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Anomaly Mining - Past, Present and Future
2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
unpublished
Anomaly mining is an important problem that finds numerous applications in various real world do- mains such as environmental monitoring, cybersecurity, finance, healthcare and medicine, to name a few. In this article, I focus on two areas, (1) point-cloud and (2) graph-based anomaly mining. I aim to present a broad view of each area, and discuss classes of main research problems, recent trends and future directions. I conclude with key take-aways and overarching open problems. Disclaimer. I
doi:10.24963/ijcai.2021/697
fatcat:ob6us4ek3vbandwmqpv3jtwioe