Home Faculty Systems and Control Group Chia-Feng Juang, IEEE Fellow Distinguished Professor, FIEEE
Chia-Feng Juang, IEEE FellowDistinguished Professor, FIEEE - Systems and Control Group
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886-4-22851549-806
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Lab
Education
Ph.D. in Control Engineering, National Chiao Tung University
Experiences
Distinguished Professor, Department of Electrical Engineering, National Chung Hsing University, 08/2009-present
Professor, Department of Electrical Engineering, National Chung Hsing University, 02/2007-07/2009
Associate Professor, Department of Electrical Engineering, National Chung Hsing University, 08/2003-01/2007
Assistant Professor, Department of Electrical Engineering, National Chung Hsing University, 08/2001-07/2003
Assistant Professor, ChungChon Institute of Technology, 08/1999-07/2001
Senior Engineer, Silicon Integrated Systems Corp., 06/1999-08/1999
Second Lieutenant Communication Officer, Chiayi Airport, Air Force, Taiwan, 07/1997-05/1999
Professor, Department of Electrical Engineering, National Chung Hsing University, 02/2007-07/2009
Associate Professor, Department of Electrical Engineering, National Chung Hsing University, 08/2003-01/2007
Assistant Professor, Department of Electrical Engineering, National Chung Hsing University, 08/2001-07/2003
Assistant Professor, ChungChon Institute of Technology, 08/1999-07/2001
Senior Engineer, Silicon Integrated Systems Corp., 06/1999-08/1999
Second Lieutenant Communication Officer, Chiayi Airport, Air Force, Taiwan, 07/1997-05/1999
Research Areas
Computational Intelligence (Fuzzy Systems, Neural Networks, Evolutionary Computation)
Machine Learning and Artifical Intelligence
Intelligent Control
Computer Vision and Image Processing
Intelligent Mobile Robots
AI-aided Medical Diagnosis
FPGA Implementation of Computational Intelligence Techniques
Machine Learning and Artifical Intelligence
Intelligent Control
Computer Vision and Image Processing
Intelligent Mobile Robots
AI-aided Medical Diagnosis
FPGA Implementation of Computational Intelligence Techniques
Academic Service
** Editor/AE/Editorial Board Member of international journals
— Associate Editor, IEEE Transactions on Fuzzy Systems (SCI). (2013~2019, 2022~)
— Area Editor, International Journal of Fuzzy Systems (SCI). (2016~)
— Associate Editor, International Journal of Fuzzy Systems (SCI). (2013~)
— Associate Editor, Asian Journal of Control (SCI). (2013~)
— Associate Editor, IEEE Transactions on Cybernetics (SCI). (2016~2023)
— Editor, Journal of Information Science and Engineering (SCI). (2010~)
— Editorial Board Member, Journal of Engineering, National Chung-Hsing University (2010 ~2015)
**Invited speeches in national/international conferences/workshops
—Keynote Speaker, 6th Asia Digital Image Processing Conference (ADIP 2024), Tokyo, Japan, Dec. 14-16, 2024.
—IEEE Distinguished Lecture, IEEE CIS Chapter of Malaysia Section, Malaysia, Sep. 14, 2023.
—Keynote Speaker, International Conference on Computer and Automation Engineering (ICCAE 2023), Sydney, Australia, March 3-5, 2023.
—IEEE Distinguished Lecture, IEEE Computational Intelligence Society (CIS) Chapter of Victorian Section, Australia, Oct. 5, 2022.
—Invited Lecture, IEEE CIS Summer School on Computational Intelligence for Human-Machine Interaction in Ergonomics, IEEE CIS Taipei Chapter, Taiwan, Aug. 23-35, 2022.
—Keynote Speaker, International Conference on Artificial Intelligence, Automation and Algorithms (AI2A 2022), Hangzhou, China, July 22-24, 2022.
—IEEE Distinguished Lecture, IEEE Computational Intelligence Society (CIS) Chapter of Xiamen Section, China, Nov. 30, 2021.
—Invited Lecture, IEEE CIS Flagship Summer School on Contemporary Advancement in Multiobjective Optimization, IEEE CIS Kolkata Chapter, India, Sep. 16-18, 2021.
—Keynote Speaker, 3rd International Conference on Robotics and Computer Vision (ICRCV 2021), China, Aug. 27-29, 2021.
—Plenary Speaker, 2nd International Conference on Control, Robotics and Intelligent System (CCRIS 2021), Qingdao, China, Aug. 20-21, 2021.
—Plenary Speaker, International Conference on Artificial Intelligence, Automation and Algorithms (AI2A 2021), China, July 24, 2021.
—Invited Lecture, UCSD-NCHU/ENABLE/IDCSA/ Joint Symposium, Taiwan, Dec. 14, 2020.
—Keynote Speaker, the 5th International Conference on Control and Robotics Engineering (ICCRE 2020), Osaka, Japan, April 24-26, 2020.
—Keynote Speaker, International Conference on Intelligent Autonomous Systems (ICoIAS’2020), Singapore, Feb. 26-29, 2020.
—Plenary Speaker, International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019), Taiwan, Nov. 7-10, 2019.
—Invited Lecture and Panel Discussion Panelist, Theme: How to be an Outstanding Research Fellow, IEEE International Conference On Consumer Electronics –Taiwan, May, 2019.
—Invited Lecture, 2018 IEEE CIS Summer School on Computational Intelligence for Human and Machine Co-learning, Taiwan, Aug. 21-24, 2018.
—Invited Lecture, Interdisciplinary Workshop on Sleep & Quarter Meeting on Sleep in Midland, Dec. 2017. (Hosted by Taichung Veterans General Hospital, Taiwan)
—Invited Lecture, Young Professionals International Workshop: how to become an outstanding researcher, Taiwan, Nov. 9, 2016. (Hosted by Chinese Automatic Control Society)
— Keynote Speaker, The 7th International Symposium on Computational Intelligence and Design (ISCID), Hangzhou, China, Dec. 13th – Dec. 14th, 2014.
—Keynote Speaker, International Conference on Computational Advancement in Communication Circuits and Systems, Kolkata, India, Oct. 30th – Nov, 1st, 2014.
—Invited Lecture, International Workshop on Advances in Nonlinear Dynamical Systems and Robotics, Taiwan, June 17, 2014. (Hosted by IEEE Control Systems Society, Taipei Chapter)
—Invited Lecture, International Workshop on Systems and Controls, Nanzan University, Seto, Japan, Sep. 13, 2013,
** Chair/Co-chair of international conferences:
— Program Chair, International Conference on System Science and Engineering (ICSSE 2023)
— Tutorial Chair, IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE 2022)
— General Co-Chair, International Conference on System Science and Engineering (ICSSE 2022)
— Program Chair, International Conference on Control, Robotics and Intelligent System (CCRIS 2021)
— General Chair, 2020 International Automatic Control Conference (CACS 2020)
— General Co-Chair, 2020 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2020).
— Track Chair, The 15th IEEE Conf. Industrial Electronics and Applications (ICIEA 2020)
— Program Chair, The 11th Int. Conf. Advanced Computational Intelligence (ICACI 2019)
— Best Papers Award Chair, 2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019).
— Program Co-Chair, International Conference on Advanced Robotics and Intelligent Systems (ARIS 2019)
— Track Chair, The 14th IEEE Conf. Industrial Electronics and Applications (ICIEA 2019)
－ Track Chair, The 13th IEEE Conf. Industrial Electronics and Applications (ICIEA 2018)
－ Publicity Chair, 25th Int. Conf. on Neural Information Processing (ICONIP 2018)
－ Program Co-Chair, International Conference on Advanced Robotics and Intelligent Systems (ARIS 2018)
— Special Session Chair, 2017 International Conference on Awareness Science and Technology (iCAST 2017).
— Associate Editor, Asian Control Conference (ASCC 2017).
— Best Papers Award Chair, 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017).
— General Chair, 2017 International conference on Advanced Robotics and Intelligent Systems (ARIS 2017), Taipei, Taiwan, 2017
— Track Chair, The 12th IEEE Conf. Industrial Electronics and Applications (ICIEA 2017)
— Best Papers Award Chair, 2016 International Conference on Fuzzy Theory and Its Applications, Taiwan(iFUZZY 2016).
— Young Professionals Program Co-Chair & Registration Co-Chair, IEEE Int. Conf. Systems & Man, and Cybernetics, Hungary, 2016.
— Invited Session Chair, 2016 Int. Conf. on Advanced Robotics and Intelligent Systems (ARIS 2016)
— Track Chair, The 11th IEEE Conf. Industrial Electronics and Applications (ICIEA 2016)
— Best Papers Award Chair, 2015 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2015)
— Track Chair, The 10th IEEE Conf. Industrial Electronics and Applications (ICIEA 2015)
— Registration Co-Chair, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC), USA, 2014.
— Invited Section Chair, The 11th IEEE International Conference on Control and Automation (IEEE ICCA 2014)
— Track Chair, The 9th IEEE Conf. Industrial Electronics and Applications (ICIEA 2014)
— Program Co-Chair, 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2013)
— Track Chair, The 8th IEEE Conf. Industrial Electronics and Applications (2013)
— Program Chair, 2012 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2012)
— Track Chair, The 7th IEEE Conf. Industrial Electronics and Applications (2012)
— Program Co-Chair, 2011 Int. Conf. on Service and Interactive Robotics (SIRCon 2011).
— Publication Chair, IEEE Int. Conf. Fuzzy Systems (2011)
— Track Chair, The 6th IEEE Conf. Industrial Electronics and Applications (2011)
— Registration Co-Chair, SICE 2010 Annual Conference (2010)
— Program Co-Chair, The 5th IEEE Conf. Industrial Electronics and Applications (2010)
— Program Co-Chair, CACS International Automatic Control Conference (2007)
— Finance Chair, The 8th International Conference on Automation Technology (2005)
** Chair/Co-chair of Domestic Conferences:
－ General Chair, Workshop on Control Engineering Program, MOST (2020)
－ General Co-Chair, The 28th National Conf. On Fuzzy Theory and Its Applications (2020)
－ Best Papers Award Chair, The 27th National Conf. On Fuzzy Theory and Its Applications (2019)
－ Best Papers Award Chair, The 26th National Conf. On Fuzzy Theory and Its Applications (2018)
－ Program Co-Chair, National Conference on Advanced Robotics (NCAR 2018)
－ General Chair, National Conference on Advanced Robotics (NCAR 2017)
－ Program Track Chair, Automation 2016, Taichung, Taiwan,2016.
－ Invited Session Chair, 2016 National Conference on Advanced Robotics (NCAR 2016)
－ Best Papers Award Chair, The 23rd National Conf. On Fuzzy Theory and Its Applications (2015)
－ Program-Cochair, The 21st National Conf. On Fuzzy Theory and Its Applications (2013)。
－ Program Chair, the 20th National Conf. On Fuzzy Theory and Its Applications (2012)。
－ Co-Chair, The Annual Research Presentation Provided by Control Engineering Program, National Science Council (2007).
