Journal Papers:

    1. J. H. Chen*, M. C. Su, Y.X. Zhao, Yi-Zeng Hsieh, and W. H. Chen, “Application of SOMO Based Clustering in Building Renovation,” International Journal of Fuzzy Systems, vol. 10, no. 3, pp. 195-201, Sep. 2008. (SCI, Impact Factor: 2.195, Rank Factor:51/133) COMPUTER SICENCE, INFORMATION SYSTEMS.
    2. M. C. Su*, S. J. Wang, C. K. Huang, P. C. Wang, F. H. Hsu, S. C. Lin, and Yi-Zeng Hsieh, “A Signal-Representation-Based Parser to Extract Text-Based Information from the Web,” Journal of Advanced Computational Intelligence and Intelligent Informatics, vol. 14, no. 5, pp. 531-539, May. 2010.(EI)
    3. Y. X. Zhao*, C. H. Chou, M. C. Su, Yi-Zeng Hsieh, “Portable Virtual Piano Design,” World Academy of Science, Engineering and Technology, issue 67, pp. 1024-1027, July 2010. (EI)
    4. Yi-Zeng Hsieh, M. C. Su*, C. H. Chou, and P. C. Wang, “Detection of Line-Symmetry Clusters,” Vol.7, No.8, International Journal of Innovative Computing, Information and Control, 7(8), pp.5027-5043, August 2011. (SCI, Impact Factor: 1.797, Rank Factor:12/60) AUTOMATION & CONTROL SYSTEMS.
    5. M. C. Su*, S. C. Lai, P. C. Wang, Yi-Zeng Hsieh and S. C. Lin, “A SOMO-based approach to the operating room scheduling problem,” Expert Systems with Applications, vol. 38, no. 12, pp. 15447-15454, Nov. 2011. (SCI, Impact Factor: 3.526, Rank Factor:18/133) COMPUTER SICENCE, INFORMATION SYSTEMS.
    6. C. H. Chou*, Yi-Zeng Hsieh and C. Y. Tsai, “Modified Sequential Floating Search Algorithm with a Novel Ranking Method,” International Journal of Innovative Computing Information and Control, pp. 2089–2100, vol. 8, no.3, March 2012. (SCI, Impact Factor: 1.797, Rank Factor:12/60) AUTOMATION & CONTROL SYSTEMS.
    7. M. C. Su*, C. Y. Yeh, Yi-Zeng Hsieh, S. C. Lin, and P. C. Wang, “An Image-based Mouth Switch for People with Severe Disabilities,” Recent Patents on Computer Science, vol. 5, no. 1, pp. 66-71, Mar. 2012. (EI)
    8. Yi-Zeng Hsieh, M.C. Su, Sherry Y*. Chen and G. D. Chen, “The Development of a Robot-based Learning Companion: A User-Centered Design Approach,” Interactive Learning Environments, vol.23, pp.356-372, Feb. 28, 2013. (SSCI, Impact Factor: 2.138, Rank Factor: 51/235) EDUCATION & EDUCATIONAL RESEARCH 本人為第一作者.
    9. C. H. Chou*, Yi-Zeng Hsieh and M. C. Su, “A New Measure of Cluster Validity Using Line Symmetry,” Journal of Information Science and Engineering, vol. 30 no. 2, pp. 443–461, 2014. (SCI, Impact Factor : 0.524, Rank Factor:141/146) COMPUTER SICENCE, INFORMATION SYSTEMS 本人為第二作者.
    10. Yi-Zeng Hsieh, Mu-Chun Su* and Pa-Chun Wang, “A PSO-based Rule Extractor for Medical Diagnosis,” Journal of Biomedical Informatics, vol.49, pp.53–60. June 2014. (SCI, Impact Factor : 3.233, Rank Factor:25/105) COMPUTER SICENCE, INFORMATION SYSTEMS 本人為第一作者.
    11. Yi-Zeng Hsieh, Mu-Chun Su*; Chen-Hsu Wang and Pa-Chun Wang, “Prediction of Survival of ICU Patients using Computational Intelligence,” Computers in Biology and Medicine, vol.47, pp.13-19, Jan 15 2014. (SCI, Impact Factor :1.953, Rank Factor:35/85) BIOLOGY 本人為第一作者.
    12. Chien-Hsing Chou*, Yi-Hsiang Chien, Yung-Long Chu and Yi-Zeng Hsieh, “AustimSpace: A Visualized Scenario Learning Aid on Tablet PC for Chinese Children with High-Functioning Autism,” Journal of Applied Science and Engineering, vol.18, no.1, pp. 89-95, 2015/05 (EI)
