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- W2952419077 abstract "Graph-structured data arise in wide applications, such as computer vision, bioinformatics, and social networks. Quantifying similarities among graphs is a fundamental problem. In this paper, we develop a framework for computing graph kernels, based on return probabilities of random walks. The advantages of our proposed kernels are that they can effectively exploit various node attributes, while being scalable to large datasets. We conduct extensive graph classification experiments to evaluate our graph kernels. The experimental results show that our graph kernels significantly outperform existing state-of-the-art approaches in both accuracy and computational efficiency." @default.
- W2952419077 created "2019-06-27" @default.
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- W2952419077 date "2018-09-07" @default.
- W2952419077 modified "2023-09-27" @default.
- W2952419077 title "RetGK: Graph Kernels based on Return Probabilities of Random Walks" @default.
- W2952419077 hasPublicationYear "2018" @default.
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