Results for Convolutional neural networks

Publications & Outputs

1. Machine learning of automatic hierarchical multi-label classification method for identifying metal failure mechanisms

   Han, R., Liu, C.-B., Sun, W., Yu, S., Zheng, H. & Deng, L., 6/06/2025, In: Scientific Reports. 15, 1, 19904.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. High-resolution UAV-based blueberry scorch virus mapping utilizing a deep vision transformer algorithm

   Jamali, A., Lu, B., Gerbrandt, E. M., Teasdale, C., Burlakoti, R. R., Sabaratnam, S., McIntyre, J., Yang, L., Schmidt, M., McCaffrey, D. & Ghamisi, P., 28/02/2025, In: Computers and Electronics in Agriculture. 229, 109726.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

3. The Prevalence of Star-forming Clumps as a Function of Environmental Overdensity in Local Galaxies

   Adams, D., Dickinson, H., Fortson, L., Mantha, K., Mehta, V., Popp, J., Scarlata, C., Lintott, C., Simmons, B. & Walmsley, M., 1/02/2025, In: The Astrophysical Journal. 979, 2

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

4. Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks

   Zhang, S., Gao, M., Ni, Q. & Han, J., 14/04/2023, In: Neurocomputing. 530, p. 116-124 9 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

5. Self-Supervised Leaf Segmentation under Complex Lighting Conditions

   Lin, X., Li, C.-T., Adams, S., Kouzani, A. Z., Jiang, R., He, L., Hu, Y., Vernon, M., Doeven, E. H., Webb, L., Mcclellan, T. & Guskic, A., 31/03/2023, In: Pattern Recognition. 135, 14 p., 109021.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

6. Optimising Terahertz Waveform Selection of a Pharmaceutical Film Coating Process Using Recurrent Network

   Li, X., Williams, B., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y. C., Zeitler, J. A. & Lin, H., 31/07/2022, In: IEEE Transactions on Terahertz Science and Technology. 12, 4, p. 392-400 9 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

7. 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/Magazine › Journal article › peer-review

8. Spatio-Temporal ECG Network for Detecting Cardiac Disorders from Multi-Lead ECGs: 2021 Computing in Cardiology, CinC 2021

   Chen, L., Jiang, Z., Almeida, T. P., Schlindwein, F. S., Shoker, J. S., Ng, G. A., Zhou, H. & Li, X., 10/01/2022, 2021 Computing in Cardiology (CinC). IEEE, p. 1-4 4 p.

   Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

9. An approach for pronunciation classification of classical arabic phonemes using deep learning

   Asif, A., Mukhtar, H., Alqadheeb, F., Ahmad, H. F. & Alhumam, A., 1/01/2022, In: Applied Sciences (Switzerland). 12, 1, 238.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

10. Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

    Asif, A., Khatoon, S., Hasan, M. M., Alshamari, M. A., Abdou, S., Elsayed, K. M. & Rashwan, M., 31/12/2021, In: Journal of Big Data. 8, 1, 28 p., 83.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

11. Fault diagnosis of a rotor-bearing system under variable rotating speeds using two-stage parameter transfer and infrared thermal images

    Shao, H., Li, W., Xia, M., Zhang, Y., Shen, C., Williams, D., Kennedy, A. & De Silva, C. W., 10/09/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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