Personal Information
Associate Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Paper Publications
- [1] Fang Liu.杨洁,Wei Wu.许家林.A Novel Multi-Type Image Coding Method Acting on Supervised Hierarchical Deep Spiking Convolutional Neural Networks for Image Classification[J],Cognitive Computation,2024(1)
- [2] JUBAIR SIDRA.杨洁,Ali, Bilal.Overlap to equilibrium: Oversampling imbalanced datasets using overlapping degree[J],INFORMATION PROCESSING & MANAGEMENT,2024,62(2)
- [3] 张炳杰.Wang, Jian,Chao Zhang,杨洁,Kumbasar, Tufan,Wei Wu.Zero-order fuzzy neural network with adaptive fuzzy partition and its applications on high-dimensional problems[J],Neurocomputing,2024,569
- [4] 陈越奇.Pedrycz, Witold,Wang, Jian,Chao Zhang,杨洁.A New Oversampling Method Based on Triangulation of Sample Space[J],IEEE Transactions on Systems, Man, and Cybernetics: Systems,2024,54(2):774-786
- [5] Tao, Yu.杨洁.陈越奇.Research on Oversampling Method of Imbalanced Dataset Based on Improved Generative Adversarial Network[A],Proceedings of 2023 International Conference on New Trends in Computational Intelligence, NTCI 2023,2024:112-116
- [6] Pan, Tingting.杨洁.An Oversampling Method Based on KL-Divergence for Imbalanced Datasets and Credit Risk Assessment[A],Proceedings of 2023 International Conference on New Trends in Computational Intelligence, NTCI 2023,2024:78-82
- [7] 杨洁.Jiang, Zhenhao,Pedrycz, Witold.潘婷婷,陈越奇.Oversampling method based on GAN for tabular binary classification problems[J],Intelligent Data Analysis,2024,27(5):1287-1308
- [8] Pan, Tingting.Pedrycz, Witold,杨洁,Wang, Jian.An Improved Gan to Oversample Imbalanced Datasets[J],SSRN,2024
- [9] 杨洁.Zhao, Junhong.A novel parallel merge neural network with streams of spiking neural network and artificial neural network[J],Information Sciences,642
- [10] 刘芳.Zhang, Lu,杨洁,Wei Wu.Adaptive Fuzzy Population Coding Method for Spiking Neural Networks[J],International Journal of Fuzzy Systems,25(2):670-683