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Results for deep learning

Publications & Outputs

  1. 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

  2. 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

  3. 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 othersJiang, Y., 2/03/2023, In: Journal of Medical Internet Research. 25, 16 p., e43832.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. 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

  5. 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/MagazineJournal articlepeer-review

  6. A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. MULDASA: Multifactor Lexical Sentiment Analysis of Social-Media Content in Nonstandard Arabic Social Media

    Alwakid, G., Osman, T., El-Haj, M., Alanazi, S., Humayun, M. & Us Sama, N., 9/04/2022, In: Applied Sciences. 12, 8, 18 p., 3806.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. CryoSat-2 waveform classification for melt event monitoring

    Vermeer, M., Völgyes, D., McMillan, M. & Fantin, D., 28/03/2022, In: Proceedings of the Northern Lights Deep Learning Workshop. 3, 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. A2-FPN for semantic segmentation of fine-resolution remotely sensed images

    Li, R., Wang, L., Zhang, C., Duan, C. & Zheng, S., 28/02/2022, In: International Journal of Remote Sensing. 43, 3, p. 1131-1155 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Environmental Consequence of Deep Learning

    Borowiec, D., Harper, R. H. R. & Garraghan, P., 11/01/2022, In: ITNOW. 63, 4, p. 10-11 2 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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Activities

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

    Des Fagan (Speaker)

    2/12/2022

    Activity: Talk or presentation typesInvited talk