<Chinese Version>

Jeen-Shing Wang
Position

Professor

Telephone number
+886-6-275-7575 ext.62378
FAX
+886-6-236-9418
E-mail
jeenshin@mail.ncku.edu.tw
Lab
Computational Intelligence & Learning Systems Lab. (Address: Room # 92810, EE Department Building, 1 University Rd., Tainan, 701, Taiwan)(TEL:886-6-236-9418)
Courses

2011 Fall

2011 Spring

 

Educations
Experiences
  • Professor, Department of Electrical Engineering, National Cheng Kung University (2011)
  • Associate Professor, Department of Electrical Engineering, National Cheng Kung University (2007-2011)
  • Assistant Professor, Department of Electrical Engineering, National Cheng Kung University (2002-2007)
  • Research Assistant, Intelligent Robotics and Assembly Lab, Purdue University (1998-2001)
  • Research Assistant, Robotics Lab, University of Missouri-Columbia, (1996-1997)
Specialties
  • Intelligent Control
  • Computational Intelligence
  • Embedded System and Its Applications
  • Inertial Sensing and Its Applications
  • Optimization Theory
  • Data Mining
Professional Activity and Honor

Professional Activity:

  • Member of

    Institute of Electrical and Electronics Engineers (IEEE)

    Taiwan Association of System Science and Engineering (TASSE)

  • Web Manager, IEEE Computational Intelligence Society (01/2009-01/2011)

  • Vice Chair, IEEE Computational Intelligence Society Tainan Chapter (2005-2007)

  • Program Committee:

    (1) 2006 IEEE International Conference on Engineering of Intelligent Systems

    (2) 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

    (3) 2008 International Conference on Intelligent Computing

    (4) 2009 IEEE Symposium on Computational Intelligence in Control and Automation

    (5) 2009 International Conference on Knowledge Discovery and Information Retrieval  

  • Associate Editor, International Journal of Control Theory and Applications. (2006-)

  • Reviewers for:

    National Science Council, Taiwan, R.O.C. 

    Journals:     

         (1) IEEE Transactions on Neural Networks

         (2) IEEE Transactions on Fuzzy Systems

         (3) IEEE Transactions on Circuits and Systems-I

         (4) IEEE Transactions on Control Systems Technology

         (5) IEEE Transactions on Systems, Man, and Cybernetics-Part B

         (6) IEEE/ASME Transactions on Mechatronics

         (7) Pattern Recognition

         (8) Pattern Recognition Letters

         (9) International Journal of Electrical Engineering

         (10) Journal of Process Control

         (11) Journal of Information Science and Engineering

         (12) International Journal of Computational Intelligence Research

         (13) Control and Intelligent Systems Journal

         (14) Journal of the Chinese Institute of Engineers

         (15) Asian Journal of Control

         (16) International Journal of Pattern Recognition and Artificial Intelligence

         (17) Pervasive and Mobile Computing

         (18) Mathematics and Computers in Simulation

         (19) IEEE Signal Processing Letters

    Conferences:

         (1) IEEE International Conference on Engineering of Intelligent Systems

        (2) IEEE International Conference on Fuzzy Systems

         (3) IEEE International Joint Conference on Neural Networks

         (4) IEEE International Conference on Systems, Man, and Cybernetics

         (5) IEEE International Symposium on Circuits and Systems

         (6) IEEE International Conference on Networking, Sensing and Control

         (7) 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

         (8) 2008 International Conference on Intelligent Computing 

Honors:

  • Champion, 2011 ARM Code-O-Rama Design Contest, ARM Ltd., (2011) 

  • Wu Ta-You Memorial Award, National Science Council, Taiwan (2010)

  • Third Place,National Health and Medical Electronics Experimental Hands-on Project Competition (2011)

  • Excellent Work Award, 2010 ARM Code-O-Rama Design Contest, ARM Ltd., (2009) 

  • Second Place, 2009 Value-Added Service Design Content, Chunghwa Telecom.

