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Active Anomaly Detection for time-domain discoveries


Sep 29, 2019
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev, Maria V. Pruzhinskaya, Alina A. Volnova, Vladimir S. Korolev, Florian Mondon, Sreevarsha Sreejith, Anastasia Malancheva, Shubhomoy Das

* 8 pages, 5 figures, to be submitted - comments are welcome 

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Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability


Jan 23, 2019
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

* 47 pages including appendix; code is available at https://github.com/shubhomoydas/ad_examples. arXiv admin note: substantial text overlap with arXiv:1809.06477 

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GLAD: GLocalized Anomaly Detection via Active Feature Space Suppression


Oct 12, 2018
Shubhomoy Das, Janardhan Rao Doppa

* 6 pages, added more details on the equations, and made the texts in the figure larger 

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Active Anomaly Detection via Ensembles


Sep 17, 2018
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

* 14 pages 

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Incorporating Feedback into Tree-based Anomaly Detection


Aug 30, 2017
Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui

* 8 Pages, KDD 2017 Workshop on Interactive Data Exploration and Analytics (IDEA'17), August 14th, 2017, Halifax, Nova Scotia, Canada 

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A Meta-Analysis of the Anomaly Detection Problem


Aug 26, 2016
Andrew Emmott, Shubhomoy Das, Thomas Dietterich, Alan Fern, Weng-Keen Wong


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