NYCU Inst. BioInfo & SysBio 生物資訊及系統生物研究所    NYCU College of Biological Science and Technology 生物科技學院    中文 English 

柯立偉 教授

Prof. Li-Wei Ko

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聯絡方式:

Contact:

  電子郵件 : lwko@nctu.edu.tw

  email: lwko@nctu.edu.tw

  辦公室  : 賢齊館 730 室

  Office:BI730

  辨公室電話: (03)5712121 ext 56984

  Office Phone: (03)5712121 ext 56984

  實驗室  : 賢齊館 742 室 神經工程實驗室

  Lab:BI742 Neural Engineering Lab

  實驗室電話: (03)5712121 ext 56950

  Lab Phone: (03)5712121 ext 56950


研究領域:

Research Interests:

  神經工程

  Neural Engineering

  神經資訊

  Neuro-informatics

  腦機介面

  Brain Computer Interfaces

  計算神經科學

  Computational Neuroscience

  生醫訊號處理

  Biomedical Signal Processing

  遠距照護系統

  Tele-health Monitoring and Care Systems

  神經網路與模糊類神經網路

  Neural Networks and Neuro-fuzzy Systems

  機械學習與圖形識別

  Machine Mining and Pattern Recognition


現職:

Current Position:


國立陽明交通大學 生物資訊及系統生物研究所 教授 (2021/02 - )

Professor, Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University, Taiwan
(2021/02 - )

國立交通大學 生物資訊及系統生物研究所 教授 (2019/08 - 2021/01)

Professor, Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Taiwan
(2019/08 - 2021/01)


聖地牙哥加大 史沃茲神經計算中心 訪問學者 (2008 - )

Visiting Scholar,Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, USA (2008 - )

Computer Science,the Scientific World Journal編輯委員 (2013/09 - )

Editorial Board in Computer Science, the Scientific World Journal (2013/09 - )

ISRN Automotive Engineering編輯委員 (2012/12 – )

Editorial Board in ISRN Automotive Engineering (2012/12 – )

IEEE Transactions on Neural Networks and Learning Systems 副主編(2012/01 – )

Associate Editor, IEEE Transactions on Neural Networks and Learning Systems (2012/01 – )

Member, Fuzzy Systems Technical Committee, IEEE Computational Intelligent Society (2012/01 – )

Member, Fuzzy Systems Technical Committee, IEEE Computational Intelligent Society (2012/01 – )

Member, Neural Network Technical Committee, IEEE Computational Intelligent Society (2010/01 – )

Member, Neural Network Technical Committee, IEEE Computational Intelligent Society (2010/01 – )


經歷:

Experience:

國立交通大學 生物資訊及系統生物研究所 副教授 (2014/08 - 2019/07)

Associate Professor, Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Taiwan
(2014/08 - 2019/07)

國立交通大學 生物科技學系 助理教授 (2012/02 - 2014/07)

Assistant Professor, Department of Biological Science and Technology, National Chiao Tung University, Taiwan
(2012/02 - 2014/07)

國立交通大學 生物科技學系 助理研究員 (2009/02 - 2012/01)

Assistant Researcher, Department of Biological Science and Technology, National Chiao Tung University, Taiwan
(2009/02 - 2012/01)

國立交通大學 資訊工程學系 博士後研究員 (2008/01 - 2009/01)

Postdoctoral Research Fellow, College of Computer Science, National Chiao Tung University, Taiwan
(2008/01 - 2009/01)


學歷:

Educational:

國立交通大學 電機與控制工程研究所 博士 (2004/09 - 2007/09)

Ph. D., Institute of Electrical and Control Engineering, National Chiao Tung University
(2004/09 - 2007/09)

國立台中教育大學 教育測驗統計研究所 碩士 (2001/09 - 2004/06)

M.A., Graduate Institute of Educational Measurement and Statistics, National Taichung University of Education
(2001/09 - 2004/06)

國立中正大學 數學系 學士 (1997/09 - 2001/06)

B.A., Department of Mathematics, National Chung Cheng University
(1997/09 - 2001/06)

學術服務:

Academic Service:


Associate Editor, IEEE Transactions on Neural Networks (Impact Factor: 2.952, Rank: 1/50, Top 2% of Computer Science, Hardware & Architecture), 2010/1 –2011/12.


