Finite Sample Complexity of Rare Pattern Anomaly Detection. - Md Amran Siddiqui; Alan Fern; Thomas G. Dietterich; Shubhomoy Das (UAI, 2016)

Incorporating Feedback into Tree-based Anomaly Detection. - Shubhomoy Das; Weng-Keen Wong; Alan Fern; Thomas G. Dietterich; Md Amran Siddiqui (CoRR, 2017)

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 (AAAI Workshops, 2018)

Feedback-Guided Anomaly Discovery via Online Optimization. - Md Amran Siddiqui; Alan Fern; Thomas G. Dietterich; Ryan Wright; Alec Theriault; David W. Archer (KDD, 2018)

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 (ICASSP, 2019)

Sequential Feature Explanations for Anomaly Detection. - Md Amran Siddiqui; Alan Fern; Thomas G. Dietterich; Weng-Keen Wong (ACM Trans. Knowl. Discov. Data, 2019)