** Other Academic Service:
－ Convener, Control Engineering Program, National Science and Technology Council (NSTC) (2025~)
－ Program Evaluator, Institute of Engineering Education, Taiwan (IEET) (2019~)
－ Member of General Project Review Board, Control Engineering Program, Ministry of Science and Engineering (MOST), Taiwan(2018, 2019)
－ Invited member of IEEE Computational Intelligence Society, Task Force on Evolutionary Computer Vision and Image (2018~)
－ Chair, IEEE Computational Intelligence Society, Taipei Chapter (2017-2018)
－ Director, Taiwan Association of Systems Science and Engineering (2021~)
－ Director, Chinese Automatic Control Society (2016-2017)
－ Director, Taiwan Fuzzy Systems Association (2012~)
－ Member of Project Review Board, Control Engineering Program, National Science Council (NSC), Taiwan(2008-2010, 2012~2014)
－ Member of International Cooperation Committee, Taiwan Robotics Industry Developing Association (ROBOAT) (2010-2012)
－ Invited founding member of IEEE Systems, Man, and Cybernetics (SMC) Society, Technical Committee (TC)「Awareness Computing」 (2009~)
－ Invited founding member of IEEE SMC Society, TC 「Intelligent Learning in Control Systems」(2008~)
－ IEEE Senior member (2008~)
－ Invited member of IEEE SMC, TC 「Soft Computing」
－ IEEE Control Systems Society, Taipei Chapter, Treasurer (2002~2004)
－ General Executives, Taiwan Fuzzy Systems Association (2002~2003)
— Associate Editor, IEEE Transactions on Fuzzy Systems (SCI). (2013~2019, 2022~)
— Area Editor, International Journal of Fuzzy Systems (SCI). (2016~)
— Associate Editor, International Journal of Fuzzy Systems (SCI). (2013~)
— Associate Editor, Asian Journal of Control (SCI). (2013~)
— Associate Editor, IEEE Transactions on Cybernetics (SCI). (2016~2023)
— Editor, Journal of Information Science and Engineering (SCI). (2010~)
— Editorial Board Member, Journal of Engineering, National Chung-Hsing University (2010 ~2015)
**Invited speeches in national/international conferences/workshops
—Keynote Speaker, 6th Asia Digital Image Processing Conference (ADIP 2024), Tokyo, Japan, Dec. 14-16, 2024.
—IEEE Distinguished Lecture, IEEE CIS Chapter of Malaysia Section, Malaysia, Sep. 14, 2023.
—Keynote Speaker, International Conference on Computer and Automation Engineering (ICCAE 2023), Sydney, Australia, March 3-5, 2023.
—IEEE Distinguished Lecture, IEEE Computational Intelligence Society (CIS) Chapter of Victorian Section, Australia, Oct. 5, 2022.
—Invited Lecture, IEEE CIS Summer School on Computational Intelligence for Human-Machine Interaction in Ergonomics, IEEE CIS Taipei Chapter, Taiwan, Aug. 23-35, 2022.
—Keynote Speaker, International Conference on Artificial Intelligence, Automation and Algorithms (AI2A 2022), Hangzhou, China, July 22-24, 2022.
—IEEE Distinguished Lecture, IEEE Computational Intelligence Society (CIS) Chapter of Xiamen Section, China, Nov. 30, 2021.
—Invited Lecture, IEEE CIS Flagship Summer School on Contemporary Advancement in Multiobjective Optimization, IEEE CIS Kolkata Chapter, India, Sep. 16-18, 2021.
—Keynote Speaker, 3rd International Conference on Robotics and Computer Vision (ICRCV 2021), China, Aug. 27-29, 2021.
—Plenary Speaker, 2nd International Conference on Control, Robotics and Intelligent System (CCRIS 2021), Qingdao, China, Aug. 20-21, 2021.
—Plenary Speaker, International Conference on Artificial Intelligence, Automation and Algorithms (AI2A 2021), China, July 24, 2021.
—Invited Lecture, UCSD-NCHU/ENABLE/IDCSA/ Joint Symposium, Taiwan, Dec. 14, 2020.
—Keynote Speaker, the 5th International Conference on Control and Robotics Engineering (ICCRE 2020), Osaka, Japan, April 24-26, 2020.
—Keynote Speaker, International Conference on Intelligent Autonomous Systems (ICoIAS’2020), Singapore, Feb. 26-29, 2020.
—Plenary Speaker, International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019), Taiwan, Nov. 7-10, 2019.
—Invited Lecture and Panel Discussion Panelist, Theme: How to be an Outstanding Research Fellow, IEEE International Conference On Consumer Electronics –Taiwan, May, 2019.
—Invited Lecture, 2018 IEEE CIS Summer School on Computational Intelligence for Human and Machine Co-learning, Taiwan, Aug. 21-24, 2018.
—Invited Lecture, Interdisciplinary Workshop on Sleep & Quarter Meeting on Sleep in Midland, Dec. 2017. (Hosted by Taichung Veterans General Hospital, Taiwan)
—Invited Lecture, Young Professionals International Workshop: how to become an outstanding researcher, Taiwan, Nov. 9, 2016. (Hosted by Chinese Automatic Control Society)
— Keynote Speaker, The 7th International Symposium on Computational Intelligence and Design (ISCID), Hangzhou, China, Dec. 13th – Dec. 14th, 2014.
—Keynote Speaker, International Conference on Computational Advancement in Communication Circuits and Systems, Kolkata, India, Oct. 30th – Nov, 1st, 2014.
—Invited Lecture, International Workshop on Advances in Nonlinear Dynamical Systems and Robotics, Taiwan, June 17, 2014. (Hosted by IEEE Control Systems Society, Taipei Chapter)
—Invited Lecture, International Workshop on Systems and Controls, Nanzan University, Seto, Japan, Sep. 13, 2013,
** Chair/Co-chair of international conferences:
— Program Chair, International Conference on System Science and Engineering (ICSSE 2023)
— Tutorial Chair, IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE 2022)
— General Co-Chair, International Conference on System Science and Engineering (ICSSE 2022)
— Program Chair, International Conference on Control, Robotics and Intelligent System (CCRIS 2021)
— General Chair, 2020 International Automatic Control Conference (CACS 2020)
— General Co-Chair, 2020 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2020).
— Track Chair, The 15th IEEE Conf. Industrial Electronics and Applications (ICIEA 2020)
— Program Chair, The 11th Int. Conf. Advanced Computational Intelligence (ICACI 2019)
— Best Papers Award Chair, 2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019).
— Program Co-Chair, International Conference on Advanced Robotics and Intelligent Systems (ARIS 2019)
— Track Chair, The 14th IEEE Conf. Industrial Electronics and Applications (ICIEA 2019)
－ Track Chair, The 13th IEEE Conf. Industrial Electronics and Applications (ICIEA 2018)
－ Publicity Chair, 25th Int. Conf. on Neural Information Processing (ICONIP 2018)
－ Program Co-Chair, International Conference on Advanced Robotics and Intelligent Systems (ARIS 2018)
— Special Session Chair, 2017 International Conference on Awareness Science and Technology (iCAST 2017).
— Associate Editor, Asian Control Conference (ASCC 2017).
— Best Papers Award Chair, 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017).
— General Chair, 2017 International conference on Advanced Robotics and Intelligent Systems (ARIS 2017), Taipei, Taiwan, 2017
— Track Chair, The 12th IEEE Conf. Industrial Electronics and Applications (ICIEA 2017)
— Best Papers Award Chair, 2016 International Conference on Fuzzy Theory and Its Applications, Taiwan(iFUZZY 2016).
— Young Professionals Program Co-Chair & Registration Co-Chair, IEEE Int. Conf. Systems & Man, and Cybernetics, Hungary, 2016.
— Invited Session Chair, 2016 Int. Conf. on Advanced Robotics and Intelligent Systems (ARIS 2016)
— Track Chair, The 11th IEEE Conf. Industrial Electronics and Applications (ICIEA 2016)
— Best Papers Award Chair, 2015 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2015)
— Track Chair, The 10th IEEE Conf. Industrial Electronics and Applications (ICIEA 2015)
— Registration Co-Chair, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC), USA, 2014.
— Invited Section Chair, The 11th IEEE International Conference on Control and Automation (IEEE ICCA 2014)
— Track Chair, The 9th IEEE Conf. Industrial Electronics and Applications (ICIEA 2014)
— Program Co-Chair, 2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2013)
— Track Chair, The 8th IEEE Conf. Industrial Electronics and Applications (2013)
— Program Chair, 2012 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2012)
— Track Chair, The 7th IEEE Conf. Industrial Electronics and Applications (2012)
— Program Co-Chair, 2011 Int. Conf. on Service and Interactive Robotics (SIRCon 2011).
— Publication Chair, IEEE Int. Conf. Fuzzy Systems (2011)
— Track Chair, The 6th IEEE Conf. Industrial Electronics and Applications (2011)
— Registration Co-Chair, SICE 2010 Annual Conference (2010)
— Program Co-Chair, The 5th IEEE Conf. Industrial Electronics and Applications (2010)
— Program Co-Chair, CACS International Automatic Control Conference (2007)
— Finance Chair, The 8th International Conference on Automation Technology (2005)
** Chair/Co-chair of Domestic Conferences:
－ General Chair, Workshop on Control Engineering Program, MOST (2020)
－ General Co-Chair, The 28th National Conf. On Fuzzy Theory and Its Applications (2020)
－ Best Papers Award Chair, The 27th National Conf. On Fuzzy Theory and Its Applications (2019)
－ Best Papers Award Chair, The 26th National Conf. On Fuzzy Theory and Its Applications (2018)
－ Program Co-Chair, National Conference on Advanced Robotics (NCAR 2018)
－ General Chair, National Conference on Advanced Robotics (NCAR 2017)
－ Program Track Chair, Automation 2016, Taichung, Taiwan,2016.
－ Invited Session Chair, 2016 National Conference on Advanced Robotics (NCAR 2016)
－ Best Papers Award Chair, The 23rd National Conf. On Fuzzy Theory and Its Applications (2015)
－ Program-Cochair, The 21st National Conf. On Fuzzy Theory and Its Applications (2013)。
－ Program Chair, the 20th National Conf. On Fuzzy Theory and Its Applications (2012)。
－ Co-Chair, The Annual Research Presentation Provided by Control Engineering Program, National Science Council (2007).
** Other Academic Service:
－ Convener, Control Engineering Program, National Science and Technology Council (NSTC) (2025~)
－ Program Evaluator, Institute of Engineering Education, Taiwan (IEET) (2019~)
－ Member of General Project Review Board, Control Engineering Program, Ministry of Science and Engineering (MOST), Taiwan(2018, 2019)
－ Invited member of IEEE Computational Intelligence Society, Task Force on Evolutionary Computer Vision and Image (2018~)
－ Chair, IEEE Computational Intelligence Society, Taipei Chapter (2017-2018)
－ Director, Taiwan Association of Systems Science and Engineering (2021~)
－ Director, Chinese Automatic Control Society (2016-2017)
－ Director, Taiwan Fuzzy Systems Association (2012~)
－ Member of Project Review Board, Control Engineering Program, National Science Council (NSC), Taiwan(2008-2010, 2012~2014)
－ Member of International Cooperation Committee, Taiwan Robotics Industry Developing Association (ROBOAT) (2010-2012)
－ Invited founding member of IEEE Systems, Man, and Cybernetics (SMC) Society, Technical Committee (TC)「Awareness Computing」 (2009~)
－ Invited founding member of IEEE SMC Society, TC 「Intelligent Learning in Control Systems」(2008~)
－ IEEE Senior member (2008~)
－ Invited member of IEEE SMC, TC 「Soft Computing」
－ IEEE Control Systems Society, Taipei Chapter, Treasurer (2002~2004)
－ General Executives, Taiwan Fuzzy Systems Association (2002~2003)
Awards
— Over 10800 citations in Google Scholar
— Over 6500 citations in Web of Science, Core Collection database
— Fellow of AIIA (International AI Industry Alliance) (2024)
— Fellow of IFSA (International Fuzzy Systems Association) (2023)
— Outstanding Academic Contribution Award, Taiwan Association of Systems Science and Engineering (TASSE) (2023)
— Fellow of TFSA (Taiwan Fuzzy Systems Association) (2022)
— Outstanding Service Contribution Award, Chinese Automatic Control Society (CACS) (2021)
— Fellow of AAIA (Asia-Pacific Artificial Intelligence Association) (2021)
— Outstanding Research Award, Ministry of Science and Technology, Taiwan (2021)
— Distinguished Lecturer, IEEE Computational Intelligence Society (2020-2022)
— Distinguished Lecturer, IEEE Systems, Man, and Cybernetics Society (2020-2021)
— Outstanding Electrical Engineering Professor Award from Chinese Institute of Electrical Engineering (2019)
— The Pride of Chung Hsing University Award (2019)
— Fellow of IEEE (The Institute of Electrical and Electronics Engineers) (2019)
— Outstanding Chapter Award from IEEE Taipei Section (Served as Chapter Chair of IEEE Computational Intelligence Society)(2019)
— Best Paper Award, 2018 Conference on Applications of Innovation & Invention (AII 2018)
— Fellow of Chinese Automatic Control Society (CACS), Taiwan (2016)
— Best Poster Award, The Annual Research Presentation Provided by Control Engineering Program, Ministry of Science and Engineering (2014).
