Research Projects
• National Nature Science Funding Project (Grant No. 51775332), Jan 1, 2018-Dec 31, 2021, “Research of theories and methods of requirement and knowledge coupling driven innovative design”, principal investigator.
• National Nature Science Funding Project (Grant No. 51475288), Jan 1, 2011-Dec 31, 2013, “Research theories and methods of biologically inspired innovation design”, principal investigator.
• National Nature Science Funding Project (Grant No. 51075262), Jan 1, 2011-Dec 31, 2013, “Research on bidirectional drive of generalized knowledge fusion and collaborative creative design”, principal investigator.
• National Nature Science Funding Project (Grant No. 50775140), Jan 1, 2008-Dec 31, 2010, “Theories and methods of multidisciplinary knowledge driven parameter and tolerance integrated design”, principal investigator.
• National Nature Science Funding Project (Grant No. 50575142), Jan 1, 2006-Dec 31, 2008, “Theories and methods of multidisciplinary collaborative design in network environment”, principal investigator.
• National Nature Science Funding Project (Grant No. 60304015), Jan 1, 2004-Dec 31, 2006, “Research on concurrent and collaborative modelling and generalized robust design for complex product”, principal investigator.
• Major Project of National Social Science Fund (Grant No. 17ZDA020), Nov 1, 2017-Oct 31, 2022, “Research on design morphology”, principal investigator.
• National High Technology Research and Development Program (863 Program) of China (Grant No. 2008AA04Z113), Oct 1, 2008-Sep 30, 2010, “Multidisciplinary collaborative creative design based on dynamical knowledge fusion”, principal investigator.
• National Basic Research Program of China (973 Program) of China (Grant No. 2011CB707503), Jan 1, 2011-Dec 31, 2015, “Research of information processing and coding of visual prosthesis”, principal investigator.
Selected Publications
2018
1. Xia Peng, Hu Jie*, Peng Yinghong. EMG-Based Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks. Artificial organs, 2018, 42(5): E67-E77.
2. Tian Pan, Yi Wenwen, Chen Chaoyang, Hu Jie*, Qi Jin, Zhang Bosheng, Cheng Mark Ming-Cheng*. Flexible 3D carbon nanotubes cuff electrodes as a peripheral nerve interface. Biomedical microdevices, 2018, 20(1): 21.
3. Tian Pan, Chen Chaoyang, Hu Jie*, Qi Jin, Wang Qianghua, Chen Jimmy Ching-Ming, Cavanaugh John, Peng Yinghong, Cheng Mark Ming-Cheng*. A novel fabrication method of carbon electrodes using 3D printing and chemical modification process. Biomedical microdevices, 2018, 20(1): 4.
2017
1. Hu Jie*; Ma Jin; Feng Jin-Feng; Peng Ying-Hong, Research on new creative conceptual design system using adapted case-based reasoning technique, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2017, 31(1): 16-29. (SCI)
2. Zhu Guo-Niu; Hu Jie*; Qi Jin; He Tao; Peng Ying-Hong, Change mode and effects analysis by enhanced grey relational analysis under subjective environments, AI EDAM-Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2017, 31(2): 207-221. (SCI)
3. Qi, Jin; Hu, Jie*; Peng, Yinghong, A modularized case adaptation method of case-based reasoning in parametric machinery design, Engineering Applications of Artificial Intelligence, 2017, 64: 352-366. (SCI)
4. Zheng Kai; Yang Ren-Jye; Xu Hongyi; Hu Jie*, A new distribution metric for comparing Pareto optimal solutions, Structural and Multidisciplinary Optimization, 2017, 55(1): 53-62. (SCI)
5. Xia Peng; Hu Jie*; Peng Yinghong, EMG-Based Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks, Artificial organs, 2017, DOI: 10.1111/aor.13004 (SCI)
6. Tian Pan; Hu Jie*; Qi Jin; Ye Xian; Che Datian; Ding Ying; Peng Yinghong, A hierarchical classification method for automatic sleep scoring using multiscale entropy features and proportion information of sleep architecture, Biocybernetics and Biomedical Engineering, 2017, 37(2): 263-271. (SCI)
