Machine Learning · Statistics
$(1 + \varepsilon)$-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets
Maxim Borisyak, Artem Ryzhikov, Andrey Ustyuzhanin, Denis Derkach +2
2020-05-26
Machine Learning · Computer Science
Efficient GAN-Based Anomaly Detection
Houssam Zenati, Chuan Sheng Foo, Bruno Lecouat, Gaurav Manek +1
2019-05-03
Machine Learning · Computer Science
A Survey on GANs for Anomaly Detection
Federico Di Mattia, Paolo Galeone, Michele De Simoni, Emanuele Ghelfi
2021-09-15
Networking and Internet Architecture · Computer Science
Detecting Clusters of Anomalies on Low-Dimensional Feature Subsets with Application to Network Traffic Flow Data
Zhicong Qiu, David J. Miller, George Kesidis
2015-11-04
Computer Vision and Pattern Recognition · Computer Science
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation
Romain Hermary, Vincent Gaudillière, Abd El Rahman Shabayek, Djamila Aouada
2025-03-10
Applications · Statistics
anomaly : Detection of Anomalous Structure in Time Series Data
Alex Fisch, Daniel Grose, Idris A. Eckley, Paul Fearnhead +1
2024-01-30
Machine Learning · Computer Science
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks
Xuhong Wang, Baihong Jin, Ying Du, Ping Cui +1
2021-03-29
Machine Learning · Computer Science
gen2Out: Detecting and Ranking Generalized Anomalies
Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, T. Noah Hutson +1
2021-11-17
Machine Learning · Computer Science
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review
Mikael Sabuhi, Ming Zhou, Cor-Paul Bezemer, Petr Musilek
2021-10-26
Machine Learning · Computer Science
Generative Anomaly Detection for Time Series Datasets
Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shijie Wen +1
2022-06-30
Computer Vision and Pattern Recognition · Computer Science
Discriminative-Generative Representation Learning for One-Class Anomaly Detection
Xuan Xia, Xizhou Pan, Xing He, Jingfei Zhang +2
2021-07-28