Associate Editor, IEEE Transactions on Neural Networks and Learning Systems, (Impact Factor: 4.291, Rank: 1/102, Top 0.98% of COMPUTER SCIENCE, THEORY & METHODS, SCI), 2012/1 – 2015/12.


Associate Editor, Journal of Neuroscience and Neuroengineering, 2012/1 – present, website: http://www.aspbs.com/jnsne/.


Editorial Board, ISRN Automotive Engineering, 2012/12 –2015/12, website: http://www.hindawi.com/isrn/auto.eng/editors/


Editorial Board in Computer Science, Scientific World Journal, 2013/09 – present, website: http://www.hindawi.com/journals/tswj/editors/computer.science/. (Impact Factor: 1.730, Rank: 13/56, Top 23.21%of Multidisciplinary Sciences)


Member, Neural Network Technical Committee (NNTC), 2010/1 – present


Member, Fuzzy Systems Technical Committee (FSTC), 2012/1 – present


IEEE Members, IEEE Circuits and Systems Society (CAS), IEEE Computational Intelligence Society (CIS), IEEE Engineering in Medicine and Biology Society (EMBS), and EEE Systems, Man, and Cybernetics Society (SMC).


Organizing Member, Control Engineering Program, National Science Council (NSC), Taiwan, 2009.


Technical Special Session Organizer/Chair of Science &Technologies for Healthcare and Medicine, the Fourth International Symposium on Medical Information and Communication Technology (ISMICT 2010), Taipei, Taiwan, March 22-25, 2010.


Special Sessions Co-chair of Advances in Computational Intelligence for Brain-Computer Interfaces and Cognitive Feedback I and II, 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 18-23, 2010.


Session Chair of Bayesian Models and Statistical Machine Learning Methods II, 2010 IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 18-23, 2010.


Program Committee Member, the 8th International Symposium on Neural Networks (ISNN2011), Guilin, China, May 29 – June 1, 2011.


Program Committee Member, IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB 2011), Paris, France, April 11 – 15, 2011.


Program Committee Member, IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB 2011), Paris, France, April 11 – 15, 2011.


Session Chair of Fuzzy Control and Intelligent Systems, 2011 IEEE International Conference on Fuzzy Systems (Fuzz-IEEE 2011), Taipei, Taiwan, June 27-30, 2011.


Chair of Invited Talk II: Prof. James Bezdek, 2011 IEEE International Conference on Fuzzy Systems (Fuzz-IEEE 2011), Taipei, Taiwan, June 27-30, 2011.


Chair of Invited Talk III: Prof. Jim Keller, 2011 IEEE International Conference on Fuzzy Systems (Fuzz-IEEE 2011), Taipei, Taiwan, June 27-30, 2011.


Program Committee Member,2011 International Joint Conference on Neural Networks(IJCNN 2011), San Jose, California, USA, July 31 - August 5, 2011.


Session Chair of Financial Applications, 2011 International Joint Conference on Neural Networks(IJCNN 2011), San Jose, California, USA, July 31 - August 5, 2011.


Session Chair of Bioinformatics and Biomedical Applications, 2011 International Joint Conference on Neural Networks(IJCNN 2011), San Jose, California, USA, July 31 - August 5, 2011.


Technical Program Committee Member, Sensor Networks and Telecare Systems Session, 2011 Symposium on Engineering, Medicine and Biology Applications(SEMBA 2011), Kaohsiung, Taiwan, July 8 – 10, 2011.


Technical Program Committee Member, 2012 Symposium on Engineering, Medicine and Biology Applications(SEMBA 2012) and International Workshop on Bio-inspired Systems and Prosthetic Devices, Hsinchu, Taiwan, February 11 – 13, 2012.


Special Session Chair, Special Session on Computational Intelligence In Brain Computer Interface (Hybrid Session), 2012 IEEE World Congress on Computational Intelligence (WCCI 2012), Brisbane, Australia, June 10 - 15, 2012.


