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Shubhomoy Das
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2020 – today
- 2024
- [j4]Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning. J. Artif. Intell. Res. 80: 127-170 (2024) - 2020
- [j3]Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott:
Discovering Anomalies by Incorporating Feedback from an Expert. ACM Trans. Knowl. Discov. Data 14(4): 49:1-49:32 (2020)
2010 – 2019
- 2019
- [i6]Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability. CoRR abs/1901.08930 (2019) - [i5]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:
Active Anomaly Detection for time-domain discoveries. CoRR abs/1909.13260 (2019) - 2018
- [i4]Shubhomoy Das, Md. Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Active Anomaly Detection via Ensembles. CoRR abs/1809.06477 (2018) - [i3]Shubhomoy Das, Janardhan Rao Doppa:
GLAD: GLocalized Anomaly Detection via Active Feature Space Suppression. CoRR abs/1810.01403 (2018) - 2017
- [i2]Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui:
Incorporating Feedback into Tree-based Anomaly Detection. CoRR abs/1708.09441 (2017) - 2016
- [c6]Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott:
Incorporating Expert Feedback into Active Anomaly Discovery. ICDM 2016: 853-858 - [c5]Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das:
Finite Sample Complexity of Rare Pattern Anomaly Detection. UAI 2016 - 2015
- [i1]Andrew Emmott, Shubhomoy Das, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong:
Systematic Construction of Anomaly Detection Benchmarks from Real Data. CoRR abs/1503.01158 (2015) - 2014
- [j2]Alex Groce, Todd Kulesza, Chaoqiang Zhang, Shalini Shamasunder, Margaret M. Burnett, Weng-Keen Wong, Simone Stumpf
, Shubhomoy Das, Amber Shinsel, Forrest Bice, Kevin McIntosh:
You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems. IEEE Trans. Software Eng. 40(3): 307-323 (2014) - 2013
- [j1]Shubhomoy Das, Travis Moore, Weng-Keen Wong, Simone Stumpf
, Ian Oberst, Kevin McIntosh, Margaret M. Burnett:
End-user feature labeling: Supervised and semi-supervised approaches based on locally-weighted logistic regression. Artif. Intell. 204: 56-74 (2013) - [c4]Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader
, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau
, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos
, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen
:
Detecting insider threats in a real corporate database of computer usage activity. KDD 2013: 1393-1401 - 2011
- [c3]Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis Moore, Simone Stumpf, Kevin McIntosh, Margaret M. Burnett:
End-User Feature Labeling via Locally Weighted Logistic Regression. AAAI 2011: 1575-1578 - [c2]Todd Kulesza, Margaret M. Burnett, Simone Stumpf
, Weng-Keen Wong, Shubhomoy Das, Alex Groce, Amber Shinsel, Forrest Bice, Kevin McIntosh:
Where Are My Intelligent Assistant's Mistakes? A Systematic Testing Approach. IS-EUD 2011: 171-186 - [c1]Weng-Keen Wong, Ian Oberst, Shubhomoy Das, Travis Moore, Simone Stumpf
, Kevin McIntosh, Margaret M. Burnett:
End-user feature labeling: a locally-weighted regression approach. IUI 2011: 115-124
Coauthor Index
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last updated on 2024-07-10 21:32 CEST by the dblp team
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