— Outstanding Control Engineering Award from Chinese Automatic Control Society, Taiwan (2014)
— Outstanding Youth Award from Taiwan Fuzzy Systems Association, Taiwan (2014)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2014)
— Fellow, Institution of Engineering and Technology (IET) (2014)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2011)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2010).
— Outstanding Youth Award from Taiwan System Science and Engineering Society, Taiwan (2010)
— Outstanding Youth Teacher Award from National Chung-Hsing University, Taiwan (2007).
— Youth Automatic Control Engineering Award from Chinese Automatic Control Society, Taiwan (2006)
— Over 6500 citations in Web of Science, Core Collection database
— Fellow of AIIA (International AI Industry Alliance) (2024)
— Fellow of IFSA (International Fuzzy Systems Association) (2023)
— Outstanding Academic Contribution Award, Taiwan Association of Systems Science and Engineering (TASSE) (2023)
— Fellow of TFSA (Taiwan Fuzzy Systems Association) (2022)
— Outstanding Service Contribution Award, Chinese Automatic Control Society (CACS) (2021)
— Fellow of AAIA (Asia-Pacific Artificial Intelligence Association) (2021)
— Outstanding Research Award, Ministry of Science and Technology, Taiwan (2021)
— Distinguished Lecturer, IEEE Computational Intelligence Society (2020-2022)
— Distinguished Lecturer, IEEE Systems, Man, and Cybernetics Society (2020-2021)
— Outstanding Electrical Engineering Professor Award from Chinese Institute of Electrical Engineering (2019)
— The Pride of Chung Hsing University Award (2019)
— Fellow of IEEE (The Institute of Electrical and Electronics Engineers) (2019)
— Outstanding Chapter Award from IEEE Taipei Section (Served as Chapter Chair of IEEE Computational Intelligence Society)(2019)
— Best Paper Award, 2018 Conference on Applications of Innovation & Invention (AII 2018)
— Fellow of Chinese Automatic Control Society (CACS), Taiwan (2016)
— Best Poster Award, The Annual Research Presentation Provided by Control Engineering Program, Ministry of Science and Engineering (2014).
— Outstanding Control Engineering Award from Chinese Automatic Control Society, Taiwan (2014)
— Outstanding Youth Award from Taiwan Fuzzy Systems Association, Taiwan (2014)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2014)
— Fellow, Institution of Engineering and Technology (IET) (2014)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2011)
— Excellent Research Award from National Chung-Hsing University, Taiwan (2010).
— Outstanding Youth Award from Taiwan System Science and Engineering Society, Taiwan (2010)
— Outstanding Youth Teacher Award from National Chung-Hsing University, Taiwan (2007).
— Youth Automatic Control Engineering Award from Chinese Automatic Control Society, Taiwan (2006)
Selected Publications
● Journal Paper
1.
C. F. Juang, Y. W. Chuang, G. W. Lin, I. F. Chung*, and Y. C. Lo*, “Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images,” Computerized Medical Imaging and Graphics, vol. 115, article no. 102375, pp. 1-12, 07 2024. (EI、SCI)
2.
C. F. Juang* and Z. B. You, “Reinforcement learning of an interpretable fuzzy system through a neural fuzzy actor-critic framework for mobile robot control,” IEEE Trans. Fuzzy Systems, vol. 32, no. 6, pp. 3655-3668, 06 2024. (EI、SCI)
3.
C. F. Juang*, Y. W. Cheng, and Y. M. Lin, “Visually interpretable fuzzy neural classification network with deep convolutional feature maps,” IEEE Trans. Fuzzy Systems , vol. 32, no. 3, pp. 1063-1077, 03 2024. (EI、SCI)
4.
C. F. Juang, G. R. Pan, W. C. Huang, C. Y. Wen, and M. F. Wu*, “Multiobjective optimization of interpretable fuzzy systems and applicable subjects for fast estimation of obstructive sleep apnea-hypopnea severity,” IEEE Trans. Fuzzy Systems, vol. 31, no. 7, pp. 2225-2237, 07 2023. (EI、SCI)
5.
C. F. Juang* and Y. W. Chen, “Automatic hitting-duration estimation of a rechargeable impact wrench using a fuzzy neural network to reach target torques,” International Journal of Fuzzy Systems, vol. 25, no. 1, pp. 29-41, 02 2023. (EI、SCI)
6.
C. F. Juang and W. E. Ni, “Human posture classification using interpretable 3D fuzzy body voxel features and hierarchical fuzzy classifiers,” IEEE Trans. Fuzzy Systems, vol. 12, no. 30, pp. 5405-5418, 12 2022. (EI、SCI)
7.
C. F. Juang*, C. Y. Chou, and C. T. Lin, “Navigation of a fuzzy-controlled wheeled robot through the combination of expert knowledge and data-driven multiobjective evolutionary learning,” IEEE Trans. Cybernetics, vol. 8, no. 52, pp. 7388-7401, 08 2022. (EI、SCI)
8.
W. C. Su, C. F. Juang*, and C. M. Hsu, “Multiobjective evolutionary interpretable type-2 fuzzy systems with structure and parameter learning for hexapod robot control,” IEEE Trans. Systems, Man, and Cyber.- Systems , vol. 5, no. 52, pp. 3066-3078, 05 2022. (EI、SCI)
9.
C. F. Juang*, C. H. Lu, and C. A. Huang, “Navigation of three cooperative object-transportation robots using a multistage evolutionary fuzzy control approach,” IEEE Trans. Cybernetics, vol. 5, no. 52, pp. 3606-3619, 05 2022. (EI、SCI)
10.
11.
C. F. Juang*, C. W. Chang, and T. H. Hung, “Hand palm tracking in monocular images by fuzzy rule-based fusion of explainable fuzzy features with robot imitation application,” IEEE Trans. Fuzzy Systems, vol. 12, no. 29, pp. 3594-3606, 12 2021. (EI、SCI)
12.
C. F. Juang, C. Y. Wen, K. M. Chang, Y. H. Chen, C. Y. Lin, Y. C. Chen, M. F. Wu, and W. C. Huang*, “Explainable fuzzy neural network with easy-to-obtain physiological features for screening obstructive sleep apnea-hypopnea syndrome,” Sleep Medicine, no. 85, pp. 280-290, 09 2021. (EI、SCI)
13.
Y. C. Lo, I. F. Chung, S. N. Guo, M. C. Wen, and C. F. Juang*, “Cycle-Consistent GAN-based stain translation of renal pathology images with glomerulus detection application,” Applied Soft Computing, no. 98, article 106581, pp. 1-13, 01 2021. (EI、SCI)
14.
J. Chen*, H. Zhang, F. Tao, and C. F. Juang, “DT-II: Digital twin enhanced industrial internet reference framework towards smart manufacturing,” Robotics and Computer-Integrated Manufacturing, vol. Article 101881, no. 62, pp. 1-14, 04 2020. (EI、SCI)
15.
C. F. Juang* and T. B. Bui, “Reinforcement neural fuzzy surrogate-assisted multiobjective evolutionary fuzzy systems with robot learning control application,” IEEE Trans. Fuzzy Systems, vol. 3, no. 28, pp. 434-446, 03 2020. (EI、SCI)
16.
C. F. Juang*, C. H. Lin, and T. B. Bui, “Multiobjective rule-based cooperative continuous ant colony optimized fuzzy systems with a robot control application,” IEEE Trans. Cyber., vol. 2, no. 50, pp. 650-663, 02 2020. (EI、SCI)
17.
J. Cheng, C. F. Juang*, G. Mei, and W. Chen, “Design improvement for blackbody cavity sensor for continuous measurement of molten steel temperature,” IEEE Access, no. 7, pp. 184909-184922, 12 2019. (EI、SCI)
18.
C. F. Juang*, Y. H. Jhan, Y. M. Chen, and C. M. Hsu, “Evolutionary wall-following hexapod robot using advanced multi-objective continuous ant colony optimized fuzzy controller,” IEEE Trans. Cognitive and Developmental Systems, vol. 3, no. 10, pp. 585-594 , 09 2018. (EI、SCI)
19.
C. F. Juang* and Y. T. Yeh, “Multiobjective evolution of biped robot gaits using advanced continuous ant-colony optimized recurrent neural networks,” IEEE Trans. Cybernetics, vol. 7, no. 48, pp. 1910-1922, 06 2018. (EI、SCI)
20.
C. Y. Chou and C. F. Juang*, “Navigation of an autonomous wheeled robot in unknown environments based on evolutionary fuzzy control,” Inventions, vol. 1:3, no. 3, pp. 1-14, 03 2018.
21.
M. F. Wu, W. C. Huang, C. F. Juang*, K. M. Chang, C. Y. Wen, Y. H. Chen, C. Y. Lin, Y. C. Chen, and C. C. Lin, “A new method for self-estimation of the severity of obstructive sleep apnea using easily available measurements and neural fuzzy evaluation system,” IEEE Journal of Biomedical and Health Informatics, vol. 6, no. 21, pp. 1524-1532, 11 2017. (EI、SCI)
22.
C. F. Juang* and K. J. Juang, “Circuit implementation of a TSK-type interval type-2 neural fuzzy system with on-chip parameter tuning ability,” IEEE Trans. Industrial Electronics, vol. 5, no. 64, pp. 4266-4275, 05 2017. (EI、SCI)
23.
C. F. Juang*, T. L. Jeng, and Y. C. Chang, “An interpretable fuzzy system learned through online rule generation and multi-objective ACO with a mobile robot control application,” IEEE Trans. Cyber., vol. 12, no. 46, pp. 2706-2718, 12 2016. (EI、SCI)
24.
C. F. Juang, G. C. Chen, C. W. Liang, and D. Lee, “Stereo-camera-based object detection using fuzzy color histograms and a fuzzy classifier with depth and shape estimations,” Applied Soft Computing, no. 46, pp. 753-766, 09 2016. (EI、SCI)
25.
C. F. Juang* and P. H. Wang, “An interval type-2 neural fuzzy classifier learned through soft margin minimization and its human posture classification application,” IEEE Trans. Fuzzy Systems, vol. 5, no. 23, pp. 1474-1487, 10 2015. (EI、SCI)
26.
C. F. Juang*, M. G. Lai, and W. T. Zeng, “Evolutionary fuzzy control and navigation for two wheeled robots cooperatively carrying an object in unknown environments,” IEEE Trans. Cybernetics, vol. 9, no. 45, pp. 1731-1743, 09 2015. (EI、SCI)
27.
C. F. Juang*, W. Y. Cheng, and C. W. Liang, “Speedup of learning in interval type-2 neural fuzzy systems through graphic processing units,” IEEE Trans. Fuzzy Systems, vol. 4, no. 23, pp. 1286-1298, 08 2015. (EI、SCI)
28.
C. W. Liang and C. F. Juang*, “Moving object classification using local shape and HOG features in wavelet-transformed space with hierarchical SVM classifiers,” Applied Soft Computing, no. 28, pp. 483-497, 03 2015. (EI、SCI)
29.
C. W. Liang and C. F. Juang*, “Moving object classification using a combination of static appearance features and spatial and temporal entropy values of optical flows,” IEEE Trans. Intelligent Transportation Systems, vol. 6, no. 16, pp. 3453-3464, 01 2015. (EI、SCI)
30.
C. F. Juang*, Y. H. Chen, and Y. H. Jhan, “Wall-following control of a hexapod robot using a data-driven fuzzy controller learned through differential evolution,” IEEE Trans. Industrial Electronics , vol. 1, no. 62, pp. 611-619, 01 2015. (EI、SCI)
31.