Program Committee Member, 2012 International Conference on Brain Inspired Cognitive Systems (BICS 2012), Shenyang, China, July 11-14, 2012.


Technical Program Committee Member, 2013 Symposium on Engineering, Medicine and Biology Applications(SEMBA 2013), Evergreen Plaza Hotel, Tainan, Taiwan, February 1 – 3, 2013.


Program Committee Member, 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB 2013) in 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), Singapore, April 16 –19, 2013.


Special Session Chair, Special Session on Computational Intelligence in Biomedical Engineering, 2013 IEEE International Conference on Fuzzy Systems(Fuzz-IEEE 2013), Hyderabad, India, July 7-10, 2013.


Program Committee Member, 2013 International Joint Conference on Neural Networks(IJCNN 2013), Dallas, Texas, USA, August4 - August 9, 2013.


Technical Program Committee Member, 2014 Symposium on Engineering, Medicine and Biology Applications(SEMBA 2014), the Grand Hotel, Taipei, Taiwan, January 17 – 19, 2014.


Technical Program Committee Member, 2014 International Joint Conference on Neural Networks(IJCNN 2014) of 2014 IEEE World Congress on Computational Intelligence (WCCI 2014), Beijing, China, July 6 – July 11, 2014.


Program Committee Member, 2014 IEEE International Conference on Fuzzy Systems (Fuzz-IEEE 2014) of 2014 IEEE World Congress on Computational Intelligence (WCCI 2014), Beijing, China, July 6 – July 11, 2014.


Website Chair (Organizing Committee), 2014 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014), Orlando, Florida, USA, December 9-12, 2014.


Program Committee Member, 6th International Conference on Fuzzy Computation Theory and Applications (FCTA 2014), Rome, Italy, October 22-24, 2014.


Program Committee Member, 2014 (6th) International Conference on Soft Computing and pattern recognition (SoCPaR 2014), Tunis, Tunisia, August 11-14, 2014.


Program Committee Member, 2014 (4th) World Congress on Information and Communication Technology (WICT 2014), Malacca, Malaysia, December 8-11, 2014.


Program Committee Member, 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015.


Program Committee Member, 2015 7th International Conference on Fuzzy Computation Theory and Applications (FCTA 2015), Lisbon, Portugal, November 12-14, 2015.


Special Session Organizing Co-Chair, Computational Intelligence in Biomedical Engineering, 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015), Tainan, Taiwan, November 20-22, 2015.


Organizing Committee Member, 2015 IEEE Conference on Computational Intelligence and Games (CIG2015), Tainan, Taiwan, August 31-September 2, 2015.

榮譽得獎:

Honors and Awards:


  指導碩士生參加104學年度生物科技壁報競賽,獲最佳產業淺力獎。 主題: 微型無線生命徵象監測系統於臨床應用, 作者: 林柏凱, 柯立偉, 林達雄, 鄭涵菁

Best Market Potential Award, Scientific Poster Competition 2015, Paper Title :Miniaturized wireless vital sign monitoring system in clinical applications, Authors: Bo-Kai Lin, Li-Wei Ko, Dar-Shong Lin, Tzu-Yu Kuo, Han-Chin Cheng.


  指導碩士生參加104學年度生醫工程論壇競賽,獲團體組第一名。 主題: 用身體去戰鬥!! 結合手勢辨識與骨架追蹤之虛擬實境遊戲, 成員: 郭姿妤、吳文馨、趙子揚

Bio Engineering Project Competition 2015, N.C.T.U. Title: Fight with Your Body!! The Virtual Reality Game Combined Gestures Recognition and Skeleteon Tracking Authors: Tzu-Yu Kuo,Wen-Hsin Wu, Tz-Yang Chao.