    13. Su, A.Y.S.*, Yang, S.J.H., Huang, C.S.J., Ding, T.J., and Yi-Zeng Hsieh, “Effects of annotations and homework on learning achievement: an empirical study of Scratch programming pedagogy,” Educational Technology & Society, Vol.18(4), p331-343, 2015. (SSCI, Impact Factor: 2.034, Rank Factor: 59/235) EDUCATION & EDUCATIONAL RESEARCH.
    14. Mu-Chun Su, Jhih-Jie Jhang, Yi-Zeng Hsieh*, Shih-Ching Yeh, Shih-Chieh Lin, Shu-Fang Lee and Kai-Ping Tseng, “Depth-Sensor-Based Monitoring of Therapeutic Exercises,” Sensors, 15(10), pp. 25628-25647, 9 October 2015. (SCI, Impact Factor : 2.964, Rank Factor:10/58) INTRUCTMENTS & INSTRUMENTATION 本人為通訊作者.
    15. Yi-Zeng Hsieh, Mu-Chun Su*, “A Q-learning-based Swarm Optimization Algorithm for Economic Dispatch Problem,” Neural Computing and Applications, Vol. 27, No. 8, pp. 2333-2350, Nov. 2016. (SCI, Impact Factor :2.505, Rank Factor:40/133) COMPUTER SICENCE, INFORMATION SYSTEMS 本人為第一作者.
    16. Mu-Chun Su, Yi-Zeng Hsieh*, Chen-Hsu Wang, and Pa-Chun Wang, “A Jacobian Matrix-based Learning Machine and Its Applications in Medical Diagnosis,” IEEE Access, Vol.5, pp. 20036 - 20045, 06 March 2017. (SCI, IF :3.244). (SCI, Impact Factor:4.199, Rank Factor:24/148) COMPUTER SICENCE, INFORMATION SYSTEMS 本人為第二作者及通訊作者.
    17. Yu-Hao Chin, Yi-Zeng Hsieh, Mu-Chun Su, Shu-Fang Lee, Miao-Wen Chen, Jia-Ching Wang*, “Music emotion recognition using PSO-based fuzzy hyper-rectangular composite neural networks,” IET Signal Processing, vol.11(7), pp. 884 - 891, 31 August 2017. (SCI, Impact Factor:1.325, Rank Factor:166/262) ENGINEERING, ELECTRICAL&ELECTRONIC 本人為第二作者.
    18. Yi-Zeng Hsieh* and Yu-Lin Jeng, “Development of Home Intelligent Fall Detection IoT System based on Feedback Optical Flow Convolutional Neural Network,” IEEE Access, vol.6, pp. 6048 - 6057, 09 November 2017. (SCI, Impact Factor:4.199, Rank Factor:24/148) COMPUTER SICENCE, INFORMATION SYSTEMS本人為第一作者及通訊作者 (上標符號*代表通訊作者).
    19. Yi-Zeng Hsieh, Mu-Chun Su, Jieh-Haur Chen*, Bevan Annuerine Badjie, Yu-Min Su, "Developing a PSO-Based Projection Algorithm for a Porosity Detection System Using X-Ray CT Images of Permeable Concrete, " IEEE Access,2018. (SCI, Impact Factor:4.199, Rank Factor:24/148) COMPUTER SICENCE, INFORMATION SYSTEMS本人為第一作者及通訊作者 (上標符號*代表通訊作者).
    20. Yi-Zeng Hsieh*Yu-Cin Luo, Chen Pan, Mu-Chun Su, Chi-Jen Chen, Kevin Li-Chun Hsieh, “Cerebral Small Vessel Disease Biomarkers Detection on MRI-Sensor-Based Image and Deep Learning,” Sensors, 19(11), 2019. (SCI, Impact Factor : 2.475, Rank Factor:16/61) INTRUCTMENTS & INSTRUMENTATION 本人為第一作者及通訊作者 (上標符號*代表通訊作者).
    21. Yi-Zeng Hsieh, Shih-Wei Tan, Siang-Long Gu, and Yu-Lin Jeng*, “Prediction of Battery Discharge States based on the Recurrent Neural Network,” Journal of Internet Technology, 2019. (SCI, Impact Factor : 0.715) 本人為第一作者.
    22. Mu-Chun Su, Tat-Meng U, Yi-Zeng Hsieh*, Zhe-Fu Yeh, Shu-Fang Lee and Shih-Syun Lin, “An Eye-Tracking System based on Inner Corner-Pupil Center Vector and Deep Neural Network,” Sensors, 19 December. 2019. (SCI, Impact Factor : 2.475, Rank Factor:16/61) INTRUCTMENTS & INSTRUMENTATION 本人為通訊作者.