C. F. Juang*, C. W. Hung, and C. H. Hsu, “Rule-based cooperative continuous ant colony optimization to improve the accuracy of fuzzy system design,” IEEE Trans. Fuzzy Systems, vol. 4, no. 22, pp. 723-735, 08 2014. (EI、SCI)
32.
C. F. Juang* and W. S. Jang, “A type-2 neural fuzzy system learned through type-1 fuzzy rules and its FPGA-based hardware implementation,” Applied Soft Computing, no. 18, pp. 302-313, 05 2014. (EI、SCI)
33.
C. F. Juang* and, W. C. Du, and T. C. Chen,, “Human body 3D posture estimation using significant points and two cameras,” Scientific World Journal, no. 2014, Article ID 670953, pp. 1-17, 05 2014. (EI、SCI)
34.
W. Y. Cheng and C. F. Juang*, “A fuzzy model with online incremental SVM and margin-selective gradient descent learning for classification problems,” IEEE Trans. Fuzzy Systems, vol. 2, no. 22, pp. 324-337, 04 2014. (EI、SCI)
35.
G. C. Chen and C. F. Juang*, “An accuracy-oriented self-splitting fuzzy classifier with support vector learning in high-order expanded consequent space,” Applied Soft Computing, no. 15, pp. 231-242, 02 2014. (EI、SCI)
36.
C. F. Juang* and C. Y. Chen, “An interval type-2 neural fuzzy chip with on-chip incremental learning ability for time-varying data sequence prediction and system control,” IEEE Trans. Neural Networks and Learning Systems, vol. 1, no. 25, pp. 216-228, 01 2014. (EI、SCI)
37.
C. F. Juang* and C. Y. Chen, “Data-driven interval type-2 neural fuzzy system with high learning accuracy and improved model interpretability,” IEEE Trans. Cybernetics, vol. 6, no. 43, pp. 1781-1795, 12 2013. (EI、SCI)
38.
39.
C. F. Juang* and K. J. Juang, “Reduced interval type-2 neural fuzzy system using weighted bound-set boundary operation for computation speedup and chip implementation,” IEEE Trans. Fuzzy Systems, vol. 3, no. 21, pp. 477-491, 06 2013. (EI、SCI)
40.
41.
C. F. Lu, C. H. Hsu, and C. F. Juang*, “Coordinated control of flexible AC transmission system devices using an evolutionary fuzzy lead-lag controller with advanced continuous ant colony optimization,” IEEE Trans. Power Systems, vol. 1, no. 28, pp. 385-392, 02 2013. (EI、SCI)
42.
C. H. Hsu and C. F. Juang*, “Evolutionary robot wall-following control using type-2 fuzzy controller with species-DE activated continuous ACO,” IEEE Trans. Fuzzy Systems, vol. 1, no. 21, pp. 100-112, 02 2013. (EI、SCI)
43.
C. N. Guan, C. F. Juang*, and G. C. Chen, “Face localization using fuzzy classifier with wavelet-localized focus color features and shape features,” Digital Signal Processing, vol. 6, no. 22, pp. 961-970, 12 2012. (EI、SCI)
44.
C. F. Juang and G. C. Chen, “A TS fuzzy system learned through a support vector machine in principal component space for real-time object detection,” IEEE Trans. Industrial Electronics, vol. 8, no. 59, pp. 3309-3320, 08 2012. (EI、SCI)
45.
C. F. Juang and C. D. Hsieh, “A fuzzy system constructed by rule generation and iterative linear SVR for antecedent and consequent parameter optimization,” IEEE Trans. Fuzzy Systems, vol. 2, no. 20, pp. 372-384, 04 2012. (EI、SCI)
46.
C. C. Tu and C. F. Juang*, “Recurrent type-2 fuzzy neural network using Haar wavelet energy and entropy features for speech detection in noisy environments,” Expert Systems with Applications, vol. 3, no. 39, pp. 2479-2488, 02 2012. (EI、SCI)
47.
C. F. Juang, Y. Y. Lin, and R. B. Huang, “Dynamic system modeling using a recurrent interval-valued fuzzy neural network and its hardware implementation,” Fuzzy Sets and Systems, vol. 1, no. 179, pp. 83-99, 09 2011. (EI、SCI)
48.
C. F. Juang, T. C. Chen, and W. Y. Cheng, “Speedup of implementing fuzzy neural networks with high-dimensional inputs through parallel processing on graphic processing units,” IEEE Trans. Fuzzy Systems, vol. 4, no. 19, pp. 717-728, 08 2011. (EI、SCI)
49.
C. F. Juang, Y. C. Chang, and C. M. Hsiao, “Evolving gaits of a hexapod robot by recurrent neural networks with symbiotic species-based particle swarm optimization,” IEEE Trans. Industrial Electronics, vol. 7, no. 58, pp. 3110-3119, 07 2011. (EI、SCI)
50.
C. F. Juang and Y. C. Chang, “Evolutionary group-based particle swarm-optimized fuzzy controller with application to mobile robot navigation in unknown environments,” IEEE Trans. Fuzzy Systems, vol. 2, no. 19, pp. 379-392, 04 2011. (EI、SCI)
51.
C. F. Juang and P. H. Chang, “Recurrent fuzzy system design using elite-guided continuous ant colony optimization,” Applied Soft Computing, vol. 2, no. 11, pp. 2687-2697, 03 2011. (EI、SCI)
52.
W. Y. Cheng and C. F. Juang*, “An incremental support vector machine-trained TS-type fuzzy system for on-line classification problems,” Fuzzy Sets and Systems, vol. 1, no. 163, pp. 24-44, 01 2011. (EI、SCI)
53.
C. F. Juang, Y. Y. Lin, and C. C. Tu, “A recurrent self-evolving fuzzy neural network with local feedbacks and its application to dynamic system processing,” Fuzzy Sets and Systems, vol. 19, no. 161, 10 2010. (EI、SCI)
54.
C. F. Juang, R. B. Huang, and W. Y. Cheng, “An interval type-2 fuzzy neural network with support vector regression for noisy regression problems,” IEEE Trans. Fuzzy Systems, vol. 4, no. 18, pp. 686-699, 08 2010. (EI、SCI)
55.
C. F. Juang and S. W. Chang, “Fuzzy system-based real-time face tracking in a multi-subject environment with a pan-tilt-zoom camera,” Expert Systems with Applications, vol. 6, no. 37, pp. 4526-4536, 06 2010. (EI、SCI)
56.
C. F. Juang and C. D. Hsieh, “A locally recurrent fuzzy neural network with support vector regression for dynamic system modeling,” IEEE Trans. Fuzzy Systems, vol. 2, no. 18, pp. 261-273, 04 2010. (EI、SCI)
57.
C. F. Juang and P. H. Chang, “Designing fuzzy rule-based systems using continuous ant colony optimization,” IEEE Trans. Fuzzy Systems, vol. 1, no. 18, pp. 138-149, 02 2010. (EI、SCI)
58.
C. F. Juang, C. M. Hsiao, and C. H. Hsu, “Hierarchical cluster-based multi-species particle swarm optimization for fuzzy system optimization,” IEEE Trans. Fuzzy Systems, vol. 1, no. 18, pp. 14-26, 02 2010. (EI、SCI)
59.
C. F. Juang and C. H. Hsu, “Reinforcement interval type-2 fuzzy controller design by on-line rule generation and Q-value-aided ant colony optimization,” IEEE Trans. Syst., Man, and Cyber., Part B: Cybernetics, vol. 6, no. 39, pp. 1528-1542, 12 2009. (EI、SCI)
60.
C. F. Juang and C. H. Hsu, “Reinforcement ant optimized fuzzy controller for mobile-robot wall-following control,” IEEE Trans. Industrial Electronics, vol. 10, no. 56, pp. 3931-3940, 10 2009. (EI、SCI)
61.
C. F. Juang, R. B. Huang and Y. Y. Lin, “A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing,” IEEE Trans. Fuzzy Systems, vol. 5, no. 17, pp. 1092-1105, 10 2009. (EI、SCI)
62.
C. F. Juang and C. D. Hsieh, “TS-fuzzy system based support vector regression,” Fuzzy Sets and Systems, vol. 17, no. 160, pp. 2486-2504, 09 2009. (EI、SCI)
63.
C. F. Juang, W. K. Sun and G. C. Chen, “Object detection by color histogram-based fuzzy classifier with support vector learning,” Neurocomputing, vol. 10-12, no. 72, pp. 2464-2476, 06 2009. (EI、SCI)
64.
C. F. Juang and C. M. Lu, “Ant colony optimization incorporated with fuzzy Q-learning for reinforcement fuzzy control,” IEEE Trans. Syst., Man, and Cyber., Part A: Systems and Humans, vol. 3, no. 39, pp. 597-608, 05 2009. (EI、SCI)
65.
C. F. Juang and C. Y. Wang, “A self-generating fuzzy system with ant and particle swarm cooperative optimization,” Expert Systems with Applications, vol. 3P1, no. 36, pp. 5362-5370, 04 2009. (EI、SCI)
66.
C. F. Juang, C. L. Lai and C. C. Tu, “Dynamic programming prediction errors of recurrent neural fuzzy networks for speech recognition,” Expert Systems with Applications, vol. 3P2, no. 36, pp. 6368-6374, 04 2009. (EI、SCI)
67.
C. F. Juang and C. D. Hsieh, “Fuzzy C-means based support vector machine for channel equalization,” Int. Journal of General Systems, vol. 3, no. 3, pp. 273-289, 04 2009. (EI、SCI)
68.
C. F. Juang and C. H. Hsu, “Reinforcement self-organizing fuzzy control using ant colony optimization,” Int. Journal of Computational Intelligence in Control, vol. 1, no. 1, pp. 15-21, 01 2009.
69.
C. F. Juang, C. M. Chang, J. R. Wu, and D. M. Lee, “Computer vision-based human body segmentation and posture estimation,” IEEE Trans. Syst., Man, and Cyber., Part A: Systems and Humans, vol. 1, no. 39, pp. 119-133, 01 2009. (EI、SCI)
70.
C. F. Juang, C. N. Cheng, and T. M. Chen, “Speech detection in noisy environments by wavelet energy-based recurrent neural fuzzy network,” Expert Systems with Applications, vol. 1, no. 36, pp. 321-332, 01 2009. (EI、SCI)
71.
C. F. Juang and Y. W. Tsao, “A self-evolving interval type-2 fuzzy neural network with on-line structure and parameter learning,” IEEE Trans. Fuzzy Systems, vol. 6, no. 16, 12 2008. (EI、SCI)
72.
C. F. Juang and Y. W. Tsao, “A type-2 self-organizing neural fuzzy system and its FPGA implementation,” IEEE Trans. Syst., Man, and Cyber., Part B: Cybernetics, vol. 6, no. 38, pp. 1537-1548, 12 2008. (EI、SCI)
73.
C. F. Juang and C. Lo, “Zero-order TSK-type fuzzy system learning using a two-phase swarm intelligence algorithm,” Fuzzy Sets and Systems, vol. 21, no. 159, pp. 2910-2926, 11 2008. (EI、SCI)
74.
C. F. Juang and S. J. Shiu, “Using self-organizing fuzzy network with support vector learning for face detection in color images,” Neurocomputing., vol. 16-18, no. 71, pp. 3409-3420, 10 2008. (EI、SCI)
75.
C. F. Juang and L. T. Chen, “Moving object recognition by a shape-based neural fuzzy network,” Neurocomputing, vol. 13-15, no. 71, pp. 2937-2949, 08 2008. (EI、SCI)
76.
C. F. Juang, “A symbiotic genetic algorithm with local-and-global mapping search for reinforcement fuzzy control,” Journal of Intelligent & Fuzzy Systems, vol. 2, no. 19, pp. 103-114, 04 2008. (EI、SCI)
77.
