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DSI - Foundations

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  1. Journal article
  2. Published

    A Comparison of Single and Multiple Changepoint Techniques for Time Series Data

    Shi, X., Gallagher, C., Lund, R. & Killick, R., 30/06/2022, In: Computational Statistics and Data Analysis. 170, 19 p., 107433.

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

  3. Published

    A Novel Data-driven Approach to Autonomous Fuzzy Clustering

    Gu, X., Ni, Q. & Tang, G., 30/06/2022, In: IEEE Transactions on Fuzzy Systems. 30, 6, p. 2073-2085 13 p.

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

  4. Published

    Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

    Jiang, R., Chazot, P. L., Pavese, N., Crookes, D., Bouridane, A. & Celebi, M. E., 30/06/2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 6, p. 2703-2713 11 p., 6.

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

  5. Published

    Data-Driven Web APIs Recommendation for Building Web Applications

    Qi, L., He, Q., Chen, F., Zhang, X., Dou, W. & Ni, Q., 1/06/2022, In: IEEE Transactions on Big Data. 8, 3, p. 685-698 14 p.

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

  6. Published

    Weighted Sparse Simplex Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning

    Peng, H. & Pavlidis, N., 31/05/2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 958–986 29 p.

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

  7. Published

    Textual Variations Affect Human Judgements of Sentiment Values

    Lee Teh, P., Rayson, P., Pak, I., Piao, S., Sze Yin Ho, J., Moore, A. & Cheah, Y-N., 31/05/2022, In: Electronic Commerce Research and Applications. 53, 11 p., 101149.

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

  8. Published

    Design and Performance Analysis of Multi-scale NOMA for Future Communication-Positioning Integration System

    Yin, L., Cao, J., Ni, Q., Ma, Y. & Li, S., 30/04/2022, In: IEEE Journal on Selected Areas in Communications. 40, 4, p. 1333-1345 13 p.

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

  9. Published

    Hydrodynamic studies of floating structures: Comparison of wave-structure interaction modelling

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 1/04/2022, In: Ocean Engineering. 249, 16 p., 110878.

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

  10. Published

    Addressing endogeneity when estimating stochastic ray production frontiers: a Bayesian approach

    Tsionas, M., Izzeldin, M., Henningsen, A. & Paravalos, E., 31/03/2022, In: Empirical Economics. 62, 3, p. 1345-1363 19 p.

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

  11. Published

    Metaheuristics “In the Large”

    Swan, J., Adriaensen, S., Brownlee, A. E. I., Hammond, K., Johnson, C. G., Kheiri, A., Krawiec, F., Merelo, J. J., Minku, L. L., Özcan, E., Pappa, G. L., García-Sánchez, P., Sörensen, K., Voß, S., Wagner, M. & White, D. R., 31/03/2022, In: European Journal of Operational Research. 297, 2, p. 393-406 14 p.

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

  12. Forthcoming

    The Debiased Spatial Whittle Likelihood

    Guillaumin, A. P., Sykulski, A., Olhede, S. C. & Simons, F. J., 4/03/2022, (Accepted/In press) In: Journal of the Royal Statistical Society: Series B (Statistical Methodology).

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

  13. Published

    A Stacked Machine and Deep Learning-based Approach for Analysing Electricity Theft in Smart Grids

    Khan, I. U., Javeid, N., Taylor, C. J., Gamage, K. & Ma, X., 1/03/2022, In: IEEE Transactions on Smart Grid. 13, 2, p. 1633-1644 12 p.

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

  14. Published

    On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems

    Shinde, S. S., Bozorgchenani, A., Tarchi, D. & Ni, Q., 28/02/2022, In: IEEE Transactions on Vehicular Technology. 71, 2, p. 2041-2057 17 p.

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

  15. Published

    A multivariate pseudo-likelihood approach to estimating directional ocean wave models

    Grainger, J. P., Sykulski, A. M., Ewans, K., Hansen, H. F. & Jonathan, P., 8/02/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  16. Published

    Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 7/02/2022, In: Journal of Statistical Software. 101, 10, 31 p.

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

  17. Published

    A hybrid LSTM-KLD approach to condition monitoring of operational wind turbines

    Wu, Y. & Ma, X., 31/01/2022, In: Renewable Energy. 181, p. 554-566 13 p.

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

  18. Published

    A Dataset of Hourly Sea Surface Temperature From Drifting Buoys

    Elipot, S., Sykulski, A., Lumpkin, R., Centurioni, L. & Pazos, M., 20/01/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  19. Published

    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/Magazine › Journal article › peer-review

  20. Published

    Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification

    Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.

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

  21. Published

    Resource Allocation for Latency-aware Federated Learning in Industrial Internet-of-Things

    Gao, W., Zhao, Z., Min, G., Ni, Q. & Jiang, Y., 31/12/2021, In: IEEE Transactions on Industrial Informatics. 17, 12, p. 8505-8513 9 p.

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

  22. Published

    Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game

    Wu, H., Zhang, J., Cai, Z., Ni, Q., Zhou, T., Yu, J., Chen, H. & Liu, F., 31/12/2021, In: IEEE Internet of Things Journal. 8, 23, p. 16972-16983 12 p.

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

  23. Published

    CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

    Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

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

  24. Published

    Yield Spread Determinants of Sukuk and Conventional Bonds

    Saeed, M., Elnahass, M., Izzeldin, M. & Tsionas, M., 31/12/2021, In: Economic Modelling. 105, 17 p., 105664.

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

  25. Published

    The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs

    Page, S. & Grunewalder, S., 30/11/2021, In: Bernoulli. 27, 4, p. 2241 - 2266 16 p.

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

  26. Published

    Radiation testing of low cost, commercial off the shelf microcontroller board

    Fried, T., Di Buono, A., Cheneler, D., Cockbain, N., Dodds, J., Green, P. R., Lennox, B., Taylor, C. J. & Monk, S., 31/10/2021, In: Nuclear Engineering and Technology. 53, 10, p. 3335-3343 9 p.

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

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