Reference Conference Papers(參考會議論文):

    1. 蘇木春、謝易錚、李威延、葉錦諺、趙于翔、黃得原,“以SOC為基礎實做倒車影像安全輔助系統”,中華民國第十三屆模糊理論及其應用會議,高雄,台灣,民國九十四年。
    2. M. C. Su, Yi-Zeng Hsieh, and Y. X. Zhao, “A Simple Approach to Stereo Matching and Its Application in Developing a Travel Aid for the Blind,” in The 11th International Conf. on Fuzzy Theory and Technology, Kaohsiung, Taiwan, Oct. 8-11, 2006, pp.1228-1231.
    3. M. C. Su, D. Y. Huang, S. C. Lin, Yi-Zeng Hsieh, and G. D. Chen, “Application of a Learning-Companion Robot in Learning Environments,” in 2008 Second IEEE International Conference Digital Games and Intelligent Toys Based Education, Nov. 17-19, 2008, pp. 203-204.
    4. M. C. Su, G. D. Chen, Y. S. Tsai, R. H. Yao, C. K. Chou, Y. B. Jinawi, D. Y. Huang, Yi-Zeng Hsieh, and S. C. Lin, “Design of an Interactive Table for Mixed-Reality Learning Environments,” in 4th Int. Conf. on E-Learning and Games, Edutainment 2009, Banff, Canada, Aug. 9-11, pp. 489-494.
    5. Yi-Zeng Hsieh, M. C. Su, S. Y. Chen, G. D. Chen and S. C. Lin, “A Robot-based Learning Companion for Storytelling,” in Proceedings of the 18th International Conference on Computers in Education, Putrajaya, Malaysia, Nov. 29-Dec.2, 2010
    6. Y. X. Zhao, Yi-Zeng Hsieh, H. P. Tai, C. H. Chou, “A Novel Feature Selection Algorithm by Using False Feature,” International Conference on Electrical, Computer, Electronics and Communication Engineering (ICECECE 2011), Paris, 2011.
    7. M. C. Su, C. T. Wu, Yi-Zeng Hsieh, S. C. Lin, and D. Y. Huang, “A Depth-Camera-based Approach to 3D Object Recognition,” in Proc. of CACS 2012 Conf. on International Automatic Control, Yunlin, Taiwan, Nov. 29- Dec. 2, 2012.
    8. M. C. Su, T. H. Hsio, Yi-Zeng Hsieh, S. C. Lin, C. H. Chou, “A Neural Network-based Sketch Recognition System,” IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 420-423, New Taipei City, 2012.
    9. C. H. Chou, Yi-Zeng Hsieh, M. C. Su, and Y. L. Chu, “Extracting and Labelling the Objects from an Image by Using the Fuzzy Clustering Algorithm and a New Cluster Validity,” 2013 International Conference on Information Computer Application, 2013.
    10. Yi-Zeng Hsieh, C. H. Chou, H. L. Chen, Y. X. Zhao, Y. K. Wu, and K. W. Li, “Using Knock as Input Method for Designing the Home Security System,” The 2nd International Conference on Intelligent Systems and Image Processing 2014, 2014/09, JAPAN.
    11. 甘旻爵,趙于翔,謝易錚,李南熺,姜宗廷,樂婷婷, 洪敬鑫, “以手部軌跡辨識為基礎之互動式體感水幕設計,” 2015第十屆數位教學暨資訊實務研討會(EITS 2015),2015/03,Taiwan.