C. F. Juang, C. M. Lu, C. Lo, and C. Y. Wang, “Ant colony optimization algorithm for fuzzy controller design and its FPGA implementation,” IEEE Trans. Industrial Electronics, vol. 3, no. 55, pp. 1453-1462, 03 2008. (EI、SCI)
78.
C. F. Juang and T. M. Chen, “Birdsong recognition using prediction-based recurrent neural fuzzy networks,” Neurocomputing, vol. 1-3, no. 71, pp. 121-130, 12 2007. (EI、SCI)
79.
C. F. Juang and C. I. Lee, “A fuzzified neural fuzzy inference network for handling both linguistic and numerical information simultaneously,” Neurocomputing, vol. 1-3, no. 71, pp. 342-352, 12 2007. (EI、SCI)
80.
C. F. Juang and C. Lo, “Fuzzy systems design by clustering-aided ant colony optimization for plant control,” Int. Journal of General Systems, vol. 6, no. 36, pp. 623-641, 12 2007. (EI、SCI)
81.
C. F. Juang, S. H. Shiu, and S. J. Shiu, “Fuzzy systems learned through fuzzy clustering and support vector machine for human skin color segmentation,” IEEE Trans. Syst., Man, and Cyber., Part A: Systems and Humans, vol. 6, no. 37, pp. 1077-1087, 11 2007. (EI、SCI)
82.
C. F. Juang and C. M. Chang, “Human body posture classification by a neural fuzzy network and home care system application,” IEEE Trans. Syst., Man, and Cyber., Part A: Systems and Humans, vol. 6, no. 37, pp. 984-994, 11 2007. (EI、SCI)
83.
C. F. Juang, H. S. Permg and S. H. Chiu, “Block histogram-based neural fuzzy approach to the segmentation of skin colors,” Journal of Information Science and Engineering, vol. 6, no. 23, pp. 183-201, 11 2007. (EI、SCI)
84.
C. F. Juang, S. H. Chiu, and S. W. Chang, “A self-organizing TS-type fuzzy network with support vector learning and its application to classification problems,” IEEE Trans. Fuzzy Systems, vol. 5, no. 15, pp. 998-1008, 10 2007. (EI、SCI)
85.
C. F. Juang and I. F. Chung, “Recurrent fuzzy network design using hybrid evolutionary learning algorithms,” Neurocomputing, no. 70, pp. 3001-3010, 10 2007. (EI、SCI)
86.
C. F. Juang, I. F. Chung and C. H. Hsu, “Automatic construction of feedforward/recurrent fuzzy systems by clustering-aided simplex particle swarm optimization,” Fuzzy Sets and Systems, vol. 18, no. 158, pp. 1979-1996, 09 2007. (EI、SCI)
87.
C. F. Juang, C. T. Chiou, and C. L. Lai, “Hierarchical singleton-type recurrent neural fuzzy networks for noisy speech recognition,” IEEE Trans. Neural Networks, vol. 3, no. 18, pp. 833-843, 05 2007. (EI、SCI)
88.
C. F. Juang and J. S. Chen, “A recurrent neural fuzzy network based inverse modeling method for a temperature system control,” IEEE Trans. Syst., Man, and Cyber., - Part C: Applications and Reviews, vol. 3, no. 37, pp. 410-417, 05 2007. (EI、SCI)
89.
F. B.Duh and C. F. Juang, “Radar pulse compression for point target and distributed target using neural network,” Journal of Information Science and Engineering, vol. 1, no. 23, pp. 183-201, 01 2007. (EI、SCI)
90.
(*Highly Cited Paper) C. F. Juang and J. S. Chen, “Water bath temperature control by a recurrent fuzzy controller and its FPGA implementation,” IEEE Trans. Industrial Electronics, vol. 3, no. 53, pp. 941-949 , 06 2006. (EI、SCI)
91.
C. F. Juang, “Simultaneous structure and parameter design of fuzzy systems by hybridizing multi-group genetic algorithm and particle swarm optimization,” Journal of Intelligent and Fuzzy Systems, vol. 2, no. 17, pp. 83-93, 04 2006. (EI、SCI)
92.
C. F. Juang and C. F. Lu, “Load frequency control by hybrid evolutionary fuzzy PI controller,” IEE Proc. Generation, Transmission & Distribution, vol. 2, no. 153, pp. 196-204 , 03 2006. (EI、SCI)
93.
C. F. Juang, S. T. Huang, and F. B. Duh, “Mold temperature control of a rubber injection molding machine by TSK-type recurrent neural fuzzy network,” Neurocomputing, vol. 1-3, no. 70, pp. 559-567, 01 2006. (EI、SCI)
94.
C. F. Juang and C. H. Hsu, “Temperature control by chip-implemented adaptive recurrent fuzzy controller designed by evolutionary algorithm,” IEEE Trans. Circuits and Systems-I: Regular Papers, vol. 11, no. 52, pp. 2376-2384, 11 2005. (EI、SCI)
95.
C. F. Juang and C. F. Lu, “Power system load frequency control by genetic fuzzy gain scheduling controller,” Journal of Chinese Institute of Engineers, vol. 6, no. 28, pp. 1013-1018, 10 2005. (EI、SCI)
96.
C. F. Juang and K. C. Ku, “A recurrent fuzzy network for fuzzy temporal sequence processing and gesture recognition,” IEEE Trans. Syst., Man, and Cyber., Part B: Cybernetics, vol. 3, no. 35, pp. 646-658, 08 2005. (EI、SCI)
97.
C. F. Lu and C. F. Juang, “Evolutionary fuzzy control of flexible AC transmission system,” IEE Proc. Generation, Transmission & Distribution, vol. 4, no. 152, pp. 441-448, 07 2005. (EI、SCI)
98.
C. F. Juang, “Combination of on-line clustering and Q-value based GA for reinforcement fuzzy system design,” IEEE Trans. Fuzzy Systems, vol. 3, no. 13, pp. 289-302, 06 2005. (EI、SCI)
99.
C. F. Juang, “Genetic recurrent fuzzy system by coevolutionary computation with divide-and-conquer technique,” IEEE Trans. Syst., Man, and Cyber., Part C: Applications and Reviews, vol. 2, no. 35, pp. 249-254, 05 2005. (EI、SCI)
100.
(*Highly Cited Paper) C. F. Juang, “A hybrid of genetic algorithm and particle swarm optimization for recurrent network design,” IEEE Trans. Syst., Man, and Cyber., Part B: Cybernetics, vol. 2, no. 34, pp. 997-1006, 04 2004. (EI、SCI)
101.
C. F. Juang, “Temporal problems solved by dynamic fuzzy network based on genetic algorithm with variable-length chromosomes,” Fuzzy Sets and Systems, vol. 2, no. 142, pp. 199-219, 03 2004. (EI、SCI)
102.
F. B. Duh, C. F. Juang, and C. T. Lin, “A neural fuzzy network approach to radar pulse compression,” IEEE Trans. Geoscience and Remote Sensing Letters, vol. 1, no. 1, pp. 15-20, 01 2004. (EI、SCI)
103.
C. F. Juang and S. J. Ku, “A prediction-based recurrent neural fuzzy network for temporal sequence recognition,” Journal Of Engineering, NCHU, vol. 2, no. 14, pp. 115-122, 07 2003.
104.
C.F. Juang, “Automatic building approach to special Takagi-Sugeno fuzzy network for unknown plant modeling and stable control,” Asian Journal of Control, vol. 2, no. 5, pp. 176-186, 06 2003. (EI、SCI)
105.
(*Highly Cited Paper) C.F. Juang, “A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms,” IEEE Trans. Fuzzy Systems, vol. 2, no. 10, pp. 155-170, 04 2002. (EI、SCI)
106.
C.F. Juang and C.T. Lin, “Noisy speech processing by recurrently adaptive fuzzy filter,” IEEE Trans. Fuzzy Systems, vol. 1, no. 9, pp. 139-152, 02 2001. (EI、SCI)
107.
(*Highly Cited Paper) C.F. Juang, J.Y. Lin and C.T. Lin, “Genetic reinforcement learning through symbiotic evolution for fuzzy controller design,” IEEE Trans. Syst., Man, Cybern., Part B: Cybernetics, vol. 2, no. 30, pp. 290-302, 04 2000. (EI、SCI)
108.
C. T. Lin, C.F. Juang, and C.P. Li, “Water bath temperature control with a neural fuzzy inference network,” Fuzzy Sets and Systems, vol. 2, no. 111, pp. 285-306, 04 2000. (EI、SCI)
109.
C. T. Lin, C.F. Juang, and C.P. Li, “Temperature control with a neural fuzzy inference network,” IEEE Trans. Syst., Man, Cybern., Part C: Applications and Reviews, vol. 3, no. 29, pp. 440-451, 08 1999. (EI、SCI)
110.
(*Highly Cited Paper) C.F. Juang and C.T. Lin, “A recurrent self-organizing neural fuzzy inference network,” IEEE Trans. Neural Networks, no. 10, pp. 828-845, 07 1999. (EI、SCI)
111.
C.T. Lin, C.F. Juang and J.C. Huang, “Temperature control of rapid thermal processing system using adaptive fuzzy network,” Fuzzy Sets and Systems, no. 103, pp. 49-65, 1999. (EI、SCI)
112.
(*Highly Cited Paper) C.F. Juang and C.T. Lin, “An on-line self-constructing neural fuzzy inference network and its applications ,” IEEE Trans. Fuzzy Systems, vol. 1, no. 6, pp. 12-32, 02 1998. (EI、SCI)
113.
C.T. Lin and C.F. Juang, “An adaptive neural fuzzy filter and its applications,” IEEE Trans. Syst., Man, Cybern. Part B: Cybernetics, no. 27, pp. 635-656, 08 1997. (EI、SCI)
114.
C.F. Juang and C.T. Lin, “Self-organizing neural fuzzy inference network for indentification and control,” Journal of Control Systems and Technology, vol. 4, no. 4, pp. 269-280, 01 1996. (EI)
● Conference Paper
1.
Y. M. Lin, C. F. Juang, and G. R. Pan, “Fuzzy neural network with deep features for posture classification,” Proc. CACS Int. Automatic Control Conf., 11 2020. Hsinchu, Taiwan,
2.
T. S. Hung, C. F. Juang, and C. J. Chen, “Human hand posture 3D tracking using a monocular camera with robot imitation application,” Proc. CACS Int. Automatic Control Conf, 11 2020. Hsinchu, Taiwan,
3.
C. H. Sit, C. F. Juang, and T. H. Chien, “3D printed robotic arm for object gripping using vision-based mask R-CNN and inverse kinematics,” Proc. CACS Int. Automatic Control Conf, 11 2020. Hsinchu, Taiwan,
4.
H. C. Wang and C. F. Juang, “Detection and segmentation of defects on flexible printed circuit boards using deep learning,” Proc. CACS Int. Automatic Control Conf, 11 2020. Hsinchu, Taiwan,,
5.
C. F. Juang, C. Y. Chou, and Y. S. Yang, “Map-free path planning of a fuzzy-controlled mobile robot in unknown environments,” Proc. Int. Conf. System Science and Eng., 08 2020. Kagawa, Japan,
6.
Y. W. Lai, L. C. Yen, C. H. Sit, and C. F. Juang, “Human-robot arm interaction through image recognition and deep learning,” Proc. Nat. Symp. Systems Science and Engineering, pp. 1-5, 06 2020. Taichung, Taiwan,
7.
H. C. Peng, C. F. Juang, and B. R. He, “Autonomous feedforward gait generation of a hexapod robot through evolutionary central pattern generator,” Proc. CACS Int. Automatic Control Conf., 11 2019. Keelung, Taiwan,
8.
S. N. Guo, C. F. Juang, and W. S. Chen, “Inspection of flexible printed circuit board line defects using deep learning,” Proc. Int. Conf. Fuzzy Theory and Its Applications, 11 2019. New Taipei City, Taiwan,
9.
