ANDEA: anomaly and novelty detection, explanation, and accommodation

• Main Authors: PANG, Guansong, LI, Jundong, VAN DEN HENGEL, Anton, CAO, Longbin, DIETTERICH, Thomas G.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Anomaly detection; Anomaly explanation; Novelty accommodation; Novelty detection; Novelty explanation; Outlier detection; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/7543; https://ink.library.smu.edu.sg/context/sis_research/article/8546/viewcontent/ANDEA___anomaly_and_novelty_detection__explanation__and_accommodation.pdf
• Institution: Singapore Management University

The detection of, explanation of, and accommodation to anomalies and novelties are active research areas in multiple communities, including data mining, machine learning, and computer vision. They are applied in various guises including anomaly detection, out-of-distribution example detection, adver...