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个人信息Personal Information
副教授
博士生导师
硕士生导师
性别：女
毕业院校：大连理工大学
学位：博士
所在单位：数学科学学院
学科：计算数学
办公地点：大连理工大学数学科学学院505
联系方式：0411-84708351-8205
电子邮箱：yangjiee@dlut.edu.cn
扫描关注
- [1]Fang Liu, 许家林, 杨洁, 吴微.A Novel Multi-Type Image Coding Method Acting on Supervised Hierarchical Deep Spiking Convolution...[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, 张超, 杨洁, Kumbasar, Tufan, 吴微.Zero-order fuzzy neural network with adaptive fuzzy partition and its applications on high-dimens...[J],Neurocomputing,2024,569
- [4]陈越奇, Pedrycz, Witold, Wang, Jian, 张超, 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, 陈越奇, 杨洁.Research on Oversampling Method of Imbalanced Dataset Based on Improved Generative Adversarial Ne...[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, 潘婷婷, 陈越奇, Jiang, Zhenhao, Pedrycz, Witold.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 neura...[J],Information Sciences,642
- [10]刘芳, Zhang, Lu, 杨洁, 吴微.Adaptive Fuzzy Population Coding Method for Spiking Neural Networks[J],International Journal of Fuzzy Systems,25(2):670-683
- [11]刘芳, Pedrycz, Witold, 张超, 杨洁, 吴微.Coding method based on fuzzy C-Means clustering for spiking neural network with triangular spike ...[J],IEEE Transactions on Fuzzy Systems,2024,1-14
- [12]刘芳, 陶文涛, 杨洁, 吴微, Wang, Jian.STNet: A novel spiking neural network combining its own time signal with the spatial signal of an...[J],Frontiers in neuroscience,2024,17:1151949
- [13]陈越奇, Pedrycz, Witold, 杨洁.A new boundary-degree-based oversampling method for imbalanced data[J],Applied Intelligence,2024
- [14]Zhang, Yulin, Liu, Yuchen, 王妍, 杨洁.An ensemble oversampling method for imbalanced classification with prior knowledge via generative...[J],CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,2024,235
- [15]陈越奇, Pedrycz, Witold, Pan, Tingting, Wang, Jian, 杨洁.Distribution Enhancement for Imbalanced Data with Generative Adversarial Network[J],2024
- [16]柳宗琦, 宋学官, 杨洁, 张超, Tao, Dacheng.Generative adversarial networks for multi-fidelity matrix completion with massive missing entries[J],INFORMATION FUSION,2024,111
- [17]杨洁, Pan, Tingting, Lu, Yihao.Feature Transformation Based on Autoencoder to Oversample on Imbalanced Data[A],2024 7th International Symposium on Autonomous Systems, ISAS 2024,2024
- [18]Wang, Hao, 刘立雪, Shi, Maolin, 杨洁, 宋学官, 张超, Tao, Dacheng.Active learning framework for tunnel geological reconstruction based on TBM operational data[J],AUTOMATION IN CONSTRUCTION,2024,158
- [19]Pan, Tingting, Pedrycz, Witold, 杨洁, Wang, Jian.An improved generative adversarial network to oversample imbalanced datasets[J],Engineering Applications of Artificial Intelligence,2024,132
- [20]ahmad touqeer, Rahim, Muhammad, 杨洁, Alharbi, Rabab, Abd El-Wahed Khalifa, Hamiden.Development of p, q - quasirung orthopair fuzzy hamacher aggregation operators and its applicati...[J],Heliyon,10(3):e24726