Paper Reference

mdBI16

Evgeny Burnaev and Vladislav Ishimtsev. Conformalized density- and distance-based anomaly detection in time-series data. CoRR, 2016. URL: http://arxiv.org/abs/1608.04585, arXiv:1608.04585.

mdSFTLargouet17

Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, and Christine Largouët. Anomaly detection in streams with extreme value theory. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, 1067–1075. ACM, 2017. URL: https://doi.org/10.1145/3097983.3098144, doi:10.1145/3097983.3098144.

mdMLA18

Emaad A. Manzoor, Hemank Lamba, and Leman Akoglu. Xstream: outlier detection in feature-evolving data streams. In Yike Guo and Faisal Farooq, editors, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018, 1963–1972. ACM, 2018. URL: https://doi.org/10.1145/3219819.3220107, doi:10.1145/3219819.3220107.