  • Champion, 2009 ARM Code-O-Rama Design Contest, ARM Ltd., (2009) 

  • First Grand Prize, 9th GOLDEN Silicon Awards, MXIC International Co., Ltd (2009)

  • Best Advisor Award,  9th GOLDEN Silicon Awards, MXIC International Co., Ltd (2009)

  • Best Creation Award, 9th GOLDEN Silicon Awards, MXIC International Co., Ltd (2009)

  • Excellent Work Award, National Competition of Embedded System Design held by the Ministry of Education, Republic of China (2009) 

  • Excellent Work Award, National Competition of Embedded System Design held by the Ministry of Education, Republic of China (2008) 

  • Best Industrial Application Award, National Competition of Embedded System Design held by the Ministry of Education, Republic of China (2008) 

  • First Place, National Competition of Embedded System Software Design held by the Ministry of Education, Republic of China (2007) 

  • Finalist for Wu Ta-You Memorial Award (2006)

  • Marquis Who's Who in Asia (2006)

Publication List

A. Journal Papers

  • Jeen-Shing Wang and Fang-Chen Chuang, "An Accelerometer-Based Digital Pen with a Trajectory Recognition Algorithm for Handwritten Digit and Gesture Recognition," accepted by IEEE Transactions on Industrial Electronics, 2011
  • Jeen-Shing Wang, Wei-Chun Chiang, Ya-Ting C. Yang and, Yu-Liang Hsu, "ECG Arrhythmia Classification Using a Probabilistic Neural Network with a Feature Reduction Method," accepted by Neurocomputing, 2011.
  • Jeen-Shing Wang,Che-Wei Lin, and Ya-Ting C. Yang, "A K-Nearest-Neighbor Classifier with Heart Rate Variability Feature-based Transformation Algorithm for Driving Stress Recognition," accepted by Neurocomputing, 2011.
  • Jeen-Shing Wang and Yu-Liang Hsu, "An MDL-Based Hammerstein Recurrent Neural Network for Control Applications," Neurocomputing, vol. 74, pp.315-327, 2010.
  • Jeen-Shing Wang, Yu-Liang Hsu, and Jiun-Nan Liou, "Inertial-Measurement-Unit-Based Pen with a Trajectory Reconstruction Algorithm and Its Applications," IEEE Transactions on Industrial Electronics, vol. 57, no. 10, pp. 3508-3521, 2010.
  • Shihong Yue, Jeen-Shing Wang, Wei Chen, and Huaxiang Wang, “A Grid-Based K-Means Approach for Clustering Analysis,” Science in China Series F: Information Sciences, pp. 1345-1357, no. 7, 2010.
  • Che-Wei Lin, Jeen-Shing Wang, and Pau-Choo Chung, "Mining Physiological Conditions from Heart Rate Variability Analysis," IEEE Computational Intelligence Magazine, pp. 50-58, February, 2010.
  • Shihong Yue, Jeen-Shing Wang, Teresa Wu and Huaxiang Wang, "A New Separation Measure for Improving the Effectiveness of Validity Indices," Information Science, vol. 180, pp. 748-764, 2010.
  • Yi-Chung Chen and Jeen-Shing Wang, "A Hammerstein-Wiener Recurrent Neural Network with Frequency-Domain Eigensystem Realization Algorithm for Unknown System Identification," Journal of Universal Computer Science, vol. 15, no. 13, pp 2547-2565, 2009.
  • 吳致緯、曾育中、王 振興"智慧型輪型機器人之發展,"Robot World, issue 35, pp. 2-7, Oct. 2009.
  • 王 振興、許煜亮、劉俊男、莊芳甄,"利用微慣性感測訊號進行手寫軌跡重建,"自動化科技學會會刊, pp. 22-29, September, 2009.
