G-HIN2Vec: Distributed heterogeneous graph representations for cardholder transactions

Author:

Damoun Farouk12ORCID,Seba Hamida2ORCID,Hilger Jean1ORCID,State Radu1ORCID

Affiliation:

1. University of Luxembourg, Luxembourg, Luxembourg

2. University Lyon 1, Lyon, France

Funder

Fonds National de la Recherche Luxembourg

Agence Nationale de la Recherche

Publisher

ACM

Reference32 articles.

1. Yunsheng Bai , Hao Ding , Yang Qiao , Agustin Marinovic , Ken Gu , Ting Chen , Yizhou Sun , and Wei Wang . 2019. Unsupervised inductive graph-level representation learning via graph-graph proximity. arXiv:1904.01098 ( 2019 ). Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, and Wei Wang. 2019. Unsupervised inductive graph-level representation learning via graph-graph proximity. arXiv:1904.01098 (2019).

2. Karsten M Borgwardt and Hans-Peter Kriegel . 2005 . Shortest-path kernels on graphs . In Fifth IEEE international conference on data mining (ICDM'05) . IEEE. Karsten M Borgwardt and Hans-Peter Kriegel. 2005. Shortest-path kernels on graphs. In Fifth IEEE international conference on data mining (ICDM'05). IEEE.

3. A comprehensive survey of graph embedding: Problems, techniques, and applications;Cai Hongyun;IEEE Transactions on Knowledge and Data Engineering,2018

4. Riccardo Di Clemente , Miguel Luengo-Oroz , Matias Travizano , Sharon Xu , Bapu Vaitla , and Marta C González . 2018. Sequences of purchases in credit card data reveal lifestyles in urban populations. Nature communications 9, 1 ( 2018 ), 1--8. Riccardo Di Clemente, Miguel Luengo-Oroz, Matias Travizano, Sharon Xu, Bapu Vaitla, and Marta C González. 2018. Sequences of purchases in credit card data reveal lifestyles in urban populations. Nature communications 9, 1 (2018), 1--8.

5. Yuxiao Dong , Nitesh V Chawla , and Ananthram Swami . 2017 . metapath2vec: Scalable representation learning for heterogeneous networks . In Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 135--144 . Yuxiao Dong, Nitesh V Chawla, and Ananthram Swami. 2017. metapath2vec: Scalable representation learning for heterogeneous networks. In Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining. 135--144.

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