學系成員

Publications: More than 215 SCI journal papers

Some selected papers in 2020, 01-2024, 04

1. “A 3D membership function-based type-2 fuzzy brain emotional learning predictor for forecasting Taiwan stock price,” International Journal of Fuzzy Systems, 2024.

2.  “Solving robotic trajectory sequential writing problem via learning character's structural and sequential information,” IEEE Transactions on Cybernetics, 2024.

3.  “Wireless secure communication of chaotic systems based on Takagi-Sugeno fuzzy optimal time varying disturbance observer and sliding mode control,” International Journal of Fuzzy System, 2023.

4. "Decoder choice network for metalearning”, IEEE Transactions on Cybernetics, 2023.

5. “Design of missile guidance law using Takagi-Sugeno-Kang (TSK) elliptic type-2 fuzzy brain imitated neural networks,” IEEE Access, 2023.

6. “Wavelet CMAC for MIMO uncertain nonlinear systems using a modified social ski-driver algorithm, Asian Journal of Control, 2023.

7. "Decoupled sliding mode control of underactuated nonlinear systems using a fuzzy brain emotional cerebellar model control system", International Journal of Fuzzy System, 2023.

8. “Encryption and decryption of audio signal and image secure communications using chaotic system synchronization control by TSK fuzzy brain emotional learning controllers,” IEEE Transactions on Cybernetics, 2022.

9. “Wavelet interval type-2 Takagi-Kang-Sugeno hybrid controller for time-series prediction and chaotic synchronization" IEEE Access, 2022.

10. “Fuzzy hybrid neural network control for uncertainty nonlinear systems based on enhancement search algorithm”, International Journal of Fuzzy System, 2022.

11. “Self-organizing double function-link fuzzy brain emotional control system design for uncertain nonlinear systems,” IEEE Transactions on Systems, Man, and Cybernetics-Systems, 2022.

12. “Intelligent wavelet fuzzy brain emotional controller using dual function-link network for uncertain nonlinear control systems,” Applied Intelligence, 2022.

13. “Interval type-2 fuzzy brain emotional control design for the synchronization of 4D nonlinear hyperchaotic systems,” Soft Computing, 2021. 

14. “Synchronization of chaotic system using a brain-imitated neural network controller and its applications for secure communications,” IEEE Access, 2021.

15. “Wavelet interval type-2 fuzzy quad-function-link brain emotional control algorithm for the synchronization of 3D nonlinear chaotic systems,” International Journal of Fuzzy Systems, 2020.

16. “A hybrid PSO-parallel fuzzy brain emotional learning classifier for medical diseases diagnosis,” Journal of Intelligence and Fuzzy Systems, 2020.

17. “A new self-organizing fuzzy cerebellar model articulation controller for uncertain nonlinear systems using overlapped Gaussian membership Functions,” IEEE Transactions on Industrial Electronics, 2020.

18. "A TOPSIS multi-criteria decision method-based intelligent recurrent wavelet CMAC control system design for MIMO uncertain nonlinear systems," Neural Computing and Applications, 2020.

19. “Adaptive filter design for active noise cancellation using recurrent type-2 fuzzy brain emotional learning neural network,” Neural Computing and Applications, 2020.

20. "DC - DC converters design using a type-2 wavelet fuzzy cerebellar model articulation controller", Neural Computing and Applications, 2020.

21. “Type-2 fuzzy cerebellar model articulation control system design for MIMO uncertain nonlinear systems,” International Journal of Machine Learning and Cybernetics, 2020.

Associate Editor of IEEE Transactions on Cybernetics and IEEE Transactions on Fuzzy Systems

(一) 重要獎項:

1. 2022年獲選Stanford University World Category Ranking System “World top 2% leading scientists”。

2. 2022年獲選Asia-Pacific Artificial Intelligence Association (AAIA) Fellow。

3. 2022年獲選中華民國模糊學會第一屆「會士」。

4. 2021年榮獲第六十四屆教育部「學術獎」。

5. 2018交通大學「交大甲子、領航六十」(在台設校六十年60位傑出校友當選人)

6. 2014年榮獲交通大學傑出校友

7. 2013年榮獲102學年度科技部「傑出研究獎」。

8. 2011年榮獲中國電機工程師學會100年度「傑出電機工程教授獎」。

9. 2010-至今獲聘元智大學「學術講座」。

10. 2010年榮獲匈牙利Obuda大學「Honorary Professor」。

11. 2010年獲選IEEE Fellow

12. 2010年榮獲中國工程師學會99年度「傑出工程教授獎」。

13. 2010年榮獲有庠基金會第六屆「有庠元智講座」。

14. 2009年榮獲98學年度國科會「傑出研究獎」。

15. 2008年榮獲97學年度國科會「傑出研究獎」。

16. 2009年榮獲有庠基金會第七屆「傑出教授獎」。

17. 2009年榮獲中華民國自動控制學會「會士」。

18. 2008年榮獲IET Fellow。

19. 2007年榮獲有庠基金會第三屆「有庠元智講座」。

20. 2006年榮獲中華民國自動控制學會第八屆「傑出自動控制工程獎」。

21. 2006年榮獲有庠基金會第四屆「傑出教授獎」。

22. 2005年獲得國科會最高等級主持人費獎勵。(當年取消國科會傑出獎，獎勵金額等同往年國科會傑出獎獎勵)

23. 1999, 2000, 2002, 2006年四度榮獲元智大學「研究傑出獎」。

24. 1986年教育部青年研究發明獎。

(二) 國際重要學術期刊編輯委員

1. Associate Editor, IEEE Transaction on Cybernetics (SCI) (2012-今)

2. Associate Editor, IEEE Transaction on Fuzzy Systems (SCI) (2015-2020, 2022-今)

3. Associate Editor, International Journal of Machine Leaning and Cybernetics (SCI) (2012-2014)

4. Associate Editor, International Journal of Fuzzy Systems (SCI) (2009-2015)

Associate Editor, Asian Journal of Control (SCI) (2007-2015)

(三)擔任國際重要學術學會幹部及委員

1. Board of Governor Member of IEEE Systems, Man, and Cybernetics, 2012-2014.

2. Chair, IEEE Systems, Man, and Cybernetics Society, Taipei Chapter (2010-2011)

3. Board of Governor Member, IEEE Taipei Section (2009-2010)

4. Chair, IEEE Computational Intelligence Society, Taipei Chapter (2008-2009)

5. Vice Chair, IEEE Control Systems Society, Taipei Chapter (2000-2001)