2016
1. Ma Jin; Hu Jie*; Feng Jin-Feng; Qi Jin; Peng Ying-Hong, Constrained FBS knowledge cell model, representation, and applications for conceptual design, Proceedings of the Institution of Mechanical Engineers - Part C: Journal of Mechanical Engineering Science, 2016, 230(11): 1773-1786. (SCI)
2. Qi Jin; Hu Jie*; Peng Yinghong, Hybridweighted mean for CBR adaptation in mechanical design by exploring effective,correlative and adaptative values, Computers in Industry, 2016, 75: 58-66. (SCI)
2015
1. Hu Jie*, Qi Jin, Peng Yinghong. Predicting electrical evoked potential in optic nerve visual prostheses by using support vector regression and case-based prediction. Information Sciences. 2015, 290: 7–21.（SCI）
2. Hu Jie*, Zheng Kai. A novel support vector regression for data set with outliers. Applied Soft Computing. 2015, 31: 405–411.（SCI）
3. Hu Jie*, Qi Jin, Peng Yinghong. New CBR adaptation method combining with problem–solution relational analysis for mechanical design. Computers in Industry. 2015, 66: 41–51.（SCI）
4. Hu Jie*, Xia Peng, Gu Chaochen, Qi Jin, Li Sheng, Peng Yinghong. Recognition of similar objects using simulated prosthetic vision. Artificial Organs. 2014, 38(2): 159-167.（SCI）
5. Zhu Guoniu, Hu Jie*, Qi Jin, Peng Yinghong. An integrated AHP and VIKOR for design concept evaluation based on rough number. Advanced Engineering Informatics. 2015, 29(3): 408-418.（SCI）
6. Zhu Guoniu, Hu Jie*, Qi Jin, Ma Jin, Peng Yinghong. An integrated feature selection and cluster analysis techniques for case-based reasoning. Engineering Applications of Artificial Intelligence. 2015, 39: 14-22.（SCI）
7. Xia Peng, Hu Jie*, Peng Yinghong. Adaptation to Phosphene Parameters Based on Multi‐Object Recognition Using Simulated Prosthetic Vision. Artificial organs. 05/2015. DOI:10.1111/aor.12504（SCI）
8. Gu Chaochen, Wu Kaijie, Hu Jie*, Cheng Hao, Guan Xinping. Region sampling for robust and rapid autofocus in microscope. Microscopy Research and Technique. 2015, DOI:10.1002/jemt.22484 .（SCI）
9. Gu Chaochen, Hu Jie*, Wu Kaijie, Zhu Guoniu, Peng Yinghong. Quantitative behavioral knowledge modeling for functional case adaptation. Research in Engineering Design. 2015, 26(4): 309-326.（SCI）
10. Tian Pan, Hu Jie*, Qi Jin, et al. Application of multi-output support vector regression on EMGs to decode hand continuous movement trajectory. Bio-Medical Materials and Engineering. 2015, 26(1): 575-582（SCI）
11. Xia Peng, Hu Jie*, Qi Jin, et al. MEMS-based system and image processing strategy for epiretinal prosthesis.Bio-Medical Materials and Engineering. 2015, 26(1): 1257-1263.（SCI）
12. Ma Jin, Hu Jie*, Feng Jingfeng, Qi Jin, Peng Yinghong. Constrained FBS knowledge cell model, representation, and applications for conceptual design. Journal of Mechanical Engineering Science. 2015,5; DOI:10.1177/0954406215585366.(SCI)
13. Qi Jin, Hu Jie*, Peng Yinghong. Hybrid weighted mean for CBR adaptation in mechanical design by exploring effective, correlative and adaptative values. Computers in Industry. 2015, 7; DOI:10.1016/j.compind.2015.06.007.（SCI）
2014
1. Zheng Kai, Hu Jie*, Zhan Zhenfei, Ma Jin, Qi Jin. An enhancement for heuristic attribute reduction algorithm in rough set. Expert Systems with Applications. 2014, 41(15): 6748–6754.（SCI）
2. Ma Jin, Hu Jie*, Peng Yinghong. Knowledge-based functional conceptual design: Model, representation, and implementation. Concurrent Engineering: Research and Applications.DOI: 10.1177/1063293X13487358.（SCI）
2012
1. Qi Jin, Hu Jie*, Peng Yinghong. A new adaptation method based on adaptability under k-nearest neighbors for case adaptation in case-based design. Expert Systems with Applications. 2012, 39(7): 6485–6502.（SCI）
