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Statistical Artificial Intelligence

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  1. 2016
  2. Published

    Particle Metropolis-adjusted Langevin algorithms

    Nemeth, C., Sherlock, C. & Fearnhead, P., 09/2016, In: Biometrika. 103, 3, p. 701-717 17 p.

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

  3. Published

    Bayes Linear Methods for Large-Scale Network Search

    Turner, L., Dimitrov, N. B. & Fearnhead, P., 2/08/2016, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  4. Published

    Assessing extremal dependence of North Sea storm severity

    Kereszturi, M., Tawn, J. A. & Jonathan, P., 15/05/2016, In: Ocean Engineering. 118, p. 242-259 18 p.

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

  5. Published

    Nonparametric multiple change point estimation in highly dependent time series

    Khaleghi, A. & Ryabko, D., 21/03/2016, In: Theoretical Computer Science. 620, p. 119-133 15 p.

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

  6. Published

    Consistent algorithms for clustering time series

    Khaleghi, A., Ryabko, D., Mari, J. & Preux, P., 03/2016, In: Journal of Machine Learning Research. 17, 3, p. 1-32 32 p.

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

  7. Published

    Post-archival genomics and the bulk logistics of DNA sequences

    Mackenzie, A., McNally, R., Mills, R. & Sharples, S., 03/2016, In: BioSocieties. 11, 1, p. 82-105 24 p.

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

  8. Published

    Changepoint detection for acoustic sensing signals

    Pickering, B., 2016, Lancaster University. 203 p.

    Research output: Thesis › Doctoral Thesis

  9. Published

    Exploration and exploitation in Bayes sequential decision problems

    Edwards, J., 2016, Lancaster University. 160 p.

    Research output: Thesis › Doctoral Thesis

  10. Published

    Projection methods for clustering and semi-supervised classification

    Hofmeyr, D., 2016, Lancaster University. 233 p.

    Research output: Thesis › Doctoral Thesis

  11. Published

    Understanding consumer demand in customised pricing environments

    Patel, S., 2016, Lancaster University. 193 p.

    Research output: Thesis › Doctoral Thesis

  12. 2015
  13. Published

    Estimating the population local wavelet spectrum with application to non-stationary functional magnetic resonance imaging time series

    Gott, A., Eckley, I. & Aston, J., 20/12/2015, In: Statistics in Medicine. 34, 29, p. 3901-3915 15 p.

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

  14. Published

    Bayesian Reinforcement Learning in Markovian and non-Markovian Tasks

    Ez-Zizi, A., Farrell, S. & Leslie, D. S., 7/12/2015, Computational Intelligence, 2015 IEEE Symposium Series on . Cape Town: IEEE, p. 579-586 7 p.

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

  15. Published

    Maximum Clusterability Divisive Clustering

    Hofmeyr, D. & Pavlidis, N. G., 7/12/2015, Computational Intelligence, 2015 IEEE Symposium Series on . Cape Town: IEEE, p. 780-786 7 p.

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

  16. Published

    The Fitbit generation: from couch potato to marathon runner

    Haynes, K., 12/2015, In: Significance. 12, 6, p. 24-25 2 p.

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

  17. Published

    Semi-supervised Spectral Connectivity Projection Pursuit

    Hofmeyr, D. & Pavlidis, N. G., 25/11/2015, Pattern Recognition Association of South Africa and Robotics and Mechatronics International Conference (PRASA-RobMech), 2015 . IEEE, p. 201-206 6 p.

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

  18. Published

    Threshold FlipThem: when the winner does not need to take all

    Leslie, D., Sherfield, C. L. & Smart, N. P., 12/11/2015, Decision and Game Theory for Security : 6th International Conference, GameSec 2015, London, UK, November 4-5, 2015, Proceedings. Khouzani, M. H. R., Panaousis, E. & Theodorakopoulos, G. (eds.). Cham: Springer, p. 74-92 19 p. (Lecture Notes in Computer Science; vol. 9406).

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

  19. Published

    The uncertainty of storm season changes: quantifying the uncertainty of autocovariance changepoints

    Nam, C., Aston, J., Eckley, I. & Killick, R., 13/07/2015, In: Technometrics. 57, 2, p. 194-206 13 p.

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

  20. Published

    Six weeks of conditioning exercise increases total, but not free testosterone in lifelong sedentary aging men.

    Hayes, L., Sculthorpe, N., Herbert, P., Baker, J., Spagna, R. & Grace, F., 1/06/2015, In: Aging Male. 18, 3, p. 195-200

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

  21. Published

    Tractable diffusion and coalescent processes for weakly correlated loci

    A. Jenkins, P., Fearnhead, P. & S. Song, Y., 29/05/2015, In: Electronic Journal of Probability. 20, 25 p., 58.

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

  22. Published

    Estimating the relative rate of recombination to mutation in bacteria from single-locus variants using composite likelihood methods

    Fearnhead, P., Yu, S., Biggs, P., Holland, B. & French, N., 1/03/2015, In: Annals of Applied Statistics. 9, 1, p. 200-224

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

  23. Published

    Poor levels of agreement between serum and saliva testosterone measurement following exercise training in aging men.

    Hayes, L., Sculthorpe, N., Herbert, P., Baker, J., Hullin, D., Kilduff, L. & Grace, F., 1/03/2015, In: Aging Male. 18, 2, p. 67-70

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

  24. Published

    Emulating global climate change impacts on crop yields

    Oyebamiji, O. K., Edwards, N., Holden, P., Garthwaite, P., Schaphoff, S. & Gerten, D., 18/01/2015, In: Statistical Modelling. 15, 6, p. 499-525 27 p.

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

  25. Published

    Agricultural productivity in past societies: toward an empirically informed model for testing cultural evolutionary hypotheses

    Currie, T. E., Bogaard, A., Cesaretti, R., Edwards, N., Francois, P., Holden, P., Hoyer, D., Korotayev, A., Manning, J., Moreno Garcia, J. C., Oyebamiji, O. K., Petrie, C., Turchin, P., Whitehouse, H. & Williams, A., 1/01/2015, In: Cliodynamics. 6, 1, p. 24-56 33 p.

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

  26. 2014
  27. Published

    Just browsing? understanding user journeys in online TV

    Elkhatib, Y., Killick, R., Mu, M. & Race, N., 11/2014, MM '14 Proceedings of the ACM International Conference on Multimedia. New York: ACM, p. 965-968 4 p.

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

  28. Published

    Estimating time-evolving partial coherence between signals via multivariate locally stationary wavelet processes

    Park, T. A., Eckley, I. & Ombao, H., 15/10/2014, In: IEEE Transactions on Signal Processing. 62, 20, p. 5240 - 5250 11 p.

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

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