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Imbalanced Node Classification Algorithm Based on Self-Supervised Learning

  • 【作者】Cui, Caixia , Wang, Jie , Pang, Tianjie , Liang, Jiye
  • 【刊名】Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
  • 【作者单位】1School of Computer and Information Technology, Shanxi University, Taiyuan; 030006, China;2College of Computer Science and Technology, Taiyuan Normal University, Jinzhong; 030619, China;3College of Computer Science and Technology, Taiyuan University of Science and Technology, Taiyuan; 030024, China
  • 【年份】2022
  • 【卷号】Vol.35 No.11
  • 【页码】955-964
  • 【ISSN】1003-6059
  • 【摘要】 In real-world node classification scenarios, only a few nodes are labeled and their class labels are imbalanced. In most of the existing methods, the lack of the supervision information and the imbalance of node classes are not taken into account at ...
  • 【文献类型】 期刊
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