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Publications & Outputs

  1. Environmental Consequence of Deep Learning

    Borowiec, D., Harper, R. H. R. & Garraghan, P., 10/09/2021, (Accepted/In press) In: ITNOW.

    Research output: Contribution to journalJournal articlepeer-review

  2. Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 12/07/2021, In: WIREs Data Mining and Knowledge Discovery. 13 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. 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, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. 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 journalJournal articlepeer-review

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

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 30/12/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. 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 journalJournal articlepeer-review

  7. A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In: Remote Sensing. 11, 20, 20 p., 2370.

    Research output: Contribution to journalJournal articlepeer-review

  8. DECODE: Deep Confidence Network for Robust Image Classification

    Ding, G., Guo, Y., Chen, K., Chu, C., Han, J. & Dai, Q., 1/08/2019, In: IEEE Transactions on Image Processing. 28, 8, p. 3752 - 3765 14 p.

    Research output: Contribution to journalJournal articlepeer-review

  9. Spatial Disaggregation of Historical Census DataLeveraging Multiple Sources of Ancillary Information

    Monteiro, J., Martins, B., Murrieta-Flores, P. & Pires, J. M., 26/07/2019, In: ISPRS International Journal of Geo-Information. 8, 8, 22 p., 327.

    Research output: Contribution to journalJournal articlepeer-review

  10. Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges

    Usama, M., Qadir, J., Raza, A., Arif, H., Yau, K. A., Elkhatib, Y., Hussain, A. & Al-Fuqaha, A., 14/05/2019, In: IEEE Access. 7, p. 65579 - 65615 38 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval

    Wu, G., Han, J., Guo, Y., Liu, L., Ding, G., Ni, Q. & Shao, L., 04/2019, In: IEEE Transactions on Image Processing. 28, 4, p. 1993-2007 15 p.

    Research output: Contribution to journalJournal articlepeer-review

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