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Scientific Research
杨洁
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Associate Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Scientific Research
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张炳杰, Wang, Jian, Chao Zhang, yangjie, Kumbasar, Tufan, Wei Wu.Zero-order fuzzy neural network with adaptive fuzzy partition and its applications on high-dimensional problems[J],Neurocomputing,2024,569
陈越奇, Pedrycz, Witold, Wang, Jian, Chao Zhang, yangjie.A New Oversampling Method Based on Triangulation of Sample Space[J],IEEE Transactions on Systems, Man, and Cybernetics: Systems,2024,54(2):774-786
Tao, Yu, 陈越奇, yangjie.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
Pan, Tingting, yangjie.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
yangjie, 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
Pan, Tingting, Pedrycz, Witold, yangjie, Wang, Jian.An Improved Gan to Oversample Imbalanced Datasets[J],SSRN,2024
Patents
一种蜂窝芯面形测量数据毛刺去除方法
从蜂窝芯表面测量数据中识别蜂窝边区域的方法
从蜂窝芯表面测量数据中识别蜂窝边区域的方法
一种蜂窝芯面形测量数据毛刺去除方法
Published Books
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Research Projects
面向多轴3D打印的制造序列问题研究, 国家自然科学基金项目, 2021/08/18, 在研
新一代神经网络模型, 国家科技部, 2019/12/01, 在研
真实人脑视/听觉认知电化学偶联神经元网络(rBNN)非线性映射模型构建及其, 2019/12/01, 在研
基于脉冲机制的深-宽神经网络模型设计与性能研究, 省、市、自治区科技项目, 2019/06/14-2023/09/13, 结题
模糊神经网络的阈值与算法研究, 国家自然科学基金项目, 2009/09/25-2010/12/31, 结题
完全非线性方程的单边全局分歧理论及其应用, 省、市、自治区科技项目, 2015/07/16-2023/09/13, 结题
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