    12. 謝易錚, 鄭雅云, 趙于翔, 黃麒霖, 陳凱閔, 林進忠, 謝宗曄, 黃建曄, “輔助評估ADHD孩童治療系統設計,” 2015第十屆數位教學暨資訊實務研討會(EITS 2015),2015/03,Taiwan
    13. Yi-Zeng Hsieh, Chien-Hsing Chou, Yu-Xiang Zhao, Chen-Hsu Wang, Addison Y.S. Su, Wu-Rong Shih, Jen-Chih Yu and Shu-Wei Lin, "The Gesture Recognition System based on Self-Organization-Map in Total Physical Response English Learning Application," 2015 International Conference on Applied System Innovation (ICASI 2015), May 22-27, 2015, Osaka, Japan, 2015/05, JAPAN.
    14. 謝易錚、施武榮、尤仁智、游紫歆、葉軍駙、林彥妏、林宏達、蘇育生, “陪伴型機器人kido robot 研製與應用,” 第十七屆海峽兩岸資訊技術研討會,2015.06,Taiwan
    15. 謝維合,盧詩韻,謝易錚,蔡毓珊, “兒童行動電話觸控式互動介面設計之研究,” 第二十屆行動計算研討會,2015.08,Taiwan
    16. Yi-Zeng Hsieh; Chen-Hsu Wang; Mu-Chun Su; Ching-Hu Lu; Jen-Chih Yu; Yi Min Chiang, "Prediction of postoperative recovery based on a computational rules extractor," Consumer 2015 IEEE International Conference on Electronics - Taiwan (ICCE-TW), 2015.06, Taipei.
    17. Yi-Zeng Hsieh, Mu-Chun Su, Addison Y.S. Su, Wu-Rong Shih, Jen-Chih Yu and Chien-Yeh Huang, "The Computational Rules Extractor in the Detection of Tax Evasion," IEEE The 49th Annual International Carnahan Conference on Security Technology, 2015.09, Taipei
    18. Yi-Zeng Hsieh, Mu-Chun Su, Yu-Lin Jeng, "The Jacobian matrix-based learning machine in student," in proceedings of 2nd International Symposium on Emerging Technologies for Education (SETE 2017), Cape Town, South Africa, Sep 20-22, 2017.
    19. 謝易錚、許富雄、陳振耀、羅宇欽、顧祥龍,“結合影像串流與深度學習為基礎之穿戴式導盲裝置,” 第17屆離島資訊技術與應用研討會(ITAOI 2018),澎湖,05/25-05/27,2018。
    20. Yi-Zeng Hsieh, Yu-Cin Luo and Fu-Xiong Xu, “Robotic-Assisted based on ARCS Motivation Model in E-Learning Application,” 2018 IEEE International Conference on Applied System Innovation 2018 (IEEE ICASI 2018), Chiba, Tokyo, Japan, April 13-17, 2018.
    21. Yi-Zeng Hsieh, “The Internet of Things Pillow Detecting Sleeping Quality,” The First International Cognitive Cities Conference (IC3), August 7-9, 2018, Okinawa, Japan.
    22. Yi-Zeng Hsieh*, Fu-Xiong Xu, “Autonomous orbit pattern recognition algorithm based on deep learning,” 2019 IEEE International Conference on Applied System Innovation, April 11-15, 2019, Fukuoka, Japan.
    23. Yi-Zeng Hsieh, Fu-Xiang Hsu, Yen-Chieh Yu, Chih-Wei Tu, Chih-Yi Wu, Teng-Yu Lu, “Internet of Things Portable Air Quality Device Based on Genetic Algorithm,” INTERNATIONAL COGNITIVE CITIES CONFERENCE(IC3), SEPTEMBER 3-6, 2019, KYOTO, JAPAN.


