Heterogeneous financial fraud detection graph derived from the IEEE-CIS fraud detection dataset. Contains transaction and identity nodes with 22 edge types representing card, address, email, and device relations.
npx keepset fetch ieee-cis-g
Nodes
1,592,008
Edges
1,383,371
Size
97.4 MiB
This entry has no fetchable recipe yet: no download is in a form keepset reads yet (ieee-cis-zip: the archive holds the IEEE-CIS fraud detection competition's raw transaction and identity tables, not a graph: H2GB builds its graph from shared card, address, email and device fields with its own construction code)
Junheng Lin, Yibin Shen, Yifan Wang, Fangzhao Wu, Xiang Wang (2024). H2GB: A Hierarchical Heterogeneous Graph Benchmark for Node Property Prediction. Proceedings of the AAAI Conference on Artificial Intelligence.
Recipe
Status
not fetchable: no download is in a form keepset reads yet (ieee-cis-zip: the archive holds the IEEE-CIS fraud detection competition's raw transaction and identity tables, not a graph: H2GB builds its graph from shared card, address, email and device fields with its own construction code)
Crosswalk
keepset/topology to graph/v1, as a crossmap crosswalk.