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  1. Published

    A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings Using Deep Neural Networks

    Xia, M., Li, T., Shu, T., Wan, J., De Silva, C. W. & Wang, Z., 1/06/2019, In: IEEE Transactions on Industrial Informatics. 15, 6, p. 3703-3711 9 p., 8454498.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    A framework of design weakness detection through machine health monitoring for the evolutionary design optimization of multi-domain systems

    Xia, M. & De Silva, C. W., 15/10/2014, Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014. Institute of Electrical and Electronics Engineers Inc., p. 205-210 6 p. 6926455. (Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  3. Published

    Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

    Xia, M., Shao, H., Williams, D., Lu, S., Shu, L. & de Silva, C. W., 30/11/2021, In: Reliability Engineering and System Safety. 215, 9 p., 107938.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Research on a Fiber Optic Oxygen Sensor Based on All-Phase Fast Fourier Transform (apFFT) Phase Detection

    Xia, P., Zhou, H., Sun, H., Sun, Q. & Griffiths, R., 7/09/2022, In: Sensors. 22, 18, 15 p., 6753.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    A Stacked GRU-RNN-based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation

    Xia, M., Shao, H., Ma, X. & de Silva, C. W., 31/10/2021, In: IEEE Transactions on Industrial Informatics. 17, 10, p. 7050-7059 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Intelligent fault diagnosis approach with unsupervised feature learning by stacked denoising autoencoder

    Xia, M., Li, T., Liu, L., Xu, L. & de Silva, C. W., 7/09/2017, In: IET Science, Measurement and Technology. 11, 6, p. 687-695 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices

    Xia, T., Jiang, R., Fu, Y. Q. & Jin, N., 17/10/2019, In: IOP Conference Series: Materials Science and Engineering. 646, 7 p., 012048.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Closed-loop design evolution of engineering system using condition monitoring through internet of things and cloud computing

    Xia, M., Li, T., Zhang, Y. & De Silva, C. W., 4/06/2016, In: Computer Networks. 101, p. 5-18 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. E-pub ahead of print

    Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction

    Xia, J., Wang, S., Wang, X., Xia, M., Xie, K. & Cao, J., 20/10/2022, (E-pub ahead of print) In: International Journal of Machine Learning and Cybernetics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    An approach for bearing fault diagnosis based on PCA and multiple classifier fusion

    Xia, M., Kong, F. & Hu, F., 24/10/2011, Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011. IEEE, p. 321-325 5 p. 6030215. (Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011; vol. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

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