資訊管理系 講師

論文及參與計畫

  1. Chih-Hung Chang, Hsin-Ta Chiao, Hsiang-Ching Chang, Endah Kristiani, and Chao-Tung Yang*, "A predictive maintenance architecture for TFT-LCD manufacturing using machine learning on the cloud service," Internet of Things, https://doi.org/10.1016/j.iot.2025.101541, 2025-02. (SCIE)
  2. Hsien-Po Huang, Hsiu-Wen Wang, Chia-Hsin Cheng, Yi-Shan Chang, Ting-Kuang Yeh, Wei-Hsuan Huang, Chia-Wei Liu, Chih-Hung Chang, Po-Yu Liu, Yu-Chun Yen*, and Chien-Hao Tseng, "Post-COVID-19 Condition and Pulmonary Embolism," Journal of Multidisciplinary Healthcare, 2024:17 6153–6159, 2024-12. (SCIE)
  3. Chih-Hung Chang, Jia-Yow Weng, Neil Yuwen Yen, and Chao-Tung Yang*, "Using the Ceph File System and RADOS Gateway to Construct an Integrated Shared Storage," Human-centric Computing and Information Sciences, https://doi.org/10.22967/HCIS.2024.14.012, 2024-02. (SCIE)
  4. Tse-Chuan Hsu, Chih-Hung Chang, William Cheng-Chung Chu*, Shou-Yu Lee, and Shih-Yun Huang, "A Dynamic Model for the Computation of Gesture Types for Image-based Software Agents," Journal of Internet Technology, Vol. 24 No. 7, pp. 1497 - 1503, 2023-12. (SCIE)
  5. Wu-Chun Chung, Yung-Chin Chang, Ching-Hsien Hsu, Chih-Hung Chang, and Che-Lun Hung*, "Federated Feature Concatenate Method for Heterogeneous Computing in Federated Learning," Computers,Materials & Continua, vol.75, no.1, pp. 351 - 371, 2023-02. (SCIE)
  6. Yu‑Wei Chan, Tsan‑Ching Kang, Chao‑Tung Yang, Chih‑Hung Chang*, Shih‑Meng Huang, Yin‑Te Tsai, "Tool wear prediction using convolutional bidirectional LSTM networks," The Journal of Supercomputing, Volume 78, pp.810–832, 2022-01. (SCIE)
  7. Chih-Hung Chang, Tse-Chuan Hsu, William Cheng-Chung Chu*, Che-Lun Hung, and Ping-Fang Chiu*, "A Smart Service Warehousing Platform Supporting Big Data Deep Learning Modeling Analysis," Journal of Internet Technology, Volume 22, No. 2, pp. 483 - 489, 2021-01. (SCIE)
  8. Chih-Hung Chang, Chao-Tung Yang*, Jheng-Yue Lee, Chuan-Lin Lai, and Chia-Chen Kuo, "On Construction and Performance Evaluation of a Virtual Desktop Infrastructure with GPU Accelerated," IEEE Access, 8: 170162- 170173, 2020-09. (SCIE)
  9. Chih-Hung Chang, Fuu-Cheng Jiang, Chao-Tung Yang*, and Sheng-Cang Chou, "On Construction of a Big Data Warehouse Accessing Platform for Campus Power Usages," Journal of Parallel and Distributed Computing, Volume 133, pp.40-50, 2019-06. (SCIE)
  10. Tse-Chuan Hsu,Yao-Hong Tsai*, Dong-Meau Chang, Fu-Yao Liu, and Chih-Hung Chang, "Interactive Task Assignment Model for Internet of Things Devices," Sensors and Materials, Volume 31, No.6, pp.1815 - 1829, 2019-06. (SCIE)
