Results for deep learning

Activities

1. XAI Explainability for AEC - The Parametric Social Distance Lab

   Fagan, D. (Speaker)

   2/12/2022

   Activity: Talk or presentation types › Invited talk

Publications & Outputs

1. UReslham: Radar reflectivity inversion for smart agriculture with spatial federated learning over geostationary satellite observations

   Jin, Z., Xu, X., Bilal, M., Wu, S. & Lin, H., 30/06/2024, In: Computational Intelligence. 40, 3, e12684.

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

2. Open switch fault diagnosis of cascaded H-bridge 5-level inverter using deep learning

   Arif, M. N., Din, Z. U., ul Haq, A., Cheema, K. M., Milyani, A. H., Naeem-ul-Islam & Ashfaq, I., 22/05/2024, In: Frontiers in Energy Research. 12, 1388273.

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

3. Individualized survival prediction and surgery recommendation for patients with glioblastoma

   Zhu, E., Wang, J., Jing, Q., Shi, W., Xu, Z., Ai, P., Chen, Z., Dai, Z., Shan, D. & Ai, Z., 9/05/2024, In: Frontiers in Medicine. 11, 1330907.

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

4. Optimizing adjuvant treatment options for patients with glioblastoma

   Zhu, E., Wang, J., Shi, W., Jing, Q., Ai, P., Shan, D. & Ai, Z., 21/02/2024, In: Frontiers in Neurology. 15, 1326591.

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

5. Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023)

   Kang, J., Patel, M., Agrawal, A., Sevitha, S., Srinivasa, R., Bellato, S., Kumar, M. A., Tsang, N. & El-Haj, M., 22/01/2024, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C.-W. & Agrawal, R. (eds.). Los Alamitos, CA, USA: IEEE Computer Society Press, p. 2839-2844 6 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

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

6. Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

   Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

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

7. Intelligent Retrieval of Radar Reflectivity Factor With Privacy Protection Under Meteorological Satellite Remote Sensing

   Lin, H., Xu, X., Bilal, M., Cheng, Y. & Liu, D., 19/07/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 6948-6957 10 p.

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

8. Unassisted Clinicians Versus Deep Learning-Assisted Clinicians in Image-Based Cancer Diagnostics: Systematic Review With Meta-analysis

   Xue, P., Si, M., Qin, D., Wei, B., Seery, S., Ye, Z., Chen, M., Wang, S., Song, C., Zhang, B., Ding, M., Zhang, W., Bai, A., Yan, H., Dang, L., Zhao, Y., Rezhake, R., Zhang, S., Qiao, Y. & Qu, Y. & 1 others, Jiang, Y., 2/03/2023, In: Journal of Medical Internet Research. 25, 16 p., e43832.

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

9. Improving face recognition using deep autoencoders and feature fusion

   Khider, A., Djemili, R., Bouridane, A. & Jiang, R., 30/01/2023, In: International Journal of Biometrics. 15, 1, p. 40-58 19 p.

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

10. MapReader: a computer vision pipeline for the semantic exploration of maps at scale

    Hosseini, K., Wilson, D. C. S., Beelen, K. & McDonough, K., 11/11/2022, Proceedings of the 6th ACM SIGSPATIAL International Workshop on Geospatial Humanities, GeoHumanities 2022. Moncla, L., Martins, B. & McDonough, K. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 8-19 12 p. (Proceedings of the 6th ACM SIGSPATIAL International Workshop on Geospatial Humanities, GeoHumanities 2022).

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

11. A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/08/2022, In: IEEE Sensors Journal. 22, 16, p. 16573 - 16585 13 p.

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

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