    1. 中華民國發明專利第I400637號,輕觸式遙控系統2013/7/1-2029/9/30。
    2. 中華民國發明專利I402784號,以動作偵測為基礎之音樂創作玩樂系統,其控制方法、電腦程式產品與電腦可讀取記錄媒體。2013/7/21-2029/9/17。
    3. 中華民國發明專利I406202號,領袖領導機器人系統、其控制方法、電腦程式產品與電腦可讀取記錄媒體。2013/8/21-2029/9/17。
    4. 中華民國發明專利I413034號,混合擴增實境與數位學習之系統。2013/10/21-2030/7/28。
    5. 中華民國發明專利I429468號 ,復健輔助裝置。2014/03/11-2031/07/11。
    6. 美國發明專利 US8723676B2號,REHABILITATION-ASSISTING APPARATUS。2011/10/14-2031/10/14。
    7. 中華民國新型專利M578910號,水下影像即時傳輸系統。2019/06/01
    8. 中華民國新型專利M578511號,海上養殖飼料供給系統。2019/06/01
    9. 中華民國新型專利M579552號,觸覺提示導盲裝置。2019/06/21
    10. 中華民國新型專利M579525號,影像偵測導盲系統。2019/06/21

    Grant of Ministry of Science and Technology (科技部專題計畫)

    1. 以影像與深度學習為基礎之導盲機器人研製(1/2)(107-2221-E-019-039-MY2),2018/08/01-2019/07/31,主持人,執行中。
    2. AI技術應用於智慧化養殖系統的建置(1/4) (107-2634-F-019-001-),2018/01/01-2018/12/31,共同主持人,執行中。
    3. 智慧型照護互動系統-視障人士的智慧夥伴(2/5~5/5)(1/4)(107-2634-F-008-001-),2018/01/01-2018/12/31,共同主持人,執行中。
    4. 臺北醫學大學醫療體系巨量影像資料庫建立與應用(1/3)(106-2634-F-038-002-),2017/11/01-2018/11/30,共同主持人,執行中。
    5. 妥瑞症孩童之機器人同伴為基礎之互動系統(106-2511-S-019-003-),2017/08/01-2018/07/31,主持人,執行中。
    6. 視覺化立體整合展示大氣海洋戰場情資平臺(106-2623-E-008-001-D) ,2017/01/01-2017/12/31,共同主持人,結案。
    7. 視覺化立體整合展示大氣海洋戰場情資平臺(105-2623-E-008-005-D) ,2016/01/01-2016/12/31,共同主持人,結案。
    8. 視覺化立體整合展示大氣海洋戰場情資平臺(104-2623-E-008-006-D) ,2015/01/01-2015/12/31,共同主持人,結案。
    9. 雲端POS推薦系統之研究(104-2622-E-218-006-CC3),2015/06/01-2016/07/31,主持人,結案。

    Grant of Industry-academic Cooperation and Technology (產學合作計畫):

    1. 以深度學習為基礎之ORC雲端監測平台,工研院產學合作計畫案,2018/08/01-2019/07/31,主持人,執行中
    2. 雲端POS推薦系統之研究(104-2622-E-218-006-CC3),2015/06/01-2016/07/31,主持人,科技部產學合作計畫案,技術轉移金額50,000元,結案。
    3. 互動行為塑模前瞻技術研發,資策會,2014/01/01-2014/12/20,結案。

    Grant of Ministry of Education (教育部計畫):

    1. 107年度資通訊軟體創新人才推升推廣計畫A類,2018/02/01-2019/01/31,共同主持人,執行中。
    2. 104學年度教育部微電腦應用系統設計創作競賽暨2016年教育部全國大專校院軟體創作競賽,2015/07/01-2016/06/30,共同主持人,結案。
    3. 103學年度教育部微電腦應用系統設計創作競賽暨2015年教育部全國大專校院軟體創作競賽,2014/07/01-2015/06/30,共同主持人,結案。
    4. 102學年度教育部微電腦應用系統設計創作競賽暨2014年教育部全國大專校院軟體創作競賽,2013/07/01-2014/06/30,共同主持人,結案。

