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LIRA - Society and Human Behaviour

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  1. 2024
  2. Published

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 31/05/2024, In: Computational Statistics. 39, 3, p. 1203-1239 37 p.

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

  3. Published

    A large multiclass dataset of CT scans for COVID-19 identification

    Almeida Soares, E., Angelov, P., Biaso, S., Froes, M. H. & Abe, D. K., 1/04/2024, In: Evolving Systems. 15, 1, p. 635–640 5 p.

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

  4. Published

    Resilient Digital Technologies

    Jacobs, N., Mason, Z., Perez Ojeda, D., Galabo, R., Green, D. P., Lindley, J., Craigon, P. J., Benford, S., Darzentas, D. & Wagner, H. G., 8/02/2024, Design and Covid-19: From Reaction to Resilience. Cooper, R. & Mullagh, L. (eds.). London: Bloomsbury Academic

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  5. 2023
  6. Published

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/12/2023, In: Journal of Glaciology. 69, 278, p. 1834-1845 12 p.

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

  7. Published

    Delay in loop ileostomy reversal surgery does not impact upon post-operative clinical outcomes. Complications are associated with an increased loss of microflora in the defunctioned intestine

    Beamish, E. L., Johnson, J., Shih, B., Killick, R., Dondelinger, F., McGoran, C., Brewster-Craig, C., Davies, A., Bhowmick, A. & Rigby, R. J., 31/12/2023, In: Gut Microbes. 15, 1, 2199659.

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

  8. Published

    Can Chat-GPT coach the business leaders of tomorrow?

    Ryder, M., 27/09/2023

    Research output: Exhibits, objects and web-based outputs › Blog

  9. Published

    Designing Physical and Virtual Speculative Walkshops to Explore Public Space Internet of Things

    Kwon, N., Jacobs, N., Mullagh, L. & Bourne, J., 27/09/2023, Perspectives on Design and Digital Communication IV : Research, Innovations and Best Practices. Martins, N., Brandão, D. & Fernandes-Marcos, A. (eds.). Cham: Springer, p. 135-156 22 p. (Springer Series in Design and Innovation; vol. 33).

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

  10. Published

    United Kingdom: A Case Study of Lancaster

    Cooper, R., Mullagh, L., Jacobs, N. & Kwon, N., 1/09/2023, Cities Under COVID-19: A Systems Perspective. Howden-Chapman, P., Gatzweiler, F. W., Cooper, R. & Luginaa, I. (eds.). Singapore: Springer, p. 219-233 15 p.

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

  11. Published

    Autonomous learning for fuzzy systems: a review

    Gu, X., Han, J., Shen, Q. & Angelov, P. P., 31/08/2023, In: Artificial Intelligence Review. 56, 8, p. 7549-7595 47 p.

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

  12. Published

    Investigating Relationship Conflict within the Social Network of Large IS Projects using a SIR Model

    Tang, Y. & Williams, R., 28/08/2023, 2022 IEEE International Symposium on Technology and Society (ISTAS). IEEE

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

  13. Published

    Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 2/08/2023, 2023 International Joint Conference on Neural Networks (IJCNN). Gold Coast, Australia: IEEE, 8 p.

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

  14. 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

  15. Published

    Identifying irregular activity sequences: an application to passive household monitoring

    Gillam, J., Killick, R., Taylor, S., Heal, J. & Norwood, B., 30/06/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 3, p. 519-543 25 p.

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

  16. Published

    Micro-Macro Changepoint Inference for Periodic Data Sequences

    Ushakova, A., Taylor, S. & Killick, R., 31/05/2023, In: Journal of Computational and Graphical Statistics. 32, 2, p. 684-695 12 p.

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

  17. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks

    Gu, X., Angelov, P., Han, J. & Shen, Q., 16/05/2023, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. p. 1-12 12 p.

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

  18. Published

    Ethics by design: Responsible research & innovation for AI in the food sector: Responsible Research & Innovation for AI in the Food Sector

    Craigon, P. J., Jacobs, N., Sacks, J., Wintour, A., Munday, S., Kanza, S., Frey, J., Pearson, S., Gutierrez, A., Manning, L. & Brewer, S., 30/04/2023, In: Journal of Responsible Technology. 13, 10 p., 100051.

