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alex-sousa's Projects

amlsim icon amlsim

The AMLSim project is intended to provide a multi-agent based simulator that generates a series of banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing your machine learning models and graph algorithms. We welcome you to enhance this effort since data set is critical to advance our detection capabilities of money laundering activities .

flowscope icon flowscope

Implementation code of algorithm described in FlowScope: Spotting Money Laundering Based on Graphs. and thanks for the contribution of the coworkers , i.e. , Shenghua Liu and ZiFeng Li.

graphology icon graphology

A robust & multipurpose Graph object for JavaScript & TypeScript.

midas icon midas

Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

neovis.js icon neovis.js

Neo4j + vis.js = neovis.js. Graph visualizations in the browser with data from Neo4j.

pixi-graph icon pixi-graph

Graph visualization library using PIXI.js and Graphology

superset icon superset

Setup Apache Superset with Postgresql DB, Redis Caching, Nginx Server and SSL

transactions-graph-generator icon transactions-graph-generator

Generator for graph of transactions. Is kind of optimized for large graph generations. Contains graph structure generation, nodes information generation (client names, phone numbers, etc...), patterns generation

wikibrain icon wikibrain

Studying collective memories of internet users using Wikipedia viewership statistics

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