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Results for deep learning

Publications & Outputs

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Framework to create cloud-free remote sensing data using passenger aircraft as the platform

    Wang, C., Wang, S., Cui, H., Šebela, M., Zhang, C., Gu, X., Fang, X., Hu, Z., Tang, Q. & Wang, Y., 7/07/2021, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

    Ding, X., Li, Y., Yang, J., Li, H., Liu, L., Liu, Y. & Zhang, C., 23/06/2021, In: Remote Sensing. 13, 13, p. 1-17 17 p., 2445.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. COVID-19 Detection Empowered with Machine Learning and Deep Learning Techniques: A Systematic Review

    Rehman, A., Iqbal, M. A., Xing, H. & Ahmed, I., 10/04/2021, In: Applied Sciences. 11, 8, 3414.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

    Zhang, X., Liu, G., Zhang, C., Atkinson, P., Tan, X., Jian, X., Zhou, X. & Li, Y., 7/02/2020, In: Remote Sensing. 12, 3, p. 1-22 22 p., 548.

    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