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

  19. Published

    Election Hacking, the Rule of Sovereignty, and Deductive Reasoning in Customary International Law

    Wheatley, S., 24/04/2023, In: Leiden Journal of International Law. 36, 3, p. 675-698 24 p.

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

  20. Published

    Reflexive governance architectures: Considering the ethical implications of autonomous technology adoption in food supply chains

    Manning, L., Brewer, S., Craigon, P., Frey, J., Gutierrez, A., Jacobs, N., Kanza, S., Munday, S., Sacks, J. & Pearson, S., 31/03/2023, In: Trends in Food Science and Technology. 133, p. 114-126 13 p.

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

  21. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

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

  22. Published

    Automatic Locally Stationary Time Series Forecasting with application to predicting U.K. Gross Value Added Time Series under sudden shocks caused by the COVID pandemic

    Killick, R., Knight, M. I., Nason, G. P., Nunes, M. A. & Eckley, I. A., 14/03/2023.

    Research output: Working paper › Preprint

  23. Published

    Detecting changes in mixed-sampling rate data sequences

    Lowther, A., Killick, R. & Eckley, I., 28/02/2023, In: Environmetrics. 34, 1, 15 p., e2762.

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

  24. Published

    Owning Your Career Paths: Storytelling to Engage Women in Computer Science

    Rubegni, E., Penzenstadler, B., Landoni, M., Jaccheri, L. & Dodig-Crnkovic , G., 26/02/2023, Gender in AI and Robotics. Vallverdu, J. (ed.). Cham: Springer, p. 1-25 25 p. (Intelligent Systems Reference Library; vol. 235).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  25. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

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

  26. Published

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

  27. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation

    Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).

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

  28. Published

    Detecting changes in covariance via random matrix theory

    Ryan, S. & Killick, R., 2023, In: Technometrics. p. 1-12 12 p.

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

  29. 2022
  30. Published

    <i>Data Science in Science:</i> Special Issue on Data Science in Modern Finance

    Getmansky Sherman, M., Tsay, R. S., Chen, R., Pelger, M., Basu, S., Kowal, D. R., Killick, R., Mankad, S., Wilms, I., Safikhani, A., McBride, L. & Matteson, D. S., 31/12/2022, In: Data Science in Science. 1, 1, p. 3-4 2 p.

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

  31. Published

    Autocovariance Estimation in the Presence of Changepoints

    Gallagher, C., Killick, R., Lund, R. & Shi, X., 31/12/2022, In: Journal of the Korean Statistical Society. 51, 4, p. 1021-1040 20 p.

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

  32. Published

    Self-Organizing Fuzzy Belief Inference System for Classification

    Gu, X., Angelov, P. & Shen, Q., 31/12/2022, In: IEEE Transactions on Fuzzy Systems. 30, 12, p. 5473-5483 11 p.

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

  33. Published

    San Francisco U-turn on ‘killer robots’: Are we any safer as a result?

    Ryder, M., 26/12/2022

    Research output: Exhibits, objects and web-based outputs › Blog

  34. Published

    There is no dose–response relationship between the amount of exercise and improvement in HbA1c in interventions over 12 weeks in patients with type 2 diabetes: a meta-analysis and meta-regression

    Wrench, E., Rattley, K., Lambert, J. E., Killick, R., Hayes, L. D., Lauder, R. M. & Gaffney, C. J., 30/11/2022, In: Acta Diabetologica. 59, 11, p. 1399-1415 17 p.

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

  35. Published

    Trend Locally Stationary Wavelet Processes

    McGonigle, E., Killick, R. & Nunes, M., 30/11/2022, In: Journal of Time Series Analysis. 43, 6, p. 895-917 23 p.

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

  36. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 29/11/2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 727-732 6 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

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

  37. Published

    Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure

    Alghamdi, M., Angelov, P. & Lopez Pellicer, A., 7/11/2022, In: Neurocomputing. 513, p. 83-93 11 p.