C. Y. Chou, C. F. Juang, and C. H. Lu, “Target seeking control of mobile robot using fuzzy PID controllers,” Proc. Int. Conf. Advanced Robotics and Intelligent Systems, 08 2019. Taipei, Taiwan,
10.
H. J. Jiang, C. F. Juang, and I. F. Chung, “Locating the significant points of human body in images using geometric characteristic and color information,” Proc. Int. Conf. Advanced Technology Innovation, 07 2019. Hokkaido, Japan,
11.
H. A. Lin, T. T. Tseng, C. F. Juang, G. C. Chen, “Object localization and segmentation using hybrid features and fuzzy classifiers with a small training set from an RGB-D camera,” Proc. Int. Conf. Advanced Computational Intelligence, pp. 239-243, 06 2019. Guilin, China,
12.
Y. C. Lo, C. F. Juang, I. F. Chung, S. N. Guo, M. L. Huang, M. C. Wen, C. J. Lin, and H. Y. Lin, “Glomerulus detection on light microscopic images of renal pathology with the faster R-CNN,” Proc. 25th Int. Conf. on Neural Information Processing,, pp. 369-377, 12 2018. Siem Reap, Cambodia,
13.
I. T. Chen, H. C. Peng, and C. F. Juang, “On the introduction of FPGA experiments into DSP teaching innovation: An FIR lowpass filter design example,” Proc. Conf. Applications of Innovation & Invention, pp. 80-84, 11 2018. Taichung, Taiwan,
14.
S. N. Guo, C. F. Juang, and W. E. Ni, “Classification of line defect images in flexible printed circuits using a deep convolutional neural network,” Proc. the 26th National Conf. Fuzzy Theory and Its Applications, 11 2018. Taoyuan, Taiwan,
15.
C. F. Juang, Y. J. Chen, and C. M. Hsu, “Evolutionary multiobjective interval type-2 fuzzy controller for system control,” Proc. CACS Int. Automatic Control Conf., 11 2018. Taoyuan, Taiwan,
16.
C. F. Juang, Y. C. Chang, H. C. Peng, and C. Y. Chou, “Evolutionary recurrent neural network-based gait control of a hexapod robot,” Proc. Int. Conf. Advanced Robotics and Intelligent Systems, 09 2018. Taipei, Taiwan,
17.
C. F. Juang, Y. C. Chang, and I. F. Chung, “Evolutionary hexapod robot gait control using a new recurrent neural network learned through group-based hybrid metaheuristic algorithm,” Proc. The Genetic and Evolutionary Computation Conference, 07 2018. Tokyo, Japan,
18.
C. F. Juang, W. C. Chiang, C. W. Chang, and W. E. Ni, “A parsimonious fuzzy classifier learned through support vector machine and margin selective gradient descent,” Proc. Int. Conf. Fuzzy Theory and Its Applications, 11 2017. Pingtung, Taiwan,
19.
C. Y. Chou and C. F. Juang, “Mobile robot localization using particle filtered fusion of StarGazer sensor and encoders,” Proc. CACS Int. Automatic Control Conf., 11 2017. Pingtung, Taiwan,
20.
C. F. Juang,Y. T. Yeh, and K. Y. Tang, “Evolutionary recurrent neural network-based central pattern generator for NAO robot gait control,” Proc. Int. Conf. Advanced Robotics and Intelligent Systems, 09 2017. Taipei, Taiwan ,
21.
M. Z. Lai, C. F. Juang, I. F. Chung, “Evolutionary fuzzy control of three robots cooperatively carrying an object for wall following through fusion of continuous ACO and PSO,” Proc. Int. Conf. Swarm Intelligence (in Book: Advances in Swarm Intelligence, Springer), pp. 225-232, 07 2017. Fukuoka, Japan,
22.
C. A. Huang and C. F. Juang, “Evolutionary fuzzy control of two cooperative object-carrying wheeled robots for wall following through multi-objective continuous ACO,” Proc. Joint World Conf. of Int. Fuzzy Systems Assoc. and Int. Conf. Soft Computing and Intelligent Systems, pp. 1-3, 06 2017. Otsu, Shiga, Japan,
23.
H. J. Jiang, C. F. Juang, and G. J. Wang, “Indoors human body segmentation and significant point localization,” Proc. Nat. Symp. Systems Science and Engineering, pp. 87-90, 05 2017. Taipei, Taiwan,
24.
T. B. Bui and C. F. Juang, “Navigation of mobile robot in unknown environments using fuzzy controller with multiobjective ant colony optimization,” Proc. CACS Int. Automatic Control Conf., pp. 309, 11 2016. Taichung, Taiwan,
25.
C. F. Juang, C. M. Hsu, Y. M. Chen, C. F. Lu, and Y. L. Weng, “Data-driven multiobjective particle swarm optimized fuzzy controller for hexapod robot control,” Proc. Int. Conf. Fuzzy Theory and Its Applications, pp. 131, 11 2016. Taichung, Taiwan,
26.
F. S. Fang, C. F. Lu, Y. L. Weng, C. F. Juang, and C. A. Huang, “On the introduction of industry 4.0 technique and type-2 fuzzy neural network into the prediction of abnormal boiler drum water level in a thermal power plant,” Proc. Automation , pp. 1-6, 11 2016. Taichung, Taiwan,
27.
C. F. Juang and Y. C. Chang, “Data-driven interpretable fuzzy controller design through mult-objective genetic algorithm,” Proc. IEEE Int. Conf. Syst., Man, and Cyber., pp. 2403-2408, 10 2016. Budapest, Hungary,
28.
G. C. Chen, C. F. Juang, and I. F. Chung, “Object detection using color entropy-based fuzzy classifier with expanded consequent space,” Proc. Joint 8th Int. Conf. Soft Computing and Intelligent Systems and 17th Int. Symp. Advanced Intelligent Systems, pp. 955-957, 08 2016. Sappora, Hokkiaido, Japan,
29.
C. F. Juang,Y. H. Jhan, and Y. M. Chen, “Hexapod robot multi-objective wall-following fuzzy control learned through non-dominated sorting genetic algorithm,” Proc. Int. Conf. Advanced Robotics and Intelligent Systems, pp. 1, 08 2016. Taipei, Taiwan,
30.
M. G. Lai, W. T. Zeng, and C. F. Juang, “Navigation for two fuzzy controlled cooperative object-carrying robots in concave maps with the consideration of dead-cycle problem,” Proc. IEEE Int. Conf. Fuzzy Systems, pp. 1905-1909, 07 2016. Vancouver, Canada,
31.
C. F. Juang and C. W. Hung, “Evolutionary interval type-2 fuzzy systems using continuous ant colony optimization algorithms,” Proc. IEEE Conf. Industrial Electronics and Applications, pp. 26-31, 06 2016. Hefei, China,
32.
C. H. Lin, Y. C. Chang, and C. F. Juang, “Data-driven multi-objective continuous ant colony optimized fuzzy controller for wheeled robot motion control,” Proc. Int. Conf. Fuzzy Theory and Its Applications, pp. 44, 11 2015. Yilan, Taiwan,
33.
W. T. Zeng, C. F. Juang, and C. J. Lin, “Wall following control of object-carrying robots using particle swarm optimized FC through reinforcement signals,” Proc. IEEE Int. Conf. System Science and Engineering, pp. 335-342, 07 2015. Morioka, Japan,
34.
C. F. Juang, W. Y. Cheng, and C. W. Liang, “GPU implementation of interval type-2 neural fuzzy systems,” Proc. Int. Conf. Fuzzy Theory and Its Applications, pp. 190, 11 2014. Taiwan,
35.
Z. Y. Yang, and C. F. Juang, “Evolutionary locomotion control of a hexapod robot using particle swarm optimized fuzzy controller,” Proc. IEEE Int. Syst., Man, and Cyber., pp. 3919-3924, 10 2014. (EI)San Diego, CA, USA,
36.
C. F. Juang and C. H. Hsu, “Structure and parameter optimization of FNNs using multi-objective ACO for control and prediction,” Proc. IEEE Int. Conf. Fuzzy Systems, pp. 928-933, 07 2014. (EI)Beijing, China,
37.
Z. Y. Yang, and C. F. Juang, and Y. H. Jhan, “Hexapod robot wall-following control using a fuzzy controller,” Proc. IEEE Conf. Control and Automation, pp. 574-578, 06 2014. (EI)Taichung, Taiwan,
38.
C. F. Juang and G. C. Chen, “A high-order fuzzy classifier learned through clustering and gradient descent algorithm for classification problems,” Proc. IEEE Conf. Industrial Electronics and Applications, pp. 226-230, 06 2014. (EI)Hangzhou, China,
39.
C. F. Juang, W. T. Zeng, C. W. Liang, and W. Y. Cheng, “Fuzzy control of an e-puck mobile robot through particle swarm optimization with reinforcement signals,” Proc. Of the 21st National Conf. On Fuzzy Theory and Its Applications, pp. 25-29, 12 2013. Taipei, Taiwan,
40.
C. H. Hsu, C. F. Juang, and Y. H. Jhan, “Evolutionary fuzzy control using rule-based multi-objective genetic algorithms,” Proc. Int. Conf. Fuzzy Theory and Its Applications, pp. 391-396, 12 2013. (EI)Taiwan,
41.
C. F. Juang, C. Y. Chen, and P. H. Wang, “An interval type-2 fuzzy neural network with structure learning and rule-ordered gradient descent algorithm for function approximation,” Proc. Nat. Symp. Systems Science and Engineering, pp. 646-650, 06 2013. New Taipei City,
42.
K. J. Juang, C. F. Juang, and B. X. Wang, “A self-organizing interval type-2 neural fuzzy system with simplified type-reduction operation,” Proc. Of the 20th National Conf. On Fuzzy Theory and Its Applications, pp. 26-31, 11 2012. Taichung, Taiwan,
43.
M. K. Tseng, C. F. Juang, G. C. Chen, and W. J. Jiang, “Human hand gesture recognition using fuzzy neural networks,” Proc. Of the 20th National Conf. On Fuzzy Theory and Its Applications, pp. 53-57, 11 2012. Taichung, Taiwan,
44.
G. C. Chen and C. F. Juang, “Fuzzy classifier with support vector learning for image retrieval using a specified object,” Proc. IEEE Int. Syst., Man, and Cyber., pp. 2706-2710, 10 2012. (EI)Seoul, Korea,
45.
C. F. Juang, C. W. Liang, C. L. Lee, and I. F. Chung, “Vision-based human body posture recognition using support vector machines,” Proc. the 4th Int. Conf. Awareness Science and Technology, pp. 150-155, 08 2012. Seoul, Korea,
46.
C. S. Chang, C. C. Chen, and C. F. Juang, “Vision-based 3D head pose tracking using fuzzy classifier-based face segmentation and silhouette volume intersection,” Proc. Int. Conf. Fuzzy Theory and Its Applications, 01 2012. (EI)Taiwan,
47.
C. H. Hsu and C. F. Juang, “Continuous ant optimized type-2 fuzzy controller for accurate mobile robot wall-following control,” Proc. Int. Conf. Fuzzy Theory and Its Applications, pp. 187-191, 01 2012. (EI)Taiwan,
48.
C. H. Hsu and C. F. Juang, “PSO-designed fuzzy controller for wall-following control of intelligent human symbiotic service robots,” Proc. Int. Conf. Service and Interactive Robotics, pp. 139-142, 11 2011. Taichung, Taiwan,
49.
C. C. Liao, C. F. Juang, and C. H. Hsu, “Fuzzy control of flexible AC transmission systems through rule-based cooperative particle swarm optimization,” Proc. Of the 19th National Conf. On Fuzzy Theory and Its Applications, 11 2011. Taiwan, R.O.C.,
50.
C. Y. Chen, C. F. Juang, and K. J. Juang, “FPGA implementation of interval type-2 fuzzy systems with simplified type-reduction operation,” Proc. Of the 19th National Conf. On Fuzzy Theory and Its Applications, 11 2011. Taiwan, R.O.C.,
51.
