Home > Research > Browse

Results for Deep learning

Publications & Outputs

  1. Robust unsupervised small area change detection from SAR imagery using deep learning

    Zhang, X., Su, H., Zhang, C., Gu, X., Tan, X. & Atkinson, P., 1/03/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 173, p. 79-94 16 p.

    Research output: Contribution to journalJournal articlepeer-review

  2. Privacy-Preserving Wandering Behavior Sensing in Dementia Patients Using Modified Logistic and Dynamic Newton Leipnik Maps

    Shah, S. Y., Ahmad, J., Masood, F., Shah, S. Y., Pervaiz, H., Taylor, W., Imran, M. A. & Abbasi, Q. H., 1/02/2021, In: IEEE Sensors Journal. 21, 3, p. 3669-3679 11 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Retail sales forecasting with meta-learning

    Ma, S. & Fildes, R., 1/01/2021, In: European Journal of Operational Research. 288, 1, p. 111-128 18 p.

    Research output: Contribution to journalJournal articlepeer-review

  4. Optimal auction for delay and energy constrained task offloading in mobile edge computing

    Mashhadi, F., Salinas Monroy, S., Bozorgchenani, A. & Tarchi, D., 24/12/2020, In: Computer Networks. 183, 10 p., 107527.

    Research output: Contribution to journalJournal articlepeer-review

  5. A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 20/11/2020, In: Computational Economics. 29 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. Big data analytics for short and medium-term electricity load forecasting using an AI techniques ensembler

    Ayub, N., Irfan, M., Awais, M., Ali, U., Ali, T., Hamdi, M., Alghamdi, A. & Muhammad, F., 5/10/2020, In: Energies. 13, 19, 21 p.

    Research output: Contribution to journalJournal articlepeer-review

  7. Multi-scale deep intra-class transfer learning for bearing fault diagnosis

    Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.

    Research output: Contribution to journalJournal articlepeer-review

  8. ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments

    Gill, S. S., Tuli, S., Toosi, A. N., Cuadrado, F., Garraghan, P., Bahsoon, R., Lutfiyya, H., Sakellariou, R., Rana, O., Dustdar, S. & Buyya, R., 1/08/2020, In: Journal of Systems and Software. 166, 20 p., 110596.

    Research output: Contribution to journalJournal articlepeer-review

  9. Towards short term electricity load forecasting using improved support vector machine and extreme learning machine

    Ahmad, W., Ayub, N., Ali, T., Irfan, M., Awais, M., Shiraz, M. & Glowacz, A., 5/06/2020, In: Energies. 13, 11, 17 p., 2907.

    Research output: Contribution to journalJournal articlepeer-review

  10. An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

    Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.

    Research output: Contribution to journalJournal articlepeer-review

  11. Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

    Storey, G., Bouridane, A., Jiang, R. & Li, C-T., 29/01/2020, Deep Biometrics. Jiang, R., Li, C-T., Crookes, D., Meng, W. & Rosenberger, C. (eds.). Cham: Springer, p. 37-49 13 p. (Unsupervised and Semi-Supervised Learning ).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

More results »