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Associate Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates

Paper Publications

[71]姜振浩, 潘婷婷, 张超, yangjie.A New Oversampling Method Based on the Classification Contribution Degree[J],Symmetry,2021,13(194)
[72]Yang, Sibo, Zhang, Chao, Bao, Yuan, Jie, Wu, Wei, C (corresponding author), Dalian Univ Technol, Sch Math Sci, Key Lab Computat Math & Data Intelligence Liaonin, Dalian 116024, Peoples R China..Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems[J],NEURAL PROCESSING LETTERS,2020,52(1,SI):153-167
[73]Lu, Lu, Pan, Tingting, Zhao, Junhong, Yang, Jie.Interpretability for Neural Networks from the Perspective of Probability Density[A],2019,1502-1507
[74]Yang, Jie, Zhao, Junhong, Lu, Lu, Pan, Tingting, Jubair, Sidra, L (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China..A New Improved Learning Algorithm for Convolutional Neural Networks[J],PROCESSES,2020,8(3)
[75]Jie Yang, Junhong Zhao, Lu Lu, Tingting Pan, Sidra Jubair.A New Improved Learning Algorithm for Convolutional Neural Networks[J],Processes,2020
[76]Lu Lu, Tingting Pan, Junhong Zhao, Jie Yang.Interpretability for Neural Networks from the Perspective of Probability Density[A],2019,1502 - 1507
[77]Pan, Tingting, Zhao, Junhong, Wu, Wei, Yang, Jie, J (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Peoples R China..Learning imbalanced datasets based on SMOTE and Gaussian distribution[J],INFORMATION SCIENCES,2020,512:1214-1233
[78]Yang, Jie, Wu, Wei, Shao, Zhiqiong.A new training algorithm for a fuzzy perceptron and its convergence[A],2005,3496(I):609-614
[79]Liu, Yan, Yang, Dakun, Li, Long, Jie, Y (reprint author), Dalian Polytech Univ, Sch Informat Sci & Engn, Dalian, Peoples R China..A Split-Complex Valued Gradient-Based Descent Neuro-Fuzzy Algorithm for TS System and Its Conve...[J],NEURAL PROCESSING LETTERS,2019,50(2):1589-1609
[80]Li L., Xu T., Liu Y., Yang J., Li, L., Department of Mathematics, Computational Science, Hengyang Normal University, Hengyang, 421008, China.A smoothing algorithm for training max-min neural networks[J],Journal of Theoretical and Applied Information Technology,2012,46(1):114-119

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