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LIRA - Fundamentals

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  1. 2020
  2. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  3. Published

    A nonparametric approach to detecting changes in variance in locally stationary time series

    Chapman, J.-L., Eckley, I. & Killick, R., 1/02/2020, In: Environmetrics. 31, 1, 12 p., e2576.

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

  4. Published

    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 Journal/Magazine › Journal article › peer-review

  5. Published

    Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum

    Beaulieu, C., Killick, R. C., Ireland, D. & Norwood, B., 1/02/2020, In: Environmetrics. 31, 1, 14 p., e2568.

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

  6. Published

    State-space ARIMA for supply-chain forecasting

    Svetunkov, I. & Boylan, J. E., 1/02/2020, In: International Journal of Production Research. 58, 3, p. 818-827 10 p.

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

  7. Published

    Information Loss-Guided Multi-Resolution Image Fusion

    Wang, Q., Shi, W. & Atkinson, P. M., 31/01/2020, In: IEEE Transactions on Geoscience and Remote Sensing. 58, 1, p. 45-57 13 p.

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

  8. Published

    Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

    Wen, Z., Yang, H., Zhang, C., Shao, G. & Wu, S., 28/01/2020, In: Remote Sensing. 12, 3, p. 1-21 21 p., 409.

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

  9. Published

    Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

    Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M. & Zheng, Y., 24/01/2020, Medical Image Understanding and Analysis : 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 142-150 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

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

  10. Published

    Learning Active Contour Models for Medical Image Segmentation

    Chen, X., Williams, B., Vallabhanehi, S., Czanner, G., Williams, R. & Zheng, Y., 9/01/2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11632-11640 9 p.

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

  11. Published

    A Simple Combination of Univariate Models

    Petropoulos, F. & Svetunkov, I., 1/01/2020, In: International Journal of Forecasting. 36, 1, p. 110-115 6 p.

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

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