SStackGNN: Graph Data Augmentation Simplified Stacking Graph Neural Network for Twitter Bot Detection

Abstract Ensemble learning has the potential to enhance the efficacy of feeble classifiers significantly and is increasingly being utilized in Twitter bot detection. Previous methods have utilized stacking techniques to train the primary classifiers, implementing cross-validation to mitigate overfit...

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Autors principals:	Shuhao Shi, Jian Chen, Zhengyan Wang, Yuxin Zhang, Yongmao Zhang, Chengqi Fu, Kai Qiao, Bin Yan
Format:	Artigo
Idioma:	Inglês
Publicat:	Springer 2024-04-01
Col·lecció:	International Journal of Computational Intelligence Systems
Matèries:	Graph neural network Stacking Data augmentation Twitter bot detection Ensemble learning
Accés en línia:	https://doi.org/10.1007/s44196-024-00496-7
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