  • Jeen-Shing Wang and Jen-Chieh Chiang, "An Efficient Data Preprocessing Procedure for SVC Algorithm," Journal of Universal Computer Science, vol. 15., no.4, 705-721, 2009.
  • Yu-Liang Hsu and Jeen-Shing Wang, "A Wiener-Type Recurrent Neural Network and Its Control Strategy for Nonlinear Dynamic Applications," Journal of Process Control, vol. 19, no.6., pp. 942-953, 2009.
  • Jeen-Shing Wang, Yu-Liang Hsu, Hung-Yi Lin, and Yen-Ping Chen, "Model Dimension/Order Determination for Recurrent Neural Networks," Pattern Recognition Letters, vol. 30, no. 4, pp. 812-819, 2009.
  • Jeen-Shing Wang and Yen-Ping Chen, "A Hammerstein Recurrent Neuro-Fuzzy Network with an Online Minimal Realization Learning Algorithm," IEEE Transactions on Fuzzy Systems, vol.16, no. 6, pp. 1597-1612, 2008.
  • Yen-Ping Chen, Jhun-Ying Yang, Shun-Nan Liou, Gwo-Yun Lee, and Jeen-Shing Wang, "Online Classifier Construction Algorithm for Human Motion Detection Using an Accelerometer," Applied Mathematics and Computation, vol. 205, no. 2, pp. 849-860, 2008.
  • Jhun-Ying Yang, Jeen-Shing Wang and Yen-Ping Chen, "Using Acceleration Measurements for Activity Recognition: An Effective Learning Algorithm for Constructing Neural Classifiers," Pattern Recognition Letters, vol. 29, no. 16, pp. 2213-2220, 2008.
  • Shihong Yue, Huaxiang Wang, Jeen-Shing Wang, Miaomiao Wei, Xin Wang, "A General Grid-Clustering Approach," Pattern Recognition Letters, vol. 29, no. 9, pp. 1372-1384, 2008.
  • Jeen-Shing Wang and Yu-Liang Hsu, "Dynamic Nonlinear System Identification Using a Wiener-Type Recurrent Network with OKID Algorithm," Journal of Information Science and Engineering, vol. 24, no. 3, pp. 891-905, 2008.
  • Jeen-Shing Wang and Jen-Chieh Chiang, "A Cluster Validity Measure with Outlier Detection for Support Vector Clustering," IEEE Transactions on Systems, Man, and Cybernetics-Part B, vol. 38, no. 1, pp. 78-89, 2008.
  • Jeen-Shing Wang and Jen-Chieh Chiang, "A Cluster Validity Measure with a Hybrid Parameter Search Method for Support Vector Clustering Algorithm," Pattern Recognition, vol. 41, no. 2, pp. 506-520, 2008.
  • Jeen-Shing Wang and Yen-Ping Chen, "A Fully Automated Recurrent Neural Network for Unknown Dynamic System Identification and Control," IEEE Transactions on Circuits and Systems-I, vol. 56, no. 6, pp. 1363~1372, 2006.
  • Jeen-Shing Wang and C. S. G. Lee, "Self-Adaptive Recurrent Neuro-Fuzzy Control of an Autonomous Underwater Vehicle," IEEE Transactions on Robotics and Automation, vol.19, no. 2, pp. 283-295, 2003.
  • Jeen-Shing Wang and C. S. G. Lee, "Self-Adaptive Neuro-Fuzzy Inference Systems for Classification Applications," IEEE Transactions on Fuzzy Systems, vol. 10, no. 6, pp. 790-802, 2002.
  • C. S. G. Lee, Jeen-Shing Wang and J. Yuh, "Self-Adaptive Neuro-Fuzzy Systems for Autonomous Underwater Vehicle Control," Advanced Robotics, The Robotics Society of Japan, vol. 15, no. 5, pp. 589-608, 2001.
  • Jeen-Shing Wang and C. S. G. Lee, "Structure and Learning in Self-Adaptive Neural Fuzzy Inference Systems," International Journal of Fuzzy Systems, vol. 2, no. 1, pp.12-22, March 2000.

