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STOR-i Centre for Doctoral Training

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  1. 2019
  2. Published

    Minimum spectral connectivity projection pursuit: Divisive clustering using optimal projections for spectral clustering

    Hofmeyr, D., Pavlidis, N. G. & Eckley, I. A., 1/03/2019, In: Statistics and Computing. 29, 2, p. 391–414 24 p.

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

  3. Published

    A Largest Empty Hypersphere Metaheuristic for Robust Optimisation with Implementation Uncertainty

    Hughes, M., Goerigk, M. & Wright, M. B., 03/2019, In: Computers and Operations Research. 103, p. 64-80 17 p.

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

  4. Published

    Quantifying the association between progression-free survival and overall survival in oncology trials using Kendall's tau.

    Weber, E. & Titman, A. C., 28/02/2019, In: Statistics in Medicine. 38, 5, p. 703-719 17 p.

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

  5. Published

    Unconstraining methods for revenue management systems under small demand

    Kourentzes, N., Li, D. & Strauss, A., 14/02/2019, In: Journal of Revenue and Pricing Management. 18, 1, p. 27-41 15 p.

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

  6. Published

    Multi-fidelity simulation optimisation for airline disruption management

    Rhodes-Leader, L., Worthington, D. J., Nelson, B. L. & Onggo, B. S. S., 4/02/2019, 2018 Winter Simulation Conference (WSC). IEEE, p. 2179-2190 12 p.

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

  7. Published

    Strategy Selection versus Flexibility: Using Eye-trackers to Investigate Strategy Use during Mental Rotation

    Nazareth, A., Killick, R. C., Dick, A. S. & Pruden, S. M., 1/02/2019, In: Journal of Experimental Psychology: Learning, Memory, and Cognition. 45, 2, p. 232-245 14 p.

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

  8. Published

    Stochastic Gradient MCMC for Nonlinear State Space Models

    Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 29/01/2019, In: arXiv.

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

  9. Published

    Subspace Clustering of Very Sparse High-Dimensional Data

    Peng, H., Pavlidis, N. G., Eckley, I. A. & Tsalamanis, I., 24/01/2019, 2018 IEEE International Conference on Big Data (Big Data). IEEE, p. 3780-3783 4 p.

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

  10. Published

    On lifted cover inequalities: a new lifting procedure with unusual properties

    Letchford, A. N. & Souli, G., 17/01/2019, In: Operations Research Letters. 47, 2, p. 83-88 6 p.

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

  11. Published

    Dynamic Decision Making under Supply Chain Competition

    Li, X., 11/01/2019, Erasmus University.

    Research output: Thesis › Doctoral Thesis

  12. Published

    Most recent changepoint detection in Panel data

    Bardwell, L., Fearnhead, P. N., Eckley, I. A., Smith, S. & Spott, M., 2/01/2019, In: Technometrics. 61, 1, p. 88-98 11 p.

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

  13. Published

    Classifying and exploiting structure in multivariate extremes

    Simpson, E., 2019, Lancaster University. 218 p.

    Research output: Thesis › Doctoral Thesis

  14. Published

    Large-scale Bayesian computation using Stochastic Gradient Markov Chain Monte Carlo

    Baker, J., 2019, Lancaster University. 221 p.

    Research output: Thesis › Doctoral Thesis

  15. Published

    Modelling and inference for the travel times in vehicle routing