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Robust deep fuzzy K-means clustering for image data Journal article
Wu, Xiaoling, Yu, Yu Feng, Chen, Long, Ding, Weiping, Wang, Yingxu. Robust deep fuzzy K-means clustering for image data[J]. Pattern Recognition, 2024, 153, 110504.
Authors:  Wu, Xiaoling;  Yu, Yu Feng;  Chen, Long;  Ding, Weiping;  Wang, Yingxu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Deep Convolutional Autoencoder  Laplacian Regularization  Locality Preserving  Unsupervised Image Clustering  
MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition Journal article
Cheng, Dongzhou, Zhang, Lei, Qin, Lutong, Wang, Shuoyuan, Wu, Hao, Song, Aiguo. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(5), 2687-2698.
Authors:  Cheng, Dongzhou;  Zhang, Lei;  Qin, Lutong;  Wang, Shuoyuan;  Wu, Hao; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.7/7.1 | Submit date：2024/05/16
Convolution  Convolutional Autoencoder  Data Models  Decoding  Feature Extraction  Human Activity Recognition  Human Activity Recognition  Masked Reconstruction  Self-supervised Learning  Self-supervised Learning  Sensor  Task Analysis  
Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data Journal article
Li, Yanting, Jiang, Wenbo, Zhang, Guangyao, Shu, Lianjie. Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data[J]. Renewable Energy, 2021, 171, 103-115.
Authors:  Li, Yanting;  Jiang, Wenbo;  Zhang, Guangyao;  Shu, Lianjie
Favorite | TC[WOS]:89 TC[Scopus]:104  IF:9.0/8.1 | Submit date：2021/12/08
Convolutional Autoencoder  Fault Diagnosis  Small-scale Data  Transfer Learning  Wind Turbine  
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