  第15屆旺宏金矽獎半導體設計與應用大賽,應用組評審團銅獎。 作品: 用身體去戰鬥!結合手勢辨識與骨架追蹤之虛擬實境遊戲, 團隊: 未來遊戲實驗室(趙子揚、郭姿妤、蔡孟庭、陳映全)

Application Group Bronze Medal, Golden Silicon Award 2015, Title: Fight with Your Body!! The Virtual Reality Game Combined Gestures Recognition and Skeleteon Tracking Team: Tz-Yang Chao, Tzu-Yu Kuo, M.T.Tsai、Y.C.Chen


  指導碩士生參加103學年度生物科技壁報競賽,獲最佳人氣獎。 標題: 智慧芳香舒眠系統 作者: 楊孟洵、黃志勝、楊文宇、柯立偉

Most Popular Award, Scientific Poster Competition 2014, Paper Title: An Olfactory Stimulus during Sleep Improve Sleep Quality Authors: Meng-Hsun Yang, Chih-Sheng Huang, Wen-Yu Yang, Li-Wei Ko


  指導專題生參加103學年度大學部專題競賽,獲得專題競賽特優獎。 主題: 用身體去戰鬥!! 結合手勢辨識與骨架追蹤之虛擬實境遊戲, 成員: 趙子揚,柯立偉(指導教授)

Undergraduate Project Competition Competition 2014, College of Computer Science, N.C.T.U. , Topic: Fight with Your Body!! The Virtual Reality Game Combined Gestures Recognition and Skeleteon Tracking Team: Tz-Yang Chao, Dr. Li-Wei Ko


  2014 SIGCHI Best of CHI Honorable Mention Award of CHI (The ACM CHI Conference on Human Factors in Computing Systems is the premier international conference of Human-Computer Interaction.) 作者: Yi-Chieh Lee, Wen-Chieh Lin, Jung-Tai King, Li-Wei Ko, Yu-Ting Huang, Fu-Yin Cherng 論文主題: An EEG-based Approach for Evaluating Audio Notifications under Ambient Sounds

2014 SIGCHI Best of CHI Honorable Mention Award of CHI (The ACM CHI Conference on Human Factors in Computing Systems is the premier international conference of Human-Computer Interaction.) Authors: Yi-Chieh Lee, Wen-Chieh Lin, Jung-Tai King, Li-Wei Ko, Yu-Ting Huang, Fu-Yin Cherng Paper Title: An EEG-based Approach for Evaluating Audio Notifications under Ambient Sounds


  2013年生物醫學工程科技研討會學生壁報發表競賽優等, 以共同空間模式方法做廣泛用途的移動想像腦機介面之最佳化控制, 作者: 林詩川,宋孟學,柯立偉

Excellent Poster Award, Annual Symposium on Biomedical Engineering and Technology. , Paper Title: Optimized MI-based BCI control for general uses with CSP method Authors: Shih-Chuan Lin, Meng-Shue Song, Li-Wei Ko


  第13屆旺宏金矽獎半導體設計與應用大賽,應用組銀牌獎,並獲最佳指導教授獎。 標題: 智慧芳香舒眠系統, 指導教授: 林進燈,柯立偉, 團隊: 睡眠工作坊 (黃志勝,楊文宇,湯惟中,楊孟珣)

Best advisor award and silver medal award, Golden Silicon Award 2013. , Title: Super Smart Sweet-Scented Sleep System Advisor: Chin-Teng Lin, Li-Wei Ko, Authors: Chih-Sheng Huang, Wen-Yu Yang,Wei-Zhong Tung, Meng-Hsun Yang


  中國工業工程學會『2011兩岸工業工程與管理學術研討會』論文競賽,優等。 標題: Evaluating of Drivers Workload: Dual-Task Studies of Simulated Driving and Answering Math Questions, 作者: 林進燈,陳世安,柯立偉, 邱添丁

Excellence Award, Both Side Across the Strait Engineering and Management Conference 2011 , Paper Title: Evaluating of Drivers Workload: Dual-Task Studies of Simulated Driving and Answering Math Questions, Authors: Chin-Teng Lin, Shi-An Chen, Li-Wei Ko, Tien-Ting Chiu.