  11. Chao-Tung Yang*, Shuo-Tsung Chen, Chih-Hung Chang, Walter Den, and Chia- Cheng Wu, "Implementation of an Environmental Quality and Harmful Gases Monitoring System in Cloud," Journal of Medical and Biological Engineering, Volumn 39, No.4, pp. 456 - 469, 2018-03. (SCIE)
  12. Chih-Hung Chang, Chih-Wei Lu, Chao-Tung Yang*, and Tzu-Chieh Chang, "An Approach of Performance Comparisons with OpenMP and CUDA Parallel Programming on Multicore Systems," Concurrency Computation Practice and Experience, Volume 28, pp. 4230 - 4245, 2016-11. (SCIE)
  13. Dianxiang Xu*, Weifeng Xu, Manghui Tu, Ning Shen, William Chu*, and Chih-Hung Chang, "Automated Integration Testing Using Logical Contracts," IEEE Transactions on Reliability, Volume 65, No.3, pp.1205-1222, 2016-09. (SCIE)
  14. Nadiyah Johnson, Sheikh Iqbal Ahamed, Piyush Saxena, Chih-Hung Chang*, and Tse-Chuan Hsu, "A Piezoresistive Sensor Based Balance Detection Tool for Elderly Care," Journal of Internet Technology, Volume 17, No.3, pp. 581-588, 2016-05. (SCIE)
  15. Chih-Hung Chang, Chih-Wei Lu, William Cheng-Chung Chu*, Pao-Ann. Hsiung, and Dong-Meau Chang, "SysML based Requirement Management to Improve Software Development," International Journal of Software Engineering and Knowledge Engineering, Vol. 26, No. 3, pp.491–511, 2016-04. (SCIE)
  16. 張志宏、施志承、朱正忠*, "A Framework for Hyper Big Data Integration and Management," 修平學報, Volume 32, pp. 65 - 84, 2016-03. (無)
  17. 張志宏*、陳振庸、王仁澤、盧志偉, "以 SysML 為基礎之多核心誠入式軟體需求塑模工具," 修平學報, Volume 31, pp.111-134, 2015-10. (無)
  18. Der-Hong Ting, Nien-Lin Hsueh*, Chao-Tung Yang, and Chih-Hung Chang, "A Cloud Service Implementation for Evaluating Design Pattern," Journal of Information Science and Engineering, Volume 31, pp. 1051-1070, 2015-05. (SCIE)
  19. Drew Williams, Sheikh Iqbal Ahamed, William Cheng-Chung Chu*, Mong-Te Wang, and Chih-Hung Chang, "Cloud-Based Synchronization for Interface Settings for Older Adults," International Journal of Hybrid Information Technology, Vol.7, No.4 (2014), pp.29-42, 2014-07. (EI)
  20. William Cheng-Chung Chu*, Chao-Tung Yang, Chih-Wei Lu, Chih-Hung Chang, Juei-Nan Chen, Pao-Ann Hsiung, and Hahn-Ming Lee, "Cloud Computing in Taiwan," IEEE Computer, Volume 45, No.5, pp. 48-56, 2012-06. (SCIE)
  21. Chorng-Shiuh Koong*, Chihhsiong Shih, Pao-Ann Hsiung, Hung-Jui Lai, Chih-Hung Chang, William C. Chu, Nien-Lin Hsueh, and Chao-Tung Yang, "Automatic Testing Environment for Multi-core Embedded Software - ATEMES," Journal of Systems and Software, Volume 85, pp. 43-60, 2012-01. (SCIE)
  22. Nien-Lin Hsueh*, Peng-Hua Chu, Pao-Ann Hsiung, Min-Ju Chuang, William Chu, Chih-Hung Chang, Chorng-Shiuh Koong, Chihhsiong Shih, and Chao-Tung Yang, "A Pattern-based Refactoring Approach for Multi-core System Design," International Journal of Advancements in Computing Technology, Volume 3, No.9, pp. 196-209, 2011-10. (None)
