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Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection Journal article
Xu, Shicheng, Li, Wei, Li, Zuoyong, Zhao, Tiesong, Zhang, Bob. Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection[J]. IEEE Transactions on Medical Imaging, 2024.
Authors:  Xu, Shicheng;  Li, Wei;  Li, Zuoyong;  Zhao, Tiesong;  Zhang, Bob
Favorite | TC[Scopus]:0  IF:8.9/11.3 | Submit date：2024/10/10
Medical Anomaly Detection  Correlation Learning  Feature Fusion  Transfer Learning  Chest X-ray  
Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos Journal article
Liang, Rongqin, Li, Yuanman, Zhou, Jiantao, Li, Xia. Text-Driven Traffic Anomaly Detection with Temporal High-Frequency Modeling in Driving Videos[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Liang, Rongqin;  Li, Yuanman;  Zhou, Jiantao;  Li, Xia
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Traffic Anomaly Detection  Multi-modality Learning  High Frequency  Attention  
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2024/05/16
Dmkm: Graph Mining, Social Network Analysis & Community  Dmkm: Anomaly/outlier Detection  Dmkm: Recommender Systems  Ml: Deep Learning Algorithms  Ml: Deep Learning Theory  Ml: Graph-based Machine Learning  Ml: Semi-supervised Learning  Ml: Transparent, Interpretable, Explainable Ml  Ml: Unsupervised & Self-supervised Learning  
Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection Journal article
Zhang, Yongshan, Li, Yijiang, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 5507405.
Authors:  Zhang, Yongshan;  Li, Yijiang;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.0/4.4 | Submit date：2024/07/04
Anomaly Detection  Anomaly Detection  Denoising Autoencoder  Detectors  Geoscience And Remote Sensing  Graph Neural Network  Hyperspectral Imagery  Hyperspectral Imaging  Image Edge Detection  Noise Reduction  Training  
Error Modeling and Anomaly Detection of Smart Electricity Meter Using TSVD+L Method Journal article
Lidan Chen, Keng-Weng Lao, Yongliang Ma, Zhe Zhang. Error Modeling and Anomaly Detection of Smart Electricity Meter Using TSVD+L Method[J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71, 3521314.
Authors:  Lidan Chen;  Keng-Weng Lao;  Yongliang Ma;  Zhe Zhang
Favorite | TC[WOS]:5 TC[Scopus]:14  IF:5.6/5.6 | Submit date：2022/08/26
Anomaly Detection (Ad)  L-curve Optimization  Sliding Window Technique (Swt)  Smart Electricity Meter (Sm)  Truncated Singular Value Decomposition (Tsvd) Regularization  
Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Sarmadi, Hassan, Yuen, Ka Veng. Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 173, 109049.
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite | TC[WOS]:51 TC[Scopus]:58  IF:7.9/8.0 | Submit date：2022/05/13
Generalized Extreme Value  Machine Learning  Mixture Quantile  Probabilistic Anomaly Detection  Structural Health Monitoring  Threshold Estimation  
Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection[J]. IEEE Transactions on Cybernetics, 2022, 53(11), 6843 - 6857.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2022/05/17
Anomaly Detection  Auc Maximization  Imbalance Classification  Kernel  Minimum Enclosing Ball (Meb)  Outlier Detection  Support Vector Machines  Task Analysis  Time Complexity  Training  Upper Bound  
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble Journal article
Guo, Yao, Jiang, Xinyu, Tao, Linkai, Meng, Long, Dai, Chenyun, Long, Xi, Wan, Feng, Zhang, Yuan, Van Dijk, Johannes, Aarts, Ronald M., Chen, Wei, Chen, Chen. Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble[J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 30, 915-924.
Authors:  Guo, Yao;  Jiang, Xinyu;  Tao, Linkai;  Meng, Long;  Dai, Chenyun; et al.
Favorite | TC[WOS]:37 TC[Scopus]:45  IF:4.8/5.4 | Submit date：2022/05/17
Aeeg  Anomaly Detection  Eeg  Seizure Detection System  Supervised Learning  Unsupervised Learning  
Detection of Smart Meter Anomaly with Error Tolerance based on Tikhonov Regularization Conference paper
Chen, Lidan, Lao, Kengweng, Ma, Yongliang, Zhang, Zhe, Dong, Ye, Ying, Haoji. Detection of Smart Meter Anomaly with Error Tolerance based on Tikhonov Regularization[C], 2021, 6886-6891.
Authors:  Chen, Lidan;  Lao, Kengweng;  Ma, Yongliang;  Zhang, Zhe;  Dong, Ye; et al.
Favorite | TC[Scopus]:0 | Submit date：2021/12/08
Anomaly Detection  Out-of-tolerance Errors  Parameter Optimization  Smart Meter  Tikhonov Regularization  
A Network Intrusion Detection Approach Based on Asymmetric Convolutional Autoencoder Conference paper
Shujian Ji, Kejiang Ye, Cheng-Zhong Xu. A Network Intrusion Detection Approach Based on Asymmetric Convolutional Autoencoder[C], 2020, 126 - 140.
Authors:  Shujian Ji;  Kejiang Ye;  Cheng-Zhong Xu
Favorite | TC[Scopus]:7 | Submit date：2022/01/26
Deep Learning  Anomaly Detection  Asymmetric Convolutional Autoencoder  Random Forest