 國際服務與互動機器人研討會最佳學生論文獎(SIRCon), 2011. 作者: 李旭恩, Wen-Chi Wang, 呂紹瑋, 柯立偉

The Best Student Paper Award of the International conference on Service and Interactive Robotics (SIRCon), 2011. Authors: Hsu-En Lee, Wen-Chi Wang, Shao-Wei Lu, and Li-Wei Ko


  中華醫學工程學刊年度最佳論文獎, 2010, 主題: EEG-based Brain-Computer Interface for Smart Living Environmental Auto-adjustment, 作者: C. T. Lin, F. C. Lin, S. A. Chen, S. W. Lu, T. C. Chen and L. W. Ko*

Best Annual Paper Award of the Journal of Medical and Biology Engineering, 2010. , Paper Title: EEG-based Brain-Computer Interface for Smart Living Environmental Auto-adjustment, Authors: C. T. Lin, F. C. Lin, S. A. Chen, S. W. Lu, T. C. Chen and L. W. Ko*


  Third Prize Paper Award, the 6th Executive Achievements Workshop of VGH-UST Research Projects, 2010. , 標題: Development of Wireless Brain Computer Interface with Embedded Multitask Scheduling and its Application on Real-time Driver's Drowsiness Detection and Warning, 作者: C. T. Lin, Y. C. Chen, T. Y. Huang, T. T. Chiu, L. W. Ko*, S. F. Liang, H. Y. Hsieh, S. H. Hsu, and J. R. Duann

Third Prize Paper Award, the 6th Executive Achievements Workshop of VGH-UST Research Projects, 2010. , Paper Title: Development of Wireless Brain Computer Interface with Embedded Multitask Scheduling and its Application on Real-time Driver's Drowsiness Detection and Warning, Authors: C. T. Lin, Y. C. Chen, T. Y. Huang, T. T. Chiu, L. W. Ko*, S. F. Liang, H. Y. Hsieh, S. H. Hsu, and J. R. Duann


  Second Prize Paper Award, the 6t hExecutive Achievements Workshop of VGH-UST Research Projects, 2010., 標題: Noninvasive Neural Prostheses Using Mobile & Wireless EEG, 作者: C. T. Lin, L. W. Ko, J. C. Chiou, J. R. Duann, R. S. Huang, T. W. Chiu, S. F. Liang, and T. P. Jung.

Second Prize Paper Award, the 6thExecutive Achievements Workshop of VGH-UST Research Projects, 2010., Paper Title: Noninvasive Neural Prostheses Using Mobile & Wireless EEG, Authors: C. T. Lin, L. W. Ko, J. C. Chiou, J. R. Duann, R. S. Huang, T. W. Chiu, S. F. Liang, and T. P. Jung.


  Best Paper Award, Biomedical Engineering Society 2009 Annual Symposium, National Yang Ming University, Taipei, Taiwan, December 11-12, 2009. , 標題: Brain Dynamics of Motion Sickness in a Realistic Driving Environment, 作者: Y. C. Chen, J. R. Duann, S. W. Chuang, C. L. Lin, L. W. Ko, T. P. Jung, and C. T. Lin*

Best Paper Award, Biomedical Engineering Society 2009 Annual Symposium, National Yang Ming University, Taipei, Taiwan, December 11-12, 2009. , Paper Title: Brain Dynamics of Motion Sickness in a Realistic Driving Environment, Authors: Y. C. Chen, J. R. Duann, S. W. Chuang, C. L. Lin, L. W. Ko, T. P. Jung, and C. T. Lin*


  Third Prize Paper Award, the 5thExecutive Achievements Workshop of VGH-UST Research Projects, 2009., 標題: Nonparametric Single-trial EEG Feature Extraction and Classification of Driver's Cognitive Responses, 作者: C. T. Lin, K. L. Lin, L. W. Ko, S. F. Liang, B. C. Kuo, and I. F. Chung*

Third Prize Paper Award, the 5thExecutive Achievements Workshop of VGH-UST Research Projects, 2009., Paper Title: Nonparametric Single-trial EEG Feature Extraction and Classification of Driver's Cognitive Responses, Authors: C. T. Lin, K. L. Lin, L. W. Ko, S. F. Liang, B. C. Kuo, and I. F. Chung*