    Awards (獲獎):

    1. 2019年以「AI技術應用於智慧化養殖系統的建置」,獲得國家新創獎。
    2. 2019年指導邱彥凱、沈佳樺、彭康竑、薛惟仁,以「YouBall具影像辨識之自助借還球裝置」參加大專校院全國資訊應用服務創新競賽,獲得佳作。
    3. 2019年指導張恩毓、李文淳、彭康竑、李柏諺、薛惟仁、陳佑庭,以「智慧型導盲手杖」參加大專校院全國資訊應用服務創新競賽,獲得佳作。
    4. 2019年指導彭康竑、薛惟仁、李文淳、李柏諺、陳佑庭,以「影像與深度學習為基礎之導盲機器人研製」,獲得2019台灣創新技術競賽技術獎。
    5. 2019年指導彭康竑,以「愛不釋手」參加全國大專校院智慧創新暨跨域整合創作競賽,獲得第三名。
    6. 2019年指導彭康竑、顧祥龍、許富雄以"導盲機器人"2019全國大專校院軟體創作競賽,獲得值得注目獎。
    7. 2018年指導羅宇欽、顧祥龍、陳振耀、許富雄、潘辰以"盲人導引手環"第十三屆盛群盃HOLTEK MCU創意大賽醫療健康應用組獲得優勝。
    8. 2018年指導羅宇欽、顧祥龍、陳振耀、許富雄、潘辰以" AI穿戴式盲人導引輔具"榮獲2018第23屆大專校院資訊應用服務創新競賽資訊應用組十佳作與臺北生活好AI創新應用組第二名。
    9. 2018年指導顧祥龍、許富雄、宋翊慈以「結合影像串流與深度學習為基礎之穿戴式導盲裝置」參展2018全國大專校院軟體創作競賽,獲得值得注目獎。
    10. 2018年指導宋翊慈以「結合超音波陣列及模糊邏輯建立無盲區測距系統之建置」通過 107 年度大專生科技部計畫。
    11. 2018年指導涂至瑋、尤彥捷、吳治易、呂滕育以「健康空氣方塊盒」通過 國立臺灣海洋大學 107 年度大學生暑期學習實務體驗計畫。
    12. 2018年指導涂至瑋、尤彥捷、吳治易、呂滕育以「控制型仿真實體機器人之研製-模擬人類上半身」通過國立臺灣海洋大學 107 年度大學生暑期學習實務體驗計畫。
    13. 2018年指導陳振耀以「大數據養殖模擬」參展 2018全國大專校院軟體創作競賽,獲得值得注目獎。
    14. 2018年指導羅宇欽以「自主標記醫療影像之心血管鈣化位置」參展 2018全國大專校院軟體創作競賽 ,獲得值得注目獎。
    15. 2018年以「Robotic-Assisted based on ARCS Motivation Model in E-Learning Application」參展4th IEEE International Conference on Applied System Innovation 2018,獲得最佳論文獎。
    16. 2017年指導許軒輊、陳振耀、羅宇欣、顧祥龍和楊雲翔以「導盲手環」參展2017年第二屆遠傳物聯網應用開發大賽,獲得佳作獎。
    17. 2017年指導顧祥龍、許軒輊以「智慧農場」參展2017全國微電腦應用系統設計創作競賽,獲得值得注目獎。
    18. 2017年指導許富雄、張為翔、黃暘俊以「殘響世界」參展2017全國微電腦應用系統設計創作競賽,獲得值得注目獎。
    19. 2017年指導羅宇欽、蔡馥任以「太陽能仿真樹」參展2017全國微電腦應用系統設計創作競賽,獲得值得注目獎。
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    21. 2015年以「The Gesture Recognition System based on Self-Organization-Map in Total Physical Response English Learning Application」參展IEEE International Conference on Applied System Innovation 2015,獲得最佳論文獎。
    22. 2014年指導侯宜君、盧姿燕、劉鈞玲同學,以Atmega168晶片開發伺服馬達控制器製作「學習式的導覽機器人」,參加 2014年展示科技應用競賽,獲得第三名。