Pending Publications:

  • Che-Wei Lin, Jeen-Shing Wang, Yi-Ching Yang, Ya-Ting C. Yang, "A Wearable Sensor Module with a Neural-Network-based Activity Classification Algorithm for Daily Energy Expenditure Estimation," submitted to IEEE Transactions on Information Technology in Biomedicine.
  • Jeen-Shing Wang, Che-Wei Lin, and Yu-Jen Ho, "Walking Pattern Classification and Movement Distance Estimation Algorithms Using Gait Phase Information," submitted to IEEE Transactions on Biomedical Engineering.
  • Jeen-Shing Wang, Cheng-Yi Mau, and Sheau-Fang Lei, "An Integrated Voice Activity Detection Algorithm with a Self-Regulatory Threshold and Tracking Power Envelope Dynamics," submitted to Speech Communication.
  • Shihong Yue, Jing Wang, Jeen-Shing Wang, and Huaxiang Wang, "Automatic Determination of the Mass Function in Dempster-Shafer Evidence Theory Using the Choquet Integral with Nonmonotonic Fuzzy Measures," submitted to Pattern Recognition Letters.
  • Jeen-Shing Wang and Shihong Yue "A Boundary Estimation Clustering Algorithm and Its Applications," submitted to Information Science.
  • Jeen-Shing Wang and Ming-Jan You, "An Improved Spectral Subtractive-Type Algorithm with a Spectral Weighted Filter for Single-Channel Speech Enhancement," submitted to EURASIP Journal on Advances in Signal Processing.
  • Fang-Chen Hwang, Jeen-Shing Wang, Jen-Chieh Chiang, and Pau-Choo Chung, "Use of dynamic music features in detecting emotional expression of music," revised for IEEE Transactions on Affective Computing, 2011.