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

  38. Published

    Designing Physical and Virtual Walkshop Methods for Speculative Internet of Things Research

    Kwon, N., Jacobs, N., Mullagh, L., Cavada, M., Markovic, M., Wainwright, B., Chekansky, K. & Cooper, R., 5/11/2022, Advances in Design and Digital Communication III: Proceedings of the 6th International Conference on Design and Digital Communication, Digicom 2022, November 3–5, 2022, Barcelos, Portugal. Martins, N. & Brandão, D. (eds.). Cham: Springer, p. 392-405 14 p. (Springer Series in Design and Innovation; vol. 27).

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

  39. Published

    Modeling and forecasting of at home activity in older adults using passive sensor technology

    Gillam, J., Killick, R., Heal, J. & Norwood, B., 31/10/2022, In: Statistics in Medicine. 41, 23, p. 4629-4646 18 p.

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

  40. Published

    Postoperative Enteral versus Parenteral Nutrition in Pancreaticoduodenectomy: Effect on Long-Term Survival

    Habib, Z., Ahmed, A., Lambert, J., Killick, R. & Subar, D., 31/10/2022, In: HPB. 24, p. S356 1 p.

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

  41. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation.

    Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P.-P., 23/10/2022, In: arXiv. abs/2210.12820

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

  42. Published

    Managing Innovation in a Digital Era

    Liu, R. & Nishimura, Y., 10/10/2022, In: Journal of Science Policy and Research Management. 37, 2, p. 225-233 9 p.

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

  43. Published

    Changepoint Detection: An Analysis of the Central England Temperature Series

    Shi, X., Beaulieu, C., Killick, R. & Lund, R., 1/10/2022, In: Journal of Climate. 35, 19, p. 2729-2742 14 p.

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

  44. Published

    A systematic survey on embodied cognition: 11 years of research in child–computer interaction

    Ale, M., Sturdee, M. & Rubegni, E., 30/09/2022, In: International Journal of Child-Computer Interaction. 33, 17 p., 100478.

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

  45. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  46. Published

    Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part I

    Pimenidis, E. (Editor), Angelov, P. (Editor), Jayne, C. (Editor), Papaleonidas, A. (Editor) & Aydin, M. (Editor), 6/09/2022, Cham: Springer. 761 p. (Lecture Notes in Computer Science; vol. 13529)

    Research output: Book/Report/Proceedings › Proceedings

  47. Published

    Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part II

    Pimenidis, E. (Editor), Angelov, P., Jayne, C. (Editor), Papaleonidas, A. & Aydin, M., 6/09/2022, Cham: Springer. 813 p. (Lecture Notes in Computer Science ; vol. 13530)

    Research output: Book/Report/Proceedings › Proceedings

  48. Published

    Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part III

    Pimenidis, E., Angelov, P., Jayne, C., Papaleonidas, A. & Aydin, M., 6/09/2022, Cham: Springer. 813 p. (Lecture Notes in Computer Science; vol. 13531)

    Research output: Book/Report/Proceedings › Proceedings

  49. Published

    Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV

    Pimenidis, E. (Editor), Angelov, P. (Editor), Jayne, C. (Editor), Papaleonidas, A. (Editor) & Aydin, M. (Editor), 6/09/2022, Cham: Springer. 795 p. (Lecture Notes in Computer Science; vol. 13532)

    Research output: Book/Report/Proceedings › Proceedings

  50. Published

    Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

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

  51. Published

    Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P. P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

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

  52. Published

    The Design of Printed Fanfiction: A case study of Down to Agincourt fanbinding

    Jacobs, N. & Lowe, J., 1/08/2022, In: Proceedings from the Document Academy. 9, 1, 13 p., 5.

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

  53. Published

    Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises

    Yang, Z. X., Rong, H.-J., Angelov, P. & Yang, Z. X., 31/07/2022, In: IEEE Transactions on Fuzzy Systems. 30, 7, p. 2649 - 2664 16 p.

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

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