Graph autoencoder-based unsupervised outlier detection

Xusheng Du, Jiong Yu, Zheng Chu, +2

Information Sciences

Anomaly DetectionMachine LearningData ScienceData MiningGraph Theory +6

Generative adversarial nets for unsupervised outlier detection

Xusheng Du, Jiaying Chen, Jiong Yu, +2

Expert Systems with Applications

Anomaly DetectionMachine LearningData ScienceMachine VisionPattern Recognition +6

Bearing fault detection by using graph autoencoder and ensemble learning

Meng Wang, Jiong Yu, Hongyong Leng, +2

Scientific Reports

Cluster-Based Improved Isolation Forest

Chen Shao, Xusheng Du, Jiong Yu, +1

Entropy

Anomaly Score-Based Risk Early Warning System for Rapidly Controlling Food Safety Risk

Enguang Zuo, Xusheng Du, Alimjan Aysa, +4

Foods

Anomaly DetectionMachine LearningEngineeringWarning SystemSafety Science +18

Fish Classification Using DNA Barcode Sequences through Deep Learning Method

Lina Jin, Jiong Yu, Xiaoqian Yuan, +1

Symmetry

EngineeringMachine LearningAutoencodersDna SequencesDna Barcoding +16

Video Anomaly Detection Based on Attention Mechanism

Qianqian Zhang, Hongyang Wei, Jiaying Chen, +2

Symmetry

Convolutional Neural NetworkAnomaly DetectionMachine LearningEngineeringVideo Surveillance +15

Fluctuation-based outlier detection

Xusheng Du, Enguang Zuo, Zheng Chu, +2

Scientific Reports

Self-supervised enhanced denoising diffusion for anomaly detection

Shu Li, Jiong Yu, Yi Lu, +3

Information Sciences

Generative adversarial synthetic neighbors-based unsupervised anomaly detection

Lan Chen, Hong Jiang, Lizhong Wang, +4

Scientific Reports