C. H. Hsu and C. F. Juang, “Self-organizing interval type-2 fuzzy Q-learning for reinforcement fuzzy control,” Proc. IEEE Int. Conf. On Syst., Man, and Cyber., pp. 2033-2038, 10 2011. USA,
52.
G. C. Chen and C. F. Juang, “Vision-based real-time detection of objects with non- homogeneous color distributions using a fuzzy classifier,” Proc. Society of Instrument and Control Engineers (SICE) 2011 Annual Conference, pp. 2817-2821, 09 2011. Tokyo, Japan,
53.
C. F. Juang and R. B. Huang, “A Mamdani-type recurrent interval type-2 fuzzy neural network for identification of dynamic systems with measurement noise,” Proc. Of 18th IFAC World Congress, pp. 8975-8980, 08 2011. Italy,
54.
L. H. Sui, G. C. Chen, and C. F. Juang, “Vision-based biped robot localization and multicolored target seeking,” Proc. Nat. Symp. System Science and Engineering, 06 2011. Nantou, Taiwan,
55.
C. D. Hsieh and C. F. Juang, “Splitting K-means generated neural fuzzy system with support vector regression,” Proc. IEEE Int. Conf. Fuzzy Systems, pp. 1417-1421, 06 2011. Taipei, Taiwan,
56.
C. F. Juang, Y. C. Chang, C. H. Hsu, and I. F. Chung, “Fuzzy controller design using group-crossover particle swarm optimization for truck reversing control,” Proc. IEEE Int. Conf. Fuzzy Systems, pp. 2664-2667, 06 2011. Taipei, Taiwan,
57.
Y. C. Chang, C. F. Juang, and C. H. Hsu, “Fuzzy controller design by hybrid GA and PSO with reinforcement wheeled mobile robot navigation application,” Proc. Of the 18th National Conf. On Fuzzy Theory and Its Applications, pp. 353-357, 12 2010. Taiwan, R.O.C.,
58.
C. F. Juang, C. F. Lu, and P. H. Chang, “Dynamic plant control using recurrent fuzzy controller with ant colony optimization in real space,” Proc. IEEE Int. Conf. On Syst., Man, and Cyber., pp. 1134-1138, 10 2010. (EI) Istanbul, Turkey,
59.
C. F. Juang, C. F. Lu, C. M. Hsiao, and C. H. Hsu, “Fuzzy control of nonlinear plants through rule-based cooperative particle swarm optimization,” Proc. Society of Instrument and Control Engineers (SICE) 2010 Annual Conference, pp. 2094-2096, 08 2010. (EI)Taipei, Taiwan,
60.
I. F. Chung, C. F. Juang and C. D. Hsieh, “Support vector-trained recurrent fuzzy system,” Proc. IEEE Int. Conf. Fuzzy Systems, pp. 2965-2969, 07 2010. (EI)Barcelona, Spain,
61.
C. F. Juang, W. Y. Cheng, and T. C. Chen, “Batch support vector machine-trained fuzzy classifier with channel equalization application,” Proc. 5th IEEE Conf. Industrial Electronics and Applications, pp. 582-586, 06 2010. (EI)Taichung, Taiwan,
62.
F. Juang, C. D. Hsieh, and J. L. Hong, “Fuzzy clustering-based neural fuzzy network with support vector regression,” Proc. 5th IEEE Conf. Industrial Electronics and Applications, pp. 576-581, 06 2010. (EI) Taichung, Taiwan,
63.
C. F. Juang, Y. S. Huang, and W. Y. Cheng, “Flower segmentation and classification using neural fuzzy system with color and contour features,” Proc. Of the 17th National Conf. On Fuzzy Theory and Its Applications, pp. 420-424, 12 2009. Kaohsiung, Taiwan,
64.
C. F. Juang, J. R. Wu, and J. L. Lee, “Human posture sequence classification using recurrent fuzzy neural networks,” Proc. Of the 17th National Conf. On Fuzzy Theory and Its Applications, pp. 425-430, 11 2009. Kaohsiung, Taiwan,
65.
C. F. Lu, C. F. Juang, C. H. Hsu, and K. R. Gau, “Application of fuzzy control on the coordination of thyristor controlled series capacitors in multi-machine power system,” Proc. Of the 30th Symposium on Electrical Power Engineering, 11 2009. Taiwan,
66.
H. Y. Lin, L. W. Huang, J. S. Taur, and C. F. Juang, “Human objects segmentation using disparity image sequences,” Proc. CACS Int. Automatic Control Conf., 11 2009. Taipei, Taiwan,
67.
C. F. Juang and C. H. Hsu, “An evolutionary mobile robot for wall following locomotion control using interval type-2 fuzzy controller,” Proc. CACS Int. Automatic Control Conf., 11 2009. Taipei, Taiwan,
68.
C. F. Juang and G. C. Chen, “A computer vision-based automatic object detection system with new color feature for smart house,” Proc. CACS Int. Automatic Control Conf., 10 2009. Taipei, Taiwan,
69.
C. F. Juang, C. H. Hsu, and C. F. Chuang, “Reinforcement self-organizing interval type-2 fuzzy system with ant colony optimization,” Proc. IEEE Int. Conf. On Syst., Man, and Cyber., pp. 787-792, 10 2009. TX, USA,
70.
C. F. Juang, C. N. Cheng, and C. C. Tu, “Wavelet energy-based support vector machine for noisy word boundary detection with speech recognition application,” Proc. 21st Conf. Computational Linguistics and Speech Processing, pp. 21-29, 09 2009. Taichung, Taiwan,
71.
C. F. Juang, Y. Y. Lin, and I. F. Chung, “Dynamic system identification using a type-2 recurrent fuzzy neural network,” Proc. Of the 7th Asian Control Conf., pp. 768-772, 08 2009. (EI)Hong Kong, China,
72.
C. F. Juang, C. H. Hsu, and B. H. Chang, “Reinforcement ant fuzzy system for simulated truck backing control,” Proc. Of the 16th National Conf. On Fuzzy Theory and Its Applications, pp. 158-161, 12 2008. Chung-Li, Taiwan, R.O.C.,
73.
C. F. Juang, C. N. Cheng, and C. C. Tu, “Recurrent neural fuzzy network for word boundary detection using hybrid wavelet and time domain features,” Proc. Of the 16th National Conf. On Fuzzy Theory and Its Applications, pp. 351-355, 12 2008. Chung-Li, Taiwan, R.O.C.,
74.
C. F. Juang and C. D. Hsieh, “TS-fuzzy system design by fuzzy clustering and support vector regression for noisy function approximation,” Proc. CACS Int. Automatic Control Conf., 11 2008. Tainan, Taiwan,
75.
C. F. Juang, C. F. Lu and Y. W. Tsao, “A self-evolving interval type-2 fuzzy neural network for nonlinear systems identification,” Proc. Of 17th IFAC World Congress, pp. 7588-7593, 07 2008. Seoul, Korea,
76.
C. F. Juang, Y. P. Kang, and C. Lo, “Fuzzy controller design by clustering-aided ant colony optimization,” Proc. Of 17th IFAC World Congress, pp. 12297-12302, 07 2008. Seoul, Korea,
77.
S. X. Chen, C. F. Juang and W. Y. Zheng, “Fuzzy rule-based backpropagation neural network constructed by divide-and-conquer technique,” Proc. The 16th National Conf. Automation Technology, pp. 787-791, 06 2008. Kaohsiung, Taiwan,
78.
C. F. Juang, Y. W. Tsao, and Y. Y. Lin, “A type-2 fuzzy neural network for on-line time-varying plant modeling,” Proc. The 16th National Conf. Automation Technology, pp. 82-86, 06 2008. Kaohsiung, Taiwan,
79.
W. Y. Lin, C. F. Juang and W. Y. Zheng, “A self-organizing fuzzy rule-based neural network,” Proc. National Symp. System Science and Engineering , 06 2008. I-Lan, Taiwan,
80.
C. F. Juang and C. M. Lu, “Reinforcement fuzzy control using ant colony optimization,” Proc. IEEE Int. Conf. On Syst., Man, and Cyber, pp. 927-931, 01 2008. (EI)Singapore,
81.
C. F. Juang and C. D. Hsieh, “Fuzzy C-means based support vector machine for classification,” Proc. Of CACS Int. Automatic Control Conf., pp. 75-78, 11 2007. Taichung, Taiwan,
82.
C. F. Juang and S. W. Chang, “Real-time face tracking with a pan-tilt-zoom camera using fuzzy systems for homecare system,” Proc. Of CACS Int. Automatic Control Conf., pp. 464-468, 11 2007. Taichung, Taiwan,
83.
C. F. Juang, H. J. Huang and C. M. Lu, “Fuzzy controller design by ant colony optimization,” Proc. of IEEE Int. Conf. Fuzzy Systems, pp. 29-33, 07 2007. (EI)London, UK,
84.
C. F. Juang, C. H. Hsu, and C. D. Hsieh, “Temperature control by recurrent fuzzy network designed via clustering aided swarm intelligencex,” Proc. Of IEEE Int. Conf. On Systems, Man, and Cybernetics, 10 2006. (EI)Taiwan,
85.
C. F. Juang, S. T. Huang, and Y. C. Liou, “Temperature control of a rubber shoot shaping machine by recurrent neural fuzzy controller,” Prof. of IEEE & INNS Int. Joint Conf. Neural Networks, pp. 10085-10089, 07 2006. (EI)Canada,
86.
C. F. Juang, C. I. Lee, and T. J. Chan, “A fuzzified neural fuzzy inference network that learns from linguistic information,” Prof. of IEEE & INNS Int. Joint Conf. Neural Networks, pp. 5201-5206, 07 2006. (EI)Canada,
87.
C. F. Juang, I. F. Chung, and S. K. Chen, “Group-based evolutionary swarm intelligence for recurrent fuzzy controller design,” Prof. of IEEE Int. Conf. Fuzzy Ssytems, pp. 7901-7905, 07 2006. (EI)Canada,
88.
C. F. Juang , S. H. Chiu, I. F. Chung, and Y. C. Liou, “Skin-Color segmentation by histogram based TS-type fuzzy system trained by support vector machine,” Prof. of IEEE Int. Conf. Fuzzy Ssytems, pp. 5435-5439, 07 2006. (EI)Canada,
89.
C. F. Lu, C. F. Juang and Y. T. Lin, “Using a new genetic algorithm to design a fuzzy gain scheduling controller on load frequency control,” Proc. Of the 26th Symposium on Electrical Power Engineering, pp. 1081-1085, 12 2005. Jung-Li, Taiwan,
90.
C. F. Juang, S. J. Shiu, and S. H. Chiu, “Face detection and tracking by support vector machine trained fuzzy system for robot vision system,” Proc. Of CACS Automatic Control Conference, 11 2005. Tainan, Taiwan,
91.
C. F. Juang, S. H. Chiu, S. J. Shiu, and H. J. Huang, “Block histogram-based support vector machine for skin color segmentation,” Proc. Of the 12th Int. Conf. On Neural Information Processing, pp. 486-490, 10 2005. Taipei, Taiwan,
92.
C. F. Juang, L. T. Chen, W. K. Sun and H. J. Huang, “Moving object recognition by neural fuzzy network for visual surveillance system,” Proc. Of the 12th Int. Conf. On Neural Information Processing, pp. 491-495, 10 2005. Taipei, Taiwan,
93.
C. F. Juang, K. C. Ku, and S. K. Chen, “Temporal hand gesture recognition by fuzzified TSK-type recurrent fuzzy network,” Proc. Of IEEE & INNS Int. Joint Conf. On Neural Networks, pp. 1848-1853, 08 2005. (EI)Montreal, Canada,
94.
C. F. Juang, H. S. Perng, and S. K. Chen, “Skin color segmentation by histogram-based neural fuzzy network,” Proc. Of IEEE & INNS Int. Joint Conf. On Neural Networks, pp. 3058-3062, 08 2005. (EI)Montreal, Canada,
95.
