夏书银
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教授
博士生导师
硕士生导师
- 主要任职：人工智能学院副院长
- 其他任职：网络空间大数据智能计算教育部重点实验室副主任
- 性别：男
- 毕业院校：重庆大学
- 学历：研究生(博士)毕业
- 学位：工学博士
- 在职信息：在岗
- 所在单位：人工智能学院
- 办公地点：信息科技大厦19楼1907
- 联系电话：xiasy@cqupt.edu.cn
- 电子邮箱：601352ce526f516e76b7bd974286152f149998ae8c5414cda901e8d4c39d5adc75bb2cf8f1bb418d9fc8e99a20046cede9c697465576562c4500078f803d076e296b2a42f87b3e807811658902af33cb0fdd7cd3e2754eec3429937106938667dfe79c64acf75bd7c276410a9fbde27fa87fb43da05d6278f4e98ee24f48e118
访问量：
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[11] Dongdong Cheng，Ya Li,Shuyin Xia,Guoyin Wang,Jinlong Huang,Sulan Zhang.A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data.[J].IEEE Transactions on Neural Networks and Learning Systems,2023,35(12):17202 - 17215.
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[12] Jiang Xie，Weiyu Kong,Shuyin Xia,Guoyin Wang,Xinbo Gao.An Efficient Spectral Clustering Algorithm Based on Granular-Ball.[C].IEEE Transactions on Knowledge and Data Engineering,2023,35(9):9743-9753.
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[13] Shuyin Xia，Xiaochuan Dai,Guoyin Wang,Xinbo Gao,Elisabeth Giem.An efficient and adaptive granular-ball generation method in classification problem.[J].IEEE Transactions on Neural Networks and Learning Systems,2022,35(4):5319-5331.
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[14] Shuyin Xia，Shaoyuan Zheng,Guoyin Wang,Xinbo Gao,Binggui Wang.Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification.[J].IEEE Transactions on Neural Networks and Learning Systems,2021(99):1-12.
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[15] Shuyin Xia，Hao Zhang,Wenhua Li,Guoyin Wang,Elisabeth Giem,Zizhong Chen.GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.[J].IEEE Transactions on Knowledge and Data Engineering,2020
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[16] Shuyin Xia，Zhongyang Xiong,Yueguo Luo.Location difference of multiple distances based k-nearest neighbors algorithm.[J].Knowledge-Based Systems,,90:99-110.
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[17] Shuyin Xia，Guoyin Wang,Longhai Huang,Xinbo Gao,Yabin Shao,Zizhong Chen.An adaptive and general model for label noise detection using relative probabilistic density.[J].Knowledge-Based Systems,2021,239(5)
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[18] Shunyin Xia，Yunsheng Liu,Xin Ding,Guoyin Wang,Hong Yu,Yueguo Luo.Granular ball computing classifiers for efficient, scalable and robust learning.[J].Information Sciences,2019(483):136-152.
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[19] Xiao Liang，Shuyin Xia,Qun Liu,Yunsheng Liu,Baiyun Chen,Guoyin Wang.A Multi-Granular Relative Density Model for Class Noise Detection.[C].IEEE International Conference on Big Data (Big Data),:2651-2656.
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[20] Shuyin Xia，Hong Yu,Qun Liu,Yunsheng Liu,Guoyin Wang.Noise self-filtering K-nearest neighbors algorithms.2017