B. Book Chapters

  • Che-Wei Lin, Chung-Yao Hsu, Li-Ming Liou, Yen-Kuang Yang, Jeen-Shing Wang, and Pau-Choo Chung., "Diagnosis of Parkinson’s Disease Severity from Heart Rate Variability Analysis," in Heart Rate Variability (HRV) Signal Processing: Clinical Applications, ed. M. V. Kamath, C. Morillo, and A.R. Upton, CRC PRESS, USA, 2012.
     

C. Conference papers

  • Jeen-Shing Wang, Guan-Rong Shih and Wei-Chun Chiang, "Sleep Stage Classification of Sleep Apnea Patients Using Decision-Tree-Based Support Vector Machines Based on ECG Parameters," 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, Jan. 6-7, Hong Kong, China.
  • Che-Wei Lin, Jeffrey Gamble, Ya-Ting Yang, and Jeen-Shing Wang, "Estimating the Influence of Chronotype and Social Zeitgebers on Circadian Rhythms using an Accelerometer-based Sensor Network," 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, Jan. 6-7, Hong Kong, China.
  • Jeen-Shing Wang, Fang-Chen Chuang, and Ya-Ting C. Yang, "A Wearable Physical Activity Sensor System: Its Classification Algorithm and Performance Comparison of Different Sensor Placements," accepted by Lecture Notes in Artificial Intelligence, June, 2011.
  • Pau-Choo Chung,Jeen-Shing Wang, Yu-Liang Hsu, Chun-Yao Wang, Chien-Wen Lin, Ming-Chyi Pai, and Siang-Shang Jheng, "Development of a wearable gait analysis instrument for patients with Alzheimer's disease" accepted by The Fifth Congress of the Asian Society Against Dementia- Action, Strategies and Developments, 2011.
  • Jeen-Shing Wang, Wei-Chun Chiang, Ya-Ting C. Yang, and Yu-Liang Hsu, "An Effective ECG Arrhythmia Classification Algorithm," accepted by Communications in Computer and Information Science, June, 2011.
  • Jeen-Shing Wang, Che-Wei Lin, and Ya-Ting C. Yang, "Using Heart Rate Variability Parameters and Feature Transformation Driving Stress Recognition," accepted by Communications in Computer and Information Science, June, 2011.
  • Jeen-Shing Wang, Che-Wei Lin, Ya-Ting C. Yang, Tzu-Ping Kao, Wei-Hsin Wang, and Yen-Shiun Chen, "An PACE Sensor System with Machine Learning-based Energy Expenditure Regression Algorithm," accepted by Lecture Notes in Bioinformatics, June, 2011
  • Jeen-Shing Wang, Ya-Ting Yang, and Che-Wei Lin, "An Activity Recording System with a Radial-Basis-Function-Network-Based Energy Expenditure Regression Algorithm," Proceedings of the 13th International Conference on Artificial Intelligence, pp. 798-803, July 18-21, 2011, Las Vegas, USA.
  • Jeen-Shing Wang,Ya-Ting Yang, Chung-Yao Hsu, and Yu-Liang Hsu, "A Recurrent Neural Sleep-Stage Classifier Using Energy Features of EEG Signals," Proceedings of the 13th International Conference on Artificial Intelligence, pp. 980-983, July 18-21, 2011, Las Vegas, USA..
  • Jeen-Shing Wang, Che-Wei Lin, Yen-Shun Chen, and Wei-Hsin Wang, "A Difference-Based Data Compression for Daily Activity Signals and Its Realization in an Embedded System," Proceedings of the 13th International Conference on Embedded Systems and Applications, pp. 227-230, July 18-21, 2011, Las Vegas, USA.
  • Jeen-Shing Wang, Yu-Liang Hsu, Ping-En Cheng, Lun-Chia Kuo, and Jen-Chieh Chiang, "A Wearable Trajectory Reconstruction System Using Inertial and Magnetic Sensors," Proceedings of the 13th International Conference on Embedded Systems and Applications, pp. 220-222, July 18-21, 2011, Las Vegas, USA.
  • Jeen-Shing Wang,Ya-Ting C. Yang, Wei-Chun Chiang, and Che-Wei Lin, "Using a Wearable Physical Activity Sensor System for Sleep/Wake States Detection," Proceedings of Worldsleep 2011, Oct. 16-20, Kyoto, Japan.
  • Ya-Ting C. Yang,Jeen-Shing Wang,Che-Wei Lin, Fu-Haw Yang, and Wei-Chun Chiang, "Relations between Sleep Activity Indices and Verran and Snyder-Halpern (VSH) Sleep Scale using Statistical Analysis," Proceedings of Worldsleep 2011, Oct. 16-20, Kyoto, Japan.
  • Ming-Han Wu, Chih-Jen Wang, Yen-Kuang Yang, Jeen-Shing Wang and Pau-Choo Chung, "Emotional Quality Level Recognition Based on HRV", IEEE World Congress on Computational Intelligence, IJCNN, 2010 (WCCI 2010).
  • Chen-Yan Chen, Chi-Jen Wang, E-Liang Chen, Chi-Keng Wu, Yen-Kuang Yang, Jeen-Shing Wang, Pau-Choo Chung, "Detecting Sustained Attention during Cognitive Work using Heart Rate Variability", The Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing IIHMSP 2010.
  • 王維新、王振興、王琪珍、詹寶珠、林哲 偉,“基於雲端運算分析概念之生理訊號分析與健康促進系統,” 2010數位生活科技研討會, 2010.
