Shubhomoy Das

According to our database1, Shubhomoy Das authored at least 16 papers between 2011 and 2024.

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Bibliography

2024
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning.
J. Artif. Intell. Res., 2024

2020
Discovering Anomalies by Incorporating Feedback from an Expert.
ACM Trans. Knowl. Discov. Data, 2020

2019
Active Anomaly Detection for time-domain discoveries.
CoRR, 2019

Active Anomaly Detection via Ensembles: Insights, Algorithms, and Interpretability.
CoRR, 2019

2018
GLAD: GLocalized Anomaly Detection via Active Feature Space Suppression.
CoRR, 2018

Active Anomaly Detection via Ensembles.
CoRR, 2018

2017
Incorporating Feedback into Tree-based Anomaly Detection.
CoRR, 2017

2016
Finite Sample Complexity of Rare Pattern Anomaly Detection.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Incorporating Expert Feedback into Active Anomaly Discovery.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Systematic Construction of Anomaly Detection Benchmarks from Real Data.
CoRR, 2015

2014
You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems.
IEEE Trans. Software Eng., 2014

2013
End-user feature labeling: Supervised and semi-supervised approaches based on locally-weighted logistic regression.
Artif. Intell., 2013


2011
End-user feature labeling: a locally-weighted regression approach.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Where Are My Intelligent Assistant's Mistakes? A Systematic Testing Approach.
Proceedings of the End-User Development - Third International Symposium, 2011

End-User Feature Labeling via Locally Weighted Logistic Regression.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011


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