New recipes for graph anomaly detection: Forward diffusion dynamics and graph generation

X Ma, R Li, F Liu, K Ding, J Yang, J Wu - openreview.net
Distinguishing atypical nodes in a graph, which is known as graph anomaly detection, is
more crucial than the generic node classification in real applications, such as fraud and …

Unsupervised anomaly detection: methods and applications

A Putina - 2022 - theses.hal.science
An anomaly (also known as outlier) is an instance that significantly deviates from the rest of
the input data and being defined by Hawkins as' an observation, which deviates so much …

Anomaly Interpretation Method Based on Data Mining for Remote Sensing Satellite Payload

J You, C Lu - International Conference On Signal And Information …, 2022 - Springer
Because of the rapid development of earth observation technology and artificial intelligence
technology, high-resolution optical imaging satellites have emerged continuously, and the …

[引用][C] 강화학습기반이상상태탐지기술동향

이해민, 김중헌 - 한국통신학회학술대회논문집, 2022 - dbpia.co.kr
요 약이상 탐지란 데이터에서 예상과 다른 패턴을 보이는 샘플을 찾는 것이다. 이는 시스템의
안정적인 운용을 위해 반드시 해결해야 할 문제이다. 이상 탐지 분야는 다양한 시나리오를 …