  • Tzu-Ping Kao, Che-Wei Lin, and Jeen-Shing Wang,"Development of a portable activity detector for daily activity recognition," Proc. of IEEE International Symposium on Industrial Electronics, Seoul, Korea, pp.115-120, July 5-8, 2009.
  • Hsin-Hui Tseng, Che-Wei Lin, Yuh-Cherng Guo, Li-Min Liou, and Jeen-Shing Wang, " A Polysomnography-based HRV and EEG Analysis Software," Proc. of International Symposium on Biomedical Engineering, pp.1-5, 2008.
  • Jhih-Wei Wu, I-Han Liu and Jeen-Shing Wang, "Intelligent Car-Like Robot with a Remote Monitoring Control and Lane Keeping Assistance System," Proc. of International Automatic Control Conferenc, pp. 1-6, 2008.
  • Jeen-Shing Wang, Tzu-Ping Kao and I-Han Liu, "An Autonomous Vehicle with a Cellphone-Based Remote Control and Vision-Guided Surveillance System," Proc. of International Automatic Control Conferenc, pp. 1-5, 2008.
  • Hung-Yi Lin, Li-Ying Wu, Chung-Yao Hsu, Sheng-Hsing Lan, and Jeen-Shing Wang, "An Automatic Detectio Algorithm of Cyclic Alternating Pattern," Proc. of International Symposium on Biomedical Engineering, pp. 1-5, 2008 (97-2221-E-006-157)
  • Fang-Chen Chuang and Jeen-Shing Wang, Single-Channel Speech Enhancement: Using Recurrent Neuro-Fuzzy Voice Activity Detector and Spectral Subtraction Algorithms,” Proc. of 2008 IEEE International Conference on Systems, Man, and Cybernetics, pp. 3057-3061, 2008.
  • Li-Ying Wu and Jeen-Shing Wang, “A Simplified Support Vector Clustering Algorithm,” Proc. of 2008 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1259-1264, 2008.
  • Jeen-Shing Wang and Yi-Chung Chen, “A Hammerstein-Wiener Recurrent Neural Network with a Frequency Response Function Initialization Algorithm,” Proc. of 2008 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1832-1837, 2008.
  • Che-Wei Lin and Jeen-Shing Wang, A Digital Circuit Design of Nonlinear Activation Functions for Neural Networks,” Proc. of 2008 IEEE International Symposium on Circuits and Systems, pp. 856-859, 2008.
  • Che-Wei Lin and Jeen-Shing Wang, “A Digital Circuit Design of State-Space Recurrent Neural Networks,” Proc. of 2008 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1838-1842, 2008.
  • Ming-Chan You, Cheng-Yi Mao, and Jeen-Shing Wang, "Recursive Parametric Spectral Subtraction Algorithm for Speech Enhancement," Communications in Computer and Information Sciences, vol. 2, pp. 826-835, 2007.
  • Jeen-Shing Wang, Jen-Chieh Chiang, and Ya-Ting Yang, "Support Vector Clustering with Outlier Detection," Communications in Computer and Information Sciences, vol. 2, pp. 423-431, 2007.
  • Che-Wei Lin and Jeen-Shing Wang, "A Novel Membership Function Approximation for Effective Design of Neural Networks," the 18th VLSI Design/CAD Symposium, pp. 261-265, Taiwan, August 8-11, 2007.
  • Che-Wei Lin, Jeen-Shing Wang, and Chun-Chang Yu, "Synchronous Pipeline Hardware Design for a Neuro-Fuzzy Circuit with On-Chip Learning Capability," Lecture Notes in Artificial Intelligence, vol. 4682, pp. 192-201, 2007.
  • Tzun-Ying Yang, Yen-Ping Chen, Shun-Nan Liou, Gwo-Yun Lee, and Jeen-Shing Wang, "Activity Recognition Using One Triaxial Accelerometer: A Neuro-fuzzy Classifier with Feature Reduction," Lecture Notes in Computer Sciences, vol. 4740, pp. 395-400, 2007.
  • Tzu-Ping Kao, Chun-Chang Yu, Ting-Yu Chen, and Jeen-Shing Wang, "Hardware Design of an Adaptive Neuro-Fuzzy Network with On-Chip Learning Capability," Lecture Notes in Computer Science, vol. 4492, no. 2, pp. 336-345, 2007.
  • Jeen-Shing Wang, Hung-Yi Lin, Yu-Liang Hsu, and Ya-Ting Yang, "Using a Wiener-Type Recurrent Neural Network with the Minimum Description Length Principle for Dynamic System Identification," Lecture Notes in Artificial Intelligence, vol. 4682, pp. 192-201, 2007.
  • Jeen-Shing Wang and Jen-Chieh Chiang, "Support Vector Clustering with a Novel Cluster Validity Method," Proc. of 2006 IEEE International Conference on Systems, Man & Cybernetics, Taipei, Taiwan, pp. 3715-3720, Oct. 8-11, 2006.
  • Jeen-Shing Wang and Yen-Ping Chen, "A Hammerstein Neuro-Fuzzy Network with an Online Hybrid Construction Algorithm for Dynamic Applications," Proc. of 2006 IEEE World Congress on Computational Intelligence, Vancouver, Canada, pp. 9946-9953, July 16-21, 2006.
  • Yen-Ping Chen and Jeen-Shing Wang, "A Novel Nonlinear Dynamical Systems Control Using Linear Controllers with Nonlinearity Eliminators," Proc. of 2006 IEEE World Congress on Computational Intelligence, Vancouver, Canada, pp. 10737-10744, July 16-21, 2006.
