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Research

Dr Richard Jiang

Senior Lecturer

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  1. 2024
  2. Published

    Efficient Quantum Image Classification Using Single Qubit Encoding

    Easom-Mccaldin, P., Belatreche, A., Bouridane, A., Jiang, R. & Almaadeed, S., 29/02/2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1-15 15 p.

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

  3. E-pub ahead of print

    Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

    Longo, L., Brcic, M., Cabitza, F., Choi, J., Confalonieri, R., Ser, J. D., Guidotti, R., Hayashi, Y., Herrera, F., Holzinger, A., Jiang, R., Khosravi, H., Lecue, F., Malgieri, G., Páez, A., Samek, W., Schneider, J., Speith, T. & Stumpf, S., 30/06/2024, In: Information Fusion. 106, 102301.

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

  4. E-pub ahead of print

    Marine Debris Detection in Satellite Surveillance using Attention Mechanisms

    Shen, A., Zhu, Y., Angelov, P. & Jiang, R., 3/01/2024, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 4320-4330 11 p.

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

  5. 2023
  6. Published

    Hyper-Dense_Lung_Seg: Multimodal-Fusion-Based Modified U-Net for Lung Tumour Segmentation Using Multimodality of CT-PET Scans

    Alshmrani, G., Ni, Q. & Jiang, R., 20/11/2023, In: Diagnostics. 13, 22, 23 p., 3481.

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

  7. Forthcoming

    Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions

    Kerim, A., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 24/10/2023, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

  8. Published

    A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.

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

  9. Published

    User-Centric Democratization towards Social Value Aligned Medical AI Services

    Zhang, Z. & Jiang, R., 19/08/2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 6326-6334 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

  10. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

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

  11. Published

    Self-Supervised Leaf Segmentation under Complex Lighting Conditions

    Lin, X., Li, C-T., Adams, S., Kouzani, A. Z., Jiang, R., He, L., Hu, Y., Vernon, M., Doeven, E. H., Webb, L., Mcclellan, T. & Guskic, A., 31/03/2023, In: Pattern Recognition. 135, 14 p., 109021.

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

  12. E-pub ahead of print

    3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images

    Konar, D., Bhattacharyya, S., Gandhi, T. K., Panigrahi, B. K. & Jiang, R., 6/02/2023, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

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