2. Guo Yuan, Hu Jie*, Peng Yinghong. A CBR system for injection mould design based on ontology: A case study. Computer Aided Design. 2012, 44(6): 496-508.（SCI）
3. Li Sheng, Hu Jie*, Chai Xinyu, Peng Yinghong. A research of images recognition with a limited number of pixels for visual prostheses design. Artificial Organs. 2012, 36(3): 266-274.（SCI）
4. Gu Chaochen, Hu Jie*, Peng Yinghong. FCBS model for functional knowledge representation in conceptual design. Journal of Engineering Design. 2012. 23(8): 577-596.（SCI）
5. Hu Xiao, Hu Jie*, Peng Yinghong, Cao Zhaomin. Constrained functional knowledge modeling and clustering to support conceptual design. Journal of Mechanical Engineering Science. 2012. 226(5): 1326-1337.（SCI）
6. Guo Yuan, Hu Jie*, Peng Yinghong. Research of new strategies for improving CBR system. Artificial Intelligence Review. 2012, DOI: 10.1007/s10462-012-9327-1.（SCI）
7. Zhan Zhenfei, Hu Jie*, Fu Yan, Yang RenJye, Peng Yinghong, Qi Jin. Multivariate error assessment of response time histories method for dynamic systems. Journal of Zhejiang University - Science A. 2012, 13(2): 121-131.（SCI）
8. Gu Chaochen, Hu Jie*, Peng Yinghong. Functional case modeling for knowledge driven conceptual design. Journal of Engineering Manufacture. 2012. 226(4): 757-771.（SCI）
2011
1. Hu Jie*, Peng Yinghong. Development of a Function Oriented Computer Aided Tolerancing (FOCAT) System. Journal of Engineering Manufacture. 2011, 225(7): 1189-1203.（SCI）
2. Qi Jin, Hu Jie*, Peng Yinghong, Wang Weiming, Zhan Zhenfei. AGFSM: An new FSM based on adapted Gaussian membership in case retrieval model for customer-driven design. Expert Systems with Applications. 2011, 38(1): 894-905.（SCI）
3. Qi Jin, Hu Jie*, Peng Yinghong, Ren Qiushi, Wang Weiming, Zhan Zhenfei. Integration of similarity measurement and dynamic SVM for electrically evoked potentials prediction in visual prostheses research. Expert Systems with Applications. 2011, 38(5): 5044-5060.（SCI）
4. Guo Yuan, Hu Jie*, Peng Yinghong. Research on CBR system based on data mining. Applied Soft Computing. 2011,11: 5006-5014.（SCI）
5. Hu Xiao, Hu Jie*, Peng Yinghong, Cao Zhaomin. A fuzzy knowledge fusion framework for terms conflict resolution in concurrent engineering. Concurrent Engineering: Research and Applications. 2011, 19(1): 71-84.（SCI）
2010
1. Li Sheng, Hu Jie*, Peng Yinghong. Representation of Functional Micro-knowledge Cell (FMKC) for Conceptual Design. Engineering Applications of Artificial Intelligence. 2010, 23: 569-585.（SCI）
2009
1. Qi Jin, Hu Jie*, Peng Yinghong, Wang Weiming, Zhan Zhenfei. A case retrieval method combined with similarity measurement and multi-criteria decision making for concurrent design. Expert Systems with Applications. 2009,36(7): 10357- 10366.（SCI）
2008
1. Hu Jie*, Peng Yinghong, Xiong Guangleng. Multi-disciplinary robust coordination for algebraic and differential constraints and its application to parameter design of bogies. Journal of Mechanical Engineering Science. 2008, 222(11): 2147-2161.（SCI）
2007
1. Hu Jie*, Peng Yinghong, Li Dayong, Yin Jilong. Robust optimization based on knowledge discovery from metal forming simulation. Journal of Materials Processing Technology. 2007, 187: 698-701.（SCI）
2. Hu Jie*, Peng Yinghong, Xiong Guangleng. Parameter coordination and optimization for collaborative design based on the constraints network. International Journal of Advanced Manufacturing Technology. 2007, 32 (11-12): 1053-1063.（SCI）
3. Hu Jie*, Peng Yinghong, Xiong Guangleng. Knowledge network driven coordination and robust optimization to support concurrent and collaborative parameter design. Concurrent Engineering: Research and Applications. 2007, 15(1): 43-52.（SCI）
4. Hu Jie*, Peng Yinghong. Tolerance modelling and ro
