Home > Research > Browse

Results for deep learning

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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/ISSNConference contribution/Paperpeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-review

  10. Medical Asset Management: Deep Learning Based Asset Usage Prediction in a Hospital Setting Using Real Data

    Esmaeili, M., Akhavan, Z., Nasiri, H., Worku, Y. M., Arzo, S. T., Stavropoulos, A., Devetsikiotis, M. & Zarkesh-Ha, P., 2023, Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 944-951 8 p. (Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023).

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

  11. 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/ISSNConference contribution/Paperpeer-review

More results »

Activities

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

    Fagan, D. (Speaker)

    2/12/2022

    Activity: Talk or presentation typesInvited talk