Md Amran Siddiqui

According to our database, Md Amran Siddiqui authored at least 6 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Sequential Feature Explanations for Anomaly Detection.

Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong

ACM Trans. Knowl. Discov. Data, 2019

Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback.

Md Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Feedback-Guided Anomaly Discovery via Online Optimization.

Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Ryan Wright, Alec Theriault, David W. Archer

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Detecting Cyberattack Entities from Audit Data via Multi-View Anomaly Detection with Feedback.

Md Amran Siddiqui, Alan Fern, Ryan Wright, Alec Theriault, David W. Archer, William Maxwell

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Incorporating Feedback into Tree-based Anomaly Detection.

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

CoRR, 2017

2016

Finite Sample Complexity of Rare Pattern Anomaly Detection.

Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016