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Results for Deep learning

Publications & Outputs

  1. A high-performance, hardware-based deep learning system for disease diagnosis

    Siddique, A., Iqbal, M. A., Aleem, M. & Lin, J. C-W., 19/07/2022, In: PeerJ Computer Science. 8, e1034.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Deep learning based brain tumor segmentation: a survey

    Liu, Z., Tong, L., Chen, L., Jiang, Z., Zhou, F., Zhang, Q., Zhang, X., Jin, Y. & Zhou, H., 9/07/2022, (E-pub ahead of print) In: Complex and Intelligent Systems. 26 p., 639.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Cross-Domain Activity Recognition Using Shared Representation in Sensor Data

    Hamad, R. A., Yang, L., Woo, W. L. & Wei, B., 1/07/2022, In: IEEE Sensors Journal. 22, 13, p. 13273-13284 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. A deep learning model for incorporating temporal information in haze removal

    Ma, X., Wang, Q., Tong, X. & Atkinson, P. M., 1/06/2022, In: Remote Sensing of Environment. 274, 17 p., 113012.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Structured Context Enhancement Network for Mouse Pose Estimation

    Zhou, F., Jiang, Z., Liu, Z., Chen, F., Chen, L., Tong, L., Yang, Z., Wang, H., Fei, M., Li, L. & Zhou, H., 31/05/2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 5, p. 2787-2801 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 30/04/2022, In: Computational Economics. 59, 4, p. 1355-1383 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 15/02/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

    Wang, L., Wang, L., Wang, Q. & Atkinson, P. M., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 18 p., 5510018.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. First and Second-order Information Fusion Networks for Remote Sensing Scene Classification

    Li, E., Samat, A., Zhang, C., Du, P. & Liu, W., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009406.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

    Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. 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

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