  • Yen-Ping Chen and Jeen-Shing Wang, "Identification of Chaotic Systems Using a Self-Constructing Recurrent Neural Network," Proc. of 2005 IEEE International Conference on Systems, Man & Cybernetics, The Big Island, Hawaii, pp. 2150 - 2155, Oct. 10-12, 2005.
  • Yen-Ping Chen and Jeen-Shing Wang, "An Automated Hammerstein Recurrent Neural Network for Dynamic Applications,"  Proc. of IASTED International Conference on Computational Intelligence, Calgary, Canada, July 4-6, 2005.
  • Jen-Chieh Chiang and Jeen-Shing Wang,A Validity-Guided Support Vector Clustering Algorithm for Identification of Optimal Cluster Configuration ,” Proc. of 2004 IEEE International Conference on Systems, Man & Cybernetics, Hague, Netherlands, pp. 3613-3618, October 10-13, 2004.
  • Shao-Hua Lee and Jeen-Shing Wang,Design of a Neuro-Fuzzy Chip Using Adaptive Multimode Approaches for an Intelligent Car-Backing System,” Proc. IEEE International Conference on Systems, Man & Cybernetics, Hague, Netherlands, pp. 3799-3804, October 10-13, 2004.
  • Jiun-Kai Wang and Jeen-Shing Wang, “Efficient Function Approximation Using an Online Self-Regulating Clustering Algorithm,” Proc. of 2004 IEEE International Conference on Systems, Man & Cybernetics, Hague, Netherlands, pp. 5935-5940, October 10-13, 2004.
  • Yen-Ping Chen, Sheng-Nan Wu and Jeen-Shing Wang, “A Hybrid Predictor for Time Series Prediction,” Proc. of 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary, pp. 1596-1602, July 25-29, 2004.
  • Jiun-Kai Wang and Jeen-Shing Wang, “A Self-Regulating Clustering Algorithm for Identification of Minimal Cluster Configuration,” Proc. of 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary, pp. 1427-1432, July 25-29, 2004.
  • Yen-Ping Chen and Jeen-Shing Wang, “A Novel Recurrent Neural Network with Minimal Representation for Dynamic System Identification,” Proc. of 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary, pp. 849-854, July 25-29, 2004.
  • Sheng-Nan Wu and Jeen-Shing Wang, An Adaptive Recurrent Neuro-Fuzzy Filter for Noisy Speech Enhancement,Proc. of 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary, pp. 3083-3088, July 25-29, 2004.
  • Jeen-Shing Wang, "An Efficient Recurrent Neuro-Fuzzy System for Identification and Control of Dynamic Systems," Proc. of 2003 IEEE Int'l Conf. on Systems, Man & Cybernetics, Washington, D.C., pp. 2833-2838, Oct 5-8, 2003.
  • Jeen-Shing Wang and C. S. G. Lee, "Self-Adaptive Recurrent Neuro-Fuzzy Control for an Autonomous Underwater Vehicle," Proc. of 2002 IEEE Int'l Conf. on Robotics and Automation, Washington, D.C., pp. 1190-1100, May 11-15, 2002 (Finalist for the Best Student Paper Award).
  • Jeen-Shing Wang and C. S. G. Lee, “Efficient Neuro-Fuzzy Control Systems Autonomous Underwater Vehicles,” Proc. of 2001 IEEE Int'l Conf. on Robotics and Automation, Seoul, Korea, pp. 2986-2991, May 21-26, 2001.
  • C. S. G. Lee and Jeen-Shing Wang, “Self-Adaptive Neuro-Fuzzy Systems: Structure and Learning,” Proc. of 2000 IEEE/RSJ Int'l Conf. on Intelligent Robots and Systems, Takamatsu, Japan, pp. 52-57, Oct. 31-Nov. 3, 2000.
  • Jeen-Shing Wang, C. S. G. Lee, and J. Yuh, “Self-Adaptive Neuro-Fuzzy Systems with Fast Parameter Learning for Autonomous Underwater Vehicle Control,” Proc. of 2000 IEEE Int'l Conf. on Robotics and Automation, San Francisco, CA, pp. 3861-6, April 24-28, 2000.
  • Jeen-Shing Wang, C. S. G. Lee, and J. Yuh, “Self-Adaptive Neuro-Fuzzy Control with Fuzzy Basis Function Network for Autonomous Underwater Vehicles,” Proc. of 1999 IEEE/RSJ Int'l Conf. on Intelligent Robots and Systems, Kyongju, Korea, pp. 130-135, Oct. 17-21, 1999.
  • Jeen-Shing Wang, C. S. G. Lee, and C. H. Juang, “Structure and Learning in Self-Adaptive Neural Fuzzy Inference Systems,” Proc. of the Eighth Int'l Fuzzy Syst. Association World Congress (IFSA'99), Taipei, Taiwan, pp. 975-980, Aug. 17-20, 1999.
  • Jeen-Shing Wang, C. S. G. Lee, and J. Yuh, “An On-Line Self-Organizing Neuro-Fuzzy Control for Autonomous Underwater Vehicles,” Proc. of 1999 IEEE Int'l Conf. on Robotics and Automation, Detroit, MI, pp. 2416-2421, May 10-15, 1999.
  • Jeen-Shing Wang and R. McLaren, "A Modified Defuzzifier for Control of the Inverted Pendulum Using Learning," Proc. of 1997 Annual Meeting of the North American Fuzzy Information Processing Society - NAFIPS, Syracuse, NY, pp.118-23, Sept. 21-24, 1997.

