Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA)

• Main Authors: PANG, Guansong, LI, Jundong, HENGEL, Anton Van Den, CAO, Longbing, DIETTERICH, Thomas G.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: anomaly detection; outlier detection; novelty detection; anomaly explanation; novelty explanation; novelty accommodation; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/7056; https://ink.library.smu.edu.sg/context/sis_research/article/8059/viewcontent/3447548.3469453.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...