Welcome to Fei Chao's Personal Page

Chinese


General

I am an associate professor at the Cognitive Science Department, School of Information Secience and Engineering, Xiamen University. I received my B.Sc. degree in Mechanical Engineering from the Fuzhou University, China, and the M.Sc. Degree with distinction in computer science from the University of Wales, U.K., in 2004 and 2005, respectively, and the Ph.D. degree in robotics from the Aberystwyty University, Wales, U.K. in 2009. I worked as a postdoc research associate under the supervision of Professor Mark H. Lee at the Aberystwyth University from 2009 to 2010.

Research

My research interests include developmental robotics, robotic learning algorithms, machine learning, and artificial neural networks. My current major research is to implement a robotic calligraphy system to enable a 5 degrees-of-freedom robotic arm to write Chinese characters and English letters.  The approach works by using developmental learning algorithm, established in my previous work, to lead the robot to learn the writing ability. In addition, the approach applies a novel classifier ensemble method to enhance human gesture recognition accuracy.

Professional Activities

· Program Committee of UKCI2014 and UKCI2015
· Vice Chair of Xiamen Chapter of IEEE Computational Intelligence Society; IEEE member; and CCF member.

Grants

· National Natural Science Foundation of China: ``Developmental Robotic Writing Control Driven by Enhanced Constraint-Lifting Algorithm'', No: 61203336, PI.

Invited Talks

· 29/05/2015, College of Electrical and Communication Engineering, Yuan Ze University, Taiwan, "Robotic Calligraphy: Computational and Developmental Approach".
· 04/09/2015, Department of Computer Science, Aberystwyth University, UK, "A Developmental Approach to Robotic Hand-eye Coordination".

Selected Journal Papers

· Chen, C-H, Chung, C-C, Chao, F., Lin, C-M*, Rudas, I. J. Intelligent Robust Control for Uncertain Nonlinear Multivariable Systems using Recurrent Cerebellar Model Neural Networks. To appear in Acta Polytechnica Hungarica.
· Lin, C-M*, Yang, M-S, Chao, F., Hu, X-M, and Zhang, J. Adaptive Filter Design Using Type-2 Fuzzy Cerebellar Model Neural Network. To appear in IEEE Transactions on Neural Networks and Learning Systems.
· Yao, G., Chao, F.*, Su, C., and C. Zhou. Feature selection based classifier ensemble reduction with classifier diversity evaluations. To appear in Soft Computing.
· Peng, H.*, Zhou, C., Hu, H., Chao, F. and Li, J. Robotic Dance in Social Robotics—A Taxonomy. IEEE Transactions on Human-Machine Systems. 45, 3, 281--293, 2015.
· Chao, F., Wang, Z., Shang, C., Meng, Q., Jiang, M., Zhou, C., and Shen, Q.*. A developmental approach to robotic pointing via human-robot interaction. Information Sciences., 283, 288-303, 2014.
· Chao, F., Chen, F., Shen, Y., He, W., Sun, Y., Wang, Z., Zhou, C., and Jiang M*. Robotic free writing of Chinese characters via human robot interactions. International Journal of Humanoid Robotics., 11(1), 1450007, 2014
· Diao, R.*, Chao, F., Peng, T., Snooke, N., and Shen, Q. Feature selection inspired classifier ensemble reduction. IEEE Transactions on Cybernetics., 44(8), 1259-1268, 2014.
· Chao, F., Lee, M. H., Jiang, M.*, and Zhou, C. An Infant Development-inspired Approach to Robot Hand-eye Coordination. International Journal of Advanced Robotic Systems, 11 (15), 2014.
· Chao, F., Zhang, X., Lin, H, Zhou CL, Jiang M.* Learning robotic hand-eye coordination through a developmental constraint driven approach. International Journal of Automation and Computing, 10(5), 414-424, 2013.
· Chao, F., Lee, M. H.*, and Lee, J. J. A developmental algorithm for ocular-motor coordination. Robotics and Autonomous Systems, 58(3), 239—248, 2010.

Selected Conference Papers

· Ge, J., Chao, F., and Zhou, C. Use of Possibility-Probability Distribution for Computational Evaluation of Chinese Calligraphy. Proceedings of 2015 UK Workshop on Computational Intelligence (UKCI), Paper number 39, 2015. (Best Student Paper Award)
· Zhu, Z., Chao, F., Zhang, X., Jiang, M., and Zhou, C. A Developmental Approach to Mobile Robotic Reaching. Proceedings of 8th International Conference on Intelligent Robotics and Applications (ICIRA2015), pp. 284--294, 2015.
· Yao, G., Chao, F., Zeng, H., Shi, M.*, Jiang, M., and Zhou, C. Integrate Classifier Diversity Evaluation to Feature Selection Based Classifier Ensemble Reduction. Proceedings of 2014 UK Workshop on Computational Intelligence (UKCI), 2014. (Best Student Paper Award)
· Chao, F., Sun, Y., Wang, Z., Yao, G., Zhu, Z., Zhou, C., Meng, Q., and Jiang, M. A Reduced Classifier Ensemble Approach to Human Gesture Classification for Robotic Chinese Handwriting. Proceedings of 2014 IEEE Conference on Fuzzy Systems (FUZZ-IEEE), 1720--1727, 2014.
· Wang, Z., Chao, F., Lin, H., Jiang, M., and Zhou, C. A Human-like Learning Approach to Developmental Robotic Reaching. Proceedings of 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO), pp. 581—586, 2013.
· Chao, F., Lin, H., Jiang, M., and Zhou, C. A Developmental Constraint Driven Approach to developmental robotic hand-eye coordination. Proceedings of 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO), pp. 1848—1853, 2012.
· Chao, F., Lin, H., Jiang, M., Shi, M. and J. Chao Integration of brain-like computational structure and infant behaviorial pattern for robotic hand-eye coordination. Proceedings of the 12th International Conference on Control, Automation, Robotics and Vision (ICARCV), pp. 100—105, 2012.
· Shi M., Zhou, C., Chao, F., and Jiang, M. An algorithm for computing attribute reducts based on graph search strategy. Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), pp. 1—8, 2012.

Contact

Tel: +86 592 2580192    Email: fchao@xmu.edu.cn   Address: Cognitive Science Department, Haiyun Campus, Xiamen University, Zeng Cuo An Xi Road, Siming District, Xiamen, 361005.

Disclaimer

The information provided on this page by me, Fei Chao (fchao@xmu.edu.cn), is under my own personal responsibility and not that of Xiamen University. Similarly, any opinions expressed are my own and are in no way to be taken as those of Xiamen University.