D. Books

  1. Ph.D. Thesis, On the Structure and Learning of Self-Adaptive Neuro-Fuzzy Inference Systems, School of Electrical and Computer Engineering, Purdue University, 2001.
  2. Master Thesis, A Modified Defuzzifier for Control of the Inverted Pendulum Using Learning, Department of Electrical Engineering, University of Missouri-Columbia, 1997.
Conference Attendance
  • 2011 The 6th World Congress of the World Sleep Federation
  • 2009 IEEE International Symposium on Industrial Electronics, Seoul,  Korea (Section Chair)
  • 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, USA.
  • 2007 International Conference on Intelligent Computing, Qingdao, China. (Section Chair)
  • 2007 International Symposium on Neural Networks, Nanjing, China.
  • 2006 IEEE World Congress on Computational Intelligence, Vancouver, Canada.
  • 2005 IASTED International Conference on Computational Intelligence, Calgary, Canada.
  • 2004 IEEE International Joint Conference on Neural Networks, Budapest, Hungary (Section Chair)
  • 2003 IEEE International Conference on Systems, Man & Cybernetics, Washington D.C., USA. (Section Chair)
  • 2002 IEEE International Conference on Robotics and Automation, Washington, D.C., USA.
Research Projects

A. Projects Sponsored by National Science Council

  • Development of a portable inertial-sensor-based motion capture system and its applications (2010-2013)
  • Development of inertial-sensor-based motion recognition and trajectory reconstruction algorithms for interactive game control and inertial laser pointer applications(2009-2010)
  • Optimal Design of Adaptive Neuro-fuzzy Chip and Its Implementation on a Hardware/Software
    Codesign Platform for Computer Vision-based Intelligent Car-driving Systems (2006-2008)
  • Minimal State-Space Representation of Recurrent Neuro-Fuzzy Systems for Control and Identification of Unknown Dynamic Systems (2004-2006)
  • Recurrent Neuro-Fuzzy Control of Complex Dynamic Systems: Design and Stability Analysis (2003)

B. Undergraduate Projects Sponsored by National Science Council

  • Visualization of SVC feature space and development of automatic kernel/parameters selection mechanisms (07/2007~02/2008)
  • Intelligent autonomous vehicle with remote control using a 3G cell phone (07/2007~02/2008)
  • A Study on Identification and Control of a Nonlinear System: A Hybrid Approach (07/2006~02/2007)
  • Development of An EOG-EMG-and-Activity REM Sleep Detector and Its Algorithm, 07/2011~02/2012
  • HRV-based Emotion Regulation MP3 Player,07/2011~02/2012

C. Projects Sponsored by Industrial Technology Research Institute of Taiwan

  • Indoor Inertial-sensor-based Navigation System, ITRI, 05~12/2011
  • Trajectory reconstruction algorithms for three-dimensional handwritten recognition using tri-axial accelerometers and gyroscopes, Micro Systems Technology Center, ITRI, 01/2008~12/2008
  • Technical development of activity recognition classifiers using 3-axis acceleration sensors, Micro Systems Technology Center, ITRI, 12/2006~05/2007
  • Intelligent activity recognition system development: hardware/software co-design, Micro Systems Technology Center, ITRI, 06/2007~11/2007

D. Projects Sponsored by Taiwan Industry

  • Interactive Digital Pen: Development of Inertial Sensor based Handwriting Technology, sponsored by AVer Information Co., Ltd., 06/2011~05/2013
  • iHealth: Cloud Health Promotion and Management Service System, sponsored by Chunghwa Telecom Co., Ltd., 06/2011~06/2013

E. Others

  • Rising-Star Project Sponsored by School of Electrical and Computer Engineering, National Cheng Kung University, 2011.
Lab Members

Current Students:

  • Doctoral Students:

    Fang-Chen Chuang, Yu-Liang Hsu, Che-Wei Lin, Jing-Fu Liu, Tzu-Ping Kao, Wei-Chun Chiang

  • Graduates:

    (MSEE 2010):  Yu-Min Huang, Shiu-Ying Wu, Duan-Ying Zhang

    (MSEE 2011): Yu-Jhen Ho, Feng-Ren Xie, Chien-Chao Hung, Yan-Lun Huang, Shih-Jyun Liao, Yan-Syun Chen

 

Former Students:

  • (MSEE 2011): Yu-Jen Ho,Jian-Chau Hung,Feng-Ren Shie, Yan-Luen Huang,Shr-Jiun Liau,Yan-Shiun Chen
  • MSEE 2010):Guan-Rung Shr,Yu-min Haung,Wei-Chun Chiang,Duan-Ying Zhang,Shiu-Ying Wu

  • (Ph.D. 2009): Jen-Chieh Chiang,

  • (MSEE 2009): Hung-Yi Lin, Jiun-Nan Liou, Chih-Wei Wu, Yu-Chung Tseng, Li-Ying Wu, Hsin-Huei Tseng

  • (Ph.D. 2008): Yen-Ping Chen

  • (MSEE 2008): Yi-Han Liou, Cheng-Yi Mau, Huei-Chi Yang,  Ming-Jan You, Yi-Chung Chen

  • (MSEE 2007): Ting-Yu Chen, Wei-Ting Haung, Yu-Liang Hsu, Jun-Ming Tong, Jian-Huei Wu, Chung-Fu Yen

  • (MSEE 2006): Shu-Chang Hsu, Chih-Ming Hung, Shih-Yi Liao, Chun-Chang Yu

  • (MSEE 2005): Jan-Hwa Lin, Jen-Chieh Chiang, Fang-Chen Chuang, Haun-Ze Sie

  • (MSEE 2004): Yen-Ping Chen, Shao-Hua Lee, Jiun-Kai Wang, Sheng-Nan Wu