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Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin, Li, Jia ming. Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder[J]. Expert Systems with Applications, 2024, 254, 124256.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin;  Li, Jia ming
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Federated Learning  Intelligent Fault Diagnosis  Stacked Capsule Autoencoder  Wind Turbine  
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  
Adaptive spectrum amplitude modulation method for rolling bearing fault frequency determination Journal article
Tu, Zhaoyu, Luo, Zeyu, Li, Menghui, Wang, Jun, Yang, Zhi Xin, Wang, Xianbo. Adaptive spectrum amplitude modulation method for rolling bearing fault frequency determination[J]. Measurement Science and Technology, 2024, 35(11), 116108.
Authors:  Tu, Zhaoyu;  Luo, Zeyu;  Li, Menghui;  Wang, Jun;  Yang, Zhi Xin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.7/2.4 | Submit date：2024/09/03
Adaptive Filter  Fault Frequency Determination  Magnitude Order  Sparse Stacked Autoencoder  Spectral Amplitude Modulation  
Multilayer Stacked Evolving Fuzzy System Combined With Compressed Representation Learning Journal article
Huang, Hui, Rong, Hai Jun, Yang, Zhao Xu, Vong, Chi Man. Multilayer Stacked Evolving Fuzzy System Combined With Compressed Representation Learning[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(4), 2223-2234.
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/05/02
Evolving Fuzzy System (Efs)  Representation Learning  Stacked Autoencoder  Very Sparse Random Projection  
Classification of MLH1 Missense VUS Using Protein Structure-Based Deep Learning-Ramachandran Plot-Molecular Dynamics Simulations Method Journal article
Tam, Benjamin, Qin, Zixin, Zhao, Bojin, Sinha, Siddharth, Lei, Chon Lok, Wang, San Ming. Classification of MLH1 Missense VUS Using Protein Structure-Based Deep Learning-Ramachandran Plot-Molecular Dynamics Simulations Method[J]. International Journal of Molecular Sciences, 2024, 25(2), 850.
Authors:  Tam, Benjamin;  Qin, Zixin;  Zhao, Bojin;  Sinha, Siddharth;  Lei, Chon Lok; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.9/5.6 | Submit date：2024/02/22
Autoencoder  Deep Learning  Mlh1  Molecular Dynamics Simulation  Neural Network  Ramachandran Plot  Vus  
A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin. A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder[J]. IEEE Sensors Journal, 2024, 24(1), 1018-1027.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.3/4.2 | Submit date：2024/02/22
Ensemble Learning  Intelligent Fault Diagnosis (Ifd)  Rotating Machinery  Stacked Capsule Autoencoder (Scae)  
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  
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  
LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders Conference paper
Sun, Xingwu, Yang, Zhen, Xie, Ruobing, Lian, Fengzong, Kang, Zhanhui, Xu, Chengzhong. LightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders[C]:European Language Resources Association (ELRA), 2024, 10499-10510.
Authors:  ; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/07/04
Lightweight v&l Pre-training  Mask Autoencoder  Vision-language Pre-training  
Deep Generative Imputation Model for Missing Not At Random Data Conference paper
Jialei Chen, Yuanbo Xu, Pengyang Wang, Yongjian Yang. Deep Generative Imputation Model for Missing Not At Random Data[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2023, 316 - 325.
Authors:  Jialei Chen;  Yuanbo Xu;  Pengyang Wang;  Yongjian Yang
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2023/12/13
Deep Generative Models  Imputation  Missing Data  Missing Not At Random  Variational Autoencoder