F. B. Duh, C. F. Juang, and C. T. Lin, “Application of neural fuzzy network to pulse compression with binary phase code,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 1389-1394, 05 2005. MO, USA,
96.
C. F. Juang, C. T. Chiou and Y. C. Liou, “Noisy speech recognition by hierarchical recurrent neural fuzzy networks,” Prof. of IEEE Symp. On Circuits and Systems, pp. 5122-5125, 05 2005. (EI)Kobe, Japan,
97.
C. F. Juang, C. H. Hsu and H. J. Huang, “FPGA implementation of a recurrent neural fuzzy network for on-line temperature control,” Prof. of IEEE Symp. On Circuits and Systems, pp. 3043-3046, 05 2005. (EI)Kobe, Japan,
98.
C. F. Juang and C. F. Lu, “Fuzzy controller design by hybrid evolutionary learning algorithms,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 525-529, 05 2005. (EI)Reno, USA,
99.
C. F. Juang, K. C. Ku, and N. Y. Shin, “Human-machine interface by dynamic gesture recognized by prediction-based recurrent neural network,” Proc. of the Eighth Int. Conf. on Automation Technology, pp. 119-123, 05 2005. Taichung, Taiwan,
100.
C. F. Juang, S. H. Chiu, H. S. Perng, and N. Y. Shin, “Automatic skin color segmentation by backpropagation neural network for robot vision system,” Proc. of the Eighth Int. Conf. on Automation Technology, pp. 207-211, 05 2005. Taichung, Taiwan,
101.
C. F. Juang, C. F. Lu, and K. H. Chen, “Fuzzy PI controller designed by genetic particle swarm optimization for load frequency control,” Proc. Of the 25th Symp. On Electrical Power Engineering, pp. 827-832, 11 2004. Tainan, Taiwan,
102.
C. F. Juang, C. H. Hsu, and H. J. Huang, “Fuzzy systems design by simplex particle swarm optimization,” Proc. Of the 12th National Conf. On Fuzzy Theory And Its Applications, 11 2004. I-Lan, Taiwan, R.O.C,
103.
C. F. Juang and Y. C. Liou, “TSK-Type Recurrent fuzzy network design by the hybrid of genetic algorithm and particle swarm optimization,” Proc. Of IEEE Int. Conf. On Systems, Man, and Cybernetics, pp. 2314-2318, 10 2004. Hague, Netherlands,
104.
C. F. Lu and C. F. Juang, “Control of Flexible AC Transmission System by Evolutionary Fuzzy Controller,” Proc. Of IEEE Int. Conf. On Systems, Man, and Cybernetics, pp. 2292-2296, 10 2004. Hague, Netherlands,
105.
C. F. Juang, S. J. Ku and H. J. Huang, “Fuzzy Temporal Sequence Processing by A Fuzzified TSK-type Recurrent Fuzzy Network,” Proc. Of IEEE Int. Conf. On Systems, Man, and Cybernetics, pp. 5847-5851, 10 2004. Hague, Netherlands,
106.
C. F. Juang and C. F. Lu, “Power System Load Frequency Control By Evolutionary Fuzzy PI Controller,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 715-719, 07 2004. Budapest, Hungary,
107.
C.F. Juang, J.S. Chen and H. J. Huang, “Temperature control by hardware implemented recurrent fuzzy controller,” Proc. Of IEEE Int. Conf. On Fuzzy Systems,, pp. 795-799, 07 2004. Budapest, Hungary,
108.
C. F. Juang and Y. C. Liou, “On the hybrid of genetic algorithm and particle swarm optimization for evolving recurrent neural network,” Proc. Of International Joint Conference On Neural Networks, pp. 2285-2289, 07 2004. Budapest, Hungary,
109.
C. F. Juang and C. H. Hsu, “On the design of TSK-type recurrent fuzzy network by particle swarm optimization,” Proc. Of The Joint Conf. On AI, Fuzzy System, and Grey System, 12 2003. Taipei, Taiwan, R.O.C.,
110.
C. F. Juang and C. F. Lu, “Combination of on-line clustering and Q-value based genetic reinforcement learning for fuzzy network design,” Proc. Of International Joint Conference On Neural Networks, pp. 1885-1890, 07 2003. Oregon, USA,
111.
F. B. Duh, C. F. Juang, and C. T. Lin, “Application of neural fuzzy network to pulse compression with binary phase code,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 1389-1394, 05 2003. MO, USA,
112.
C. F. Juang and J. S. Chen, “A recurrent neural fuzzy network controller for a temperature control system,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 408-413, 05 2003. MO, USA,
113.
C. F. Juang, “Q-value based genetic reinforcement learning for fuzzy controller design,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 185-189, 05 2003. MO, USA,
114.
C. F. Juang and S. J. Ku, “Temporal sequence recognition by a prediction-based recurrent neural fuzzy network,” Proc. Of the 10th National Conf. On Fuzzy Theory And Its Applications, 12 2002. Hsinchu, Taiwan,
115.
F. B. Duh, C. F. Juang, and C. T. Lin, “Neural fuzzy network for radar pulse compression,” Proc. Of the 10th National Conf. On Fuzzy Theory And Its Applications, 12 2002. Hsinchu, Taiwan,
116.
C. F. Juang, “A Genetic algorithm with two iterative searching stages for fuzzy controller design,” Proc. Of the 4th Asian Control Conf., pp. 353-357, 09 2002. Singapore,
117.
C. F. Juang and Chun-Feng Lu, “Power system load frequency control with fuzzy gain scheduling designed by new genetic algorithms,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 64-68, 05 2002. Hawaiian, USA,
118.
C. F. Juang, “Recurrent fuzzy controller design by two-stage genetic algorithm with local and global mapping searches,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 1228-1233, 05 2002. Hawaiian, USA,
119.
C. F. Juang, “A special Takagi-Sugeno fuzzy network building approach to unknown plant modeling and control,” Proc. Of 2002 Chinese Automatic Control Conference, pp. 163-167, 03 2002. Tainan, Taiwan,
120.
C. F. Juang and Y. C. Liou, “A TSK-type recurrent fuzzy network for dynamic systems processing via supervised and reinforcement learning,” Proc. Of IEEE Int. Conf. On Fuzzy Systems, pp. 240-243, 12 2001. Melbourne, Australia,
121.
C. F. Juang, “Construction of dynamic fuzzy if-then rules through genetic reinforcement learning for temporal problems solving,” Proceeding of joint 9th IFSA World Congress and 20th NAFIPS Int. Conf, pp. 2341-2346, 07 2001. Vancouver, Canada,
122.
C. F. Juang and C. T. Lin, “Genetic reinforcement learning through symbiotic evolution for fuzzy controller design,” Proc. Of IEEE Int. Conf. on Fuzzy Systems, pp. 1281-1285, 01 1998. Anchorage, AK, USA,
123.
C. F. Juang and C. T. Lin, “A neural fuzzy network and its application to rapid thermal processing system control,” Proc. of 1997 Chinese Automatic Control Symposium, pp. 689-694, 03 1997. Taipei, Taiwan,
124.
C. F. Juang and C. T. Lin, “A recurrent self-organizing neural fuzzy inference network,” Proc. Of IEEE Int. Conf. on Fuzzy Systems, pp. 1369-1374, 01 1997. Barcelona, Spain,
125.
C. T. Lin and C. F. Juang, “An adaptive neural fuzzy filter and its applications,” Proc. IEEE Int. Conf. on Fuzzy Systems, pp. 364-369, 01 1996. New Orleans, LA,
126.
C. T. Lin, C. F. Juang, and C.P. Li, “Temperature control with a neural fuzzy inference network,” Asian Fuzzy Systems Symposium, pp. 91-96, 01 1996. Taiwan, R. O. C,
● Book
1.
N. Manohar, M. A. Chaurasia, S. Mozar, and C. F. Juang, “Machine Learning Applications in Renewable Energy,” Springer Nature, pp. 1-242, https://link.springer.com/book/9789819799381, 02 2025.
2.
3.
M. A. Chaurasia and C. F. Juang (Eds.), “Emerging IT/ICT and AI Technologies affecting Society ,” Springer Nature (ISBN 978-981-19-2939-7), pp. 1-323, https://link.springer.com/book/10.1007/978-981-19-2940-3, 08 2022.
4.
● Technical Report
1.
方輔菘、莊家峰, “應用模糊類神經網路於火力電廠鍋爐汽鼓水位之估測,” 台電工程月刊, 第767 期, pp. 1-11, 07 2012.
● Patent
1.
莊家峰、溫志煜、吳明峰、黃偉彰、張開明, “以腰圍與身體質量指數預測睡眠陽壓呼吸器最適壓力的方法,” 中華民國專利，發明第I768577號, 06 2022.
2.
吳明峰、莊家峰、黃偉彰、溫志煜、張開明, “快速評估中重度睡眠呼吸中止之方法,” 中華民國專利，發明第I642025號, 11 2018.
● Book Chapter
1.
C. F. Juang and W. S. Chen, “Inspection of Lead Frame Defects Using Deep CNN and Cycle-consistent GAN-based Defect Augmentation,” Generative Adversarial Learning: Architectures and Applications, R. Razavi-Far, A. Ruiz-Garcia, V. Palade, and J. Schmidhuber (Editor),, Chap. 9, Springer, Cham., pp. 185-203, 01 2022.
2.
C. F. Juang, Y. C. Chang, and I. F. Chung, “Optimization of Recurrent Neural Networks Using Evolutionary Group-based Particle Swarm Optimization for Hexapod Robot Gait Generation,” Hybrid Metaheuristics: Research and Applications, S. Bhattacharyya (Editor), Chap. 9, World Scientific Publishing Co. Pte. Ltd., Singapore, pp. 227-256, 12 2018.
3.
C. F. Juang and G. C. Chen, “Fuzzy Classifiers Learned Through SVMs With Application to Specific Object Detection and Shape Extraction Using an RGB-D Camera,” Computational Intelligence for Pattern Recognition, W. Pedrycz and S. M. Chen (Editors), Springer, Cham,, pp. 253-274, 01 2018.
4.
C. C. Tsai, K. S. Hwang, A. Liu, and C. F. Juang, “Advances and Challenges on Intelligent Learning in Control Systems,” Contemporary Issues in Systems Science and Engineering, Chap. 6, IEEE and Wiley , pp. 243-264, 03 2015.
5.
莊家峰、蔡清池, “當AI遇到I-Robot -智慧型機器人,” 3C科技與生活,冠唐國際圖書公司, Chap. 11 , pp. 243-266, 08 2010.
6.
C. F. Juang, “Combination of Particle Swarm and Ant Colony Optimization Algorithms for Fuzzy Systems Design,” Fuzzy Systems, A. T. Azar (Editor), Chap. 11, I-Tech Education and Publishing, Austria, EU, pp. 195-208, 02 2010.
7.
C. F. Juang, “Ant Colony Optimization for Fuzzy System Parameter Optimization: From Discrete to Continuous Spaces,” Applications of Swarm Intelligence, Louis P. Walters (Editor), Chap. 7, Nova Science Publishers, NY, USA, 01 2010.
8.
C. F. Juang and I. F. Chung, “Symbiotic Evolution Genetic Algorithms for Reinforcement Fuzzy Systems Design ,” Advances in Evolutionary Algorithms, V. Kordic (Editor), Chap. 8, I-Tech Education and Publishing, Austria, EU., pp. 401-420, 01 2008.
9.
C. F. Juang, “Recurrent Neural Fuzzy Network Techniques and Applications,” Intelligent Systems: Techniques and Applications, Vol. II, Chap. 2, pp. 21-44, C. T. Leondes (editor), CRC Press, 01 2002.
10.
C. F. Juang, H. W. Nein, and C. T. Lin, “Techniques and Applications of Integrated Neural Network-Based Fuzzy Logic Control Systems,” Fuzzy Theory Systems: Techniques and Applications, Vol. 3, C. T. Leondes (editor), Academic Press, pp. 265-1298, 01 1999.