Code for paper "Detecting Cash-out Users via Dense Subgraphs"
ANTICO is developped for spotting cash-out users based on bipartite graph and subgraph detection. It is designed for credit card services and real-world banking data.
Main Contact:
- Yingsheng Ji (jiyingsheng@gmail.com)
- Zheng Zhang (zhang.zh0707@gmail.com)
============ RUNNING ANTICO ON A TEST EXAMPLE ============
Support python 3.6
pip install -r requirements.txt
The direct way to use ANTICO is to run in command line:
python toy.py
where default demo is running on a synthetic dataset.
Input Data Fromat:
- cards: account id, personal credit limit, label
- merchants: account id, prior, label
- transactions: card account id, merchant account id, amount, timestamp, label
The main configuration items involve start_date and ending_date, and time_spans in config.py.