  Third Prize Paper Award, the 4thExecutive Achievements Workshop of VGH-UST Research Projects, 2008. , 標題: Adaptive EEG-based Alertness Estimation System by Using ICA-based Fuzzy Neural Networks, 作者: C. T. Lin, L. W. Ko, I. F. Chung, T. Y. Huang, Y. C. Chen, T. P. Jung, and S. F. Liang

Third Prize Paper Award, the 4thExecutive Achievements Workshop of VGH-UST Research Projects, 2008. , Paper Title: Adaptive EEG-based Alertness Estimation System by Using ICA-based Fuzzy Neural Networks, Authors: C. T. Lin, L. W. Ko, I. F. Chung, T. Y. Huang, Y. C. Chen, T. P. Jung, and S. F. Liang


Second Prize Paper Award, the 4thExecutive Achievements Workshop of VGH-UST Research Projects, 2008. , 標題: EEG-based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment , 作者: C. T. Lin, I. F. Chung, L. W. Ko, Y. C. Chen, S. F. Liang, and J. R. Duann.

Second Prize Paper Award, the 4thExecutive Achievements Workshop of VGH-UST Research Projects, 2008., Paper Title: EEG-based Assessment of Driver Cognitive Responses in a Dynamic Virtual-Reality Driving Environment, Authors: C. T. Lin, I. F. Chung, L. W. Ko, Y. C. Chen, S. F. Liang, and J. R. Duann.


 Third Prize Award, 2007 Embedded Software Design Contest, Ministry of Education, Taiwan, 標題 :Intelligent Portable Wireless Brain Computer Interface for PSYCH-NICE Environment, 作者: L. W. Ko, M. Lin and I. L. Tsai.

Third Prize Award, 2007 Embedded Software Design Contest, Ministry of Education, Taiwan, Production Title: Intelligent Portable Wireless Brain Computer Interface for PSYCH-NICE Environment, Authors: L. W. Ko, M. Lin and I. L. Tsai.


Best Research Achievement Award, the 3rd Executive Achievements Workshop of VGH-UST Research Projects, 2007., 標題 :Study of Brain Dynamics related to Dual-task Distraction Effects , 作者:C. T. Lin, T. P. Su, L. W. Ko, S. A. Chen, and I. L. Tsai .

Best Research Achievement Award, the 3rdExecutive Achievements Workshop of VGH-UST Research Projects, 2007., Paper Title: Study of Brain Dynamics related to Dual-task Distraction Effects, Authors: C. T. Lin, T. P. Su, L. W. Ko, S. A. Chen, and I. L. Tsai.


 Best Poster Presentation Award, the Annual Research Achievements Competition of NCTU CS Department, 2006, 標題: Portable Brain Computer Interface on Driver's Alertness Monitoring, 作者: L. W. Ko and H. Y. Hsieh.

Best Poster Presentation Award, the Annual Research Achievements Competition of NCTU CS Department, 2006, Paper Title: Portable Brain Computer Interface on Driver's Alertness Monitoring, Authors: L. W. Ko and H. Y. Hsieh.


Best Research Achievement Award, the 2ndExecutive Achievements Workshop of VGH-UST Research Projects, 2006. , 標題: Developing Biofeedback Technology for Reducing Operational Fault and Enhancing Human Performance, 作者: C. T. Lin, T. P. Su, L. W. Ko, H. Y. Hsieh, and M. Lin.

Best Research Achievement Award, the 2ndExecutive Achievements Workshop of VGH-UST Research Projects, 2006. , Paper Title: Developing Biofeedback Technology for Reducing Operational Fault and Enhancing Human Performance, Authors: C. T. Lin, T. P. Su, L. W. Ko, H. Y. Hsieh, and M. Lin.


 國立交通大學電控工程工程學系博士生獎學金 2006/8-2007/7.

Best Ph.D. Student Scholarship from Department of Electrical and Control Engineering, N.C.T.U. 2006/8-2007/7.


 國立交通大學電控工程工程學系博士生獎學金 2005/8-2006/7.

Best Ph.D. Student Scholarship from Department of Electrical and Control Engineering, N.C.T.U. 2005/8-2006/7.