2025
MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in Gearbox.
IEEE Trans. Fuzzy Syst., January, 2025
2024
A Framework of Decentralized Federated Learning With Soft Clustering and 1-Bit Compressed Sensing for Vehicular Networks.
IEEE Internet Things J., July, 2024
Multi-Source Information Fusion Based DLaaS for Traffic Flow Prediction.
IEEE Trans. Computers, April, 2024
A Real-Time Bearing Fault Diagnosis Model Based on Siamese Convolutional Autoencoder in Industrial Internet of Things.
IEEE Internet Things J., February, 2024
Federated learning enabled graph convolutional autoencoder and factorization machine for potential friendship prediction in social networks.
Inf. Fusion, February, 2024
A Multi-Layer Model Based on Transformer and Deep Learning for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., January, 2024
PATrans: Pixel-Adaptive Transformer for edge segmentation of cervical nuclei on small-scale datasets.
Comput. Biol. Medicine, January, 2024
An efficient Fusion-Purification Network for Cervical pap-smear image classification.
Comput. Methods Programs Biomed., 2024
CNAC-Seg: Effective segmentation for cervical nuclei in adherent cells and clusters via exploring gaps of receptive fields.
Biomed. Signal Process. Control., 2024
2023
A Masked One-Dimensional Convolutional Autoencoder for Bearing Fault Diagnosis Based on Digital Twin Enabled Industrial Internet of Things.
IEEE J. Sel. Areas Commun., October, 2023
HR-ASPP: An improved semantic segmentation model of cervical nucleus images with accurate spatial localization and better shape feature extraction based on Deeplabv3+.
Proceedings of the 15th International Conference on Digital Image Processing, 2023
Rainfall spatiotemporal interpolation method based on CNN-GRU with attention.
Proceedings of the 15th International Conference on Digital Image Processing, 2023
Pedestrian target detection on high-speed pavement using improved YOLOv5.
Proceedings of the 15th International Conference on Digital Image Processing, 2023
2022
Potential friendship discovery in social networks based on hybrid ensemble multiple collaborative filtering models in a 5G network environment.
Digit. Commun. Networks, December, 2022
Deep-Learning-Based Mobile Group Intelligence Perception Mechanism Oriented to User Privacy and Data Security in the Internet of Things.
IEEE Wirel. Commun., 2022
Attention Mechanism With Spatial-Temporal Joint Model for Traffic Flow Speed Prediction.
IEEE Trans. Intell. Transp. Syst., 2022
Learning Group-Disentangled Representation for Interpretable Thoracic Pathologic Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Multimodal Brain Tumor Segmentation Based on an Intelligent UNET-LSTM Algorithm in Smart Hospitals.
ACM Trans. Internet Techn., 2021
Parallel Deep Learning Algorithms With Hybrid Attention Mechanism for Image Segmentation of Lung Tumors.
IEEE Trans. Ind. Informatics, 2021
Network Representation Learning-Enhanced Multisource Information Fusion Model for POI Recommendation in Smart City.
IEEE Internet Things J., 2021
Automatic hyperspectral Image Classification based on Deep Feature fusion Network.
Int. J. Robotics Autom., 2021
2020
Vehicular Ad Hoc Network Representation Learning for Recommendations in Internet of Things.
IEEE Trans. Ind. Informatics, 2020
2019
Comprehensive Driver State Recognition Based on Deep Learning and PERCLOS Criterion.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
2018
Application of the Bionic Concept in Reducing the Complexity Noise and Drag of the Mega High-Speed Train Based on Computer Simulation Technologies.
Complex., 2018
Complexity Analysis on the Aerodynamic Performance of the Mega High-Speed Train Caused by the Wind Barrier on the Embankment.
Complex., 2018
2017
Intelligent Fault Diagnosis of the High-Speed Train With Big Data Based on Deep Neural Networks.
IEEE Trans. Ind. Informatics, 2017
Numerical optimization and experimental research on listening environment of crew based on neural networks.
Neurocomputing, 2017
2012
A self-updating model for analysing system reconfigurability.
Eng. Appl. Artif. Intell., 2012
2009
An extended qualitative multi-faults diagnosis from first principles II: Algorithm and case study.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
An extended qualitative multi-faults diagnosis from first principles I: Theory and modelling.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
A formal framework of reconfigurable control based on model checking.
Proceedings of the American Control Conference, 2008