  23. Chih-Hung Chang*, Chih-Wei Lu, and Pao-Ann Hsiung, "Pattern-based framework for modularized software development and evolution robustness," Information and Software Technology, Volume 53, pp. 307 - 316, 2011-04. (SCIE)
  24. Chao-Sheng Lin, Pao-Ann Hsiung*, Shang-Wei Lin, Yean-Ru Chen, Chun-Hsien Lu, Sheng-Ya Tong, Wan-Ting Su, Chihhsiong Shih, Nien-Lin Hsueh, Chih-Hung Chang, and Chorng-Shiuh Koong, "VERTAF/Multi-Core: A SysML-based Application Framework for Multi-Core Embedded Software Development," Journal of the Chinese Institute of Engineers, Volume 32, No. 7, pp. 985-991, 2009-11. (SCIE)
  25. 張志宏*、盧志偉、林志豪、楊明峰, "應用以樣版為基礎之軟體框架提昇軟體開發品質," 修平學報, Vol. 18, pp. 73-86, 2009-03. (無)
  26. Chihhsiong S. Shih*, Lester A. Gerhardt, William Cheng-Chung Chu, Chuhsing Lin, Chih-Hung Chang, Chieh-Hao Wan, and Chorng-Shiuh Koong, "Non-uniform Surface Sampling Techniques for Three-dimensional Object Inspection," Optical Engineering, Volume 47, No.5, 053606, 2008-05. (SCIE)
  27. Chih-Hung Chang*, Chih-Wei Lu, Chih-Hao Lin, Ming-Feng Yang, and Ching-Fu Tsai, "An Experience of Applying Pattern-based Software Framework to Improve the Quality of Software Development," Journal of Software Engineering Studies, Vol. 2, No. 6, pp. 185-194, 2006-06. (None)
  1. Yu-Wei Chan, Shih-Ting Ciou, Chih-Hung Chang*, and Yin-Te Tsai,"The Implementation of X-ray Fracture Detection System based on Federated Learning with Heterogeneity Devices ," The 15th International Conference on Frontier Computing (FC 2025), LNEE, volume 1533, 2025-07. ABENO HARUKAS, Osaka, Japan .
  2. Yen-Heng Lin, Chih-Hung Chang*, and Po-Yu Liu,"A Large Language Modeling-based Chat Robot for Medication Education, ," The 2nd International Conference on Smart Computing and Internet of Things Design (SCIoT 2025), Proceedings of the 2nd International Conference on Smart Computing and Internet of Things Design (SCIoT 2025), 2025-07. UT Dallas .
  3. Yen-Heng Lin, Chih-Hung Chang*,"Using Image Recognition for Saw Belt Broken Tooth and Crumbs Recognition ," The 10th International Conference on Advanced Technology Innovation 2025 (ICATI 2025), Proceedings of the 10th International Conference on Advanced Technology Innovation 2025 (ICATI 2025), 2025-07. Premier Hotel -CABIN PRESIDENT- Hakodate .
  4. Po-Yen Lin, Chih-Hung Chang, Yu-Wei Chan*, and Jason C. Hung,"The Research on Transformer Dual-Channel Attention Architecture for Depression Recognition ," The 8th International Conference on Innovative Computing (IC2025), none, 2025-01. THE SUKOSOL HOTEL, Bangkok , Thailand. .
  1. 專業書籍/張志宏、詹毓偉、簡廷軒、楊靜怡、簡立仁/Python程式設計輕鬆學/ 普林斯頓/ 中華民國 /2023-01-01/307/ /
  2. 專業書籍/楊朝棟、張志宏著,彭勝龍審閱/EEC雲端服務規劃CSL特訓教材/ 電腦技能基金會/碁峰/松崗/ 中華民國 /2015-09-01/212/ /
  3. 技術報告/張志宏、朱正忠、陳文敬、謝志明、翁碩駿、盧志偉/支援老年醫學健康照護之巨量資料處理與資訊倉儲設計與實作/ 科技部工程推廣中心/ 中華民國 /2015-04-01/6/ /
  4. 技術報告/朱正忠、楊朝棟、盧志偉、張志宏、薛念林/朱正忠教授等「具服務品質保證之企業雲端計算」/ 科技部工程推廣中心/ 中華民國 /2014-04-01/6/ /
  1. 基於大語言模型之感染照護衛教聊天機器人開發與實作(II)/2025-08~2026-07 /NSTC114-2221-E-035-082- /主持人
  2. (靜宜)支援邊雲人工智慧模型操作與服務管理系統/2024-08~2025-07 /NSTC113-2221-E-035-077- /主持人
  3. (靜宜)基於大語言模型之感染照護衛教聊天機器人開發與實作/2024-08~2025-07 /NSTC113-2221-E-035-076- /主持人
  4. 多核心嵌入式軟體之模型驅動整合開發環境-總計畫/2008-08~2009-07 /NSC97-2218-E-035-003- /共同主持人
  1. 智慧醫療與健康照護案例與挑戰-資料擴增經驗分享/靜宜大學資訊傳播工程學系/2025-04
  2. 生成式AI與其在智慧醫療應用/台中榮民總醫院感染科/2025-01
  1. Drew Marie Williams, Md Osman Gani, Ivor D Addo, AKM Jahangir Alam Majumder, Chandana P Tamma, Mong-Te Wang, Chih-Hung Chang, Sheikh Iqbal Ahamed, Cheng-Chung Chu/Challenges in Developing Applications for Aging Populations/Optimizing Assistive Technologies for Aging Populations /IGI Global /2015-09-01/ DOI: 10.4018/978-1-4666-9530-6.ch001
  2. Chao-Sheng Lin, Pao-Ann Hsiung*, Chih-Hung Chang, Nien-Lin Hsueh, Chorng-Shiuh Koong, Chih-Hsiong Shih, Chao-Tung Yang, William C.-C. Chu/Model-Driven Multi-core Embedded Software Design/Multicore Hardware-Software Design and Verification Techniques /Bentham Science Publishers /2011-06-01/ DOI: 10.2174/978160805225711101010061
  3. Chih-Hung Chang, Chih-Wei Lu, William C. Chu*, and Juei-Nan Chen/Context-Sensitive Content Representation for Mobile Learning/Social Media Tools and Platforms in Learning /Springer /2011-01-01/ https://doi.org/10.1007/978-3-642-20392-3_16
  4. William C. Chu*, Chih-Hung Chang, Chih-Wei Lu, YI-Chun Peng, Don-Lin Yang/PRAISE: A Software Development Environment to Support Evolution/Advances in UML and XML-Based Software Evolution /IGI Global /2005-06-01/ DOI: 10.4018/978-1-59140-621-1.ch006
  5. William C. Chu*, Chih-Hung Chang, Chih-Wei Lu, Hongji Yang, Hewijin Christine Jiau, Yeh-Ching Chung, and Bing Qiao/Enhancing Software Maintainability by Unifying and Integrating Standards/Advances in Software Maintenance Management: Technologies and Solutions /Idea Group Publishing /2003-01-01/ DOI: 10.4018/978-1-59140-047-9.ch005
  6. Chih-Wei Lu, William C. Chu*, Chih-Hung Chang, Yeh-Ching Chung, Xiaodong Liu, and Hongji Yang/Reverse Engineering/Handbook of Software Engineering and Knowledge Engineering /World Scientific /2002-01-01/ Vol. 2, pp. 447-466
  7. William C. Chu*, Chih-Wei Lu, Chih-Hung Chang, and Yeh-Ching Chung/Pattern-based Software Reengineering/Handbook on Software Engineering and Knowledge Engineering /World Scientific /2001-01-01/ Vol. I. 767-786
最後更新時間:2025-12-18, 9:03 a.m. 下次更新時間:2025-12-19, 9 a.m.