BOOK-CHAPTER

TSI-GAN: Unsupervised Time Series Anomaly Detection Using Convolutional Cycle-Consistent Generative Adversarial Networks

Shyam Sundar SaravananTie LuoMao V. Ngo

Year: 2023 Lecture notes in computer science Pages: 39-54   Publisher: Springer Science+Business Media
Keywords:
Computer science Anomaly detection Ground truth Key (lock) Artificial intelligence Intrusion detection system Time series Convolution (computer science) Data mining Pattern recognition (psychology) Machine learning Artificial neural network

Metrics

10
Cited By
6.51
FWCI (Field Weighted Citation Impact)
25
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Anomaly Detection Techniques and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Digital Media Forensic Detection
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Network Security and Intrusion Detection
Physical Sciences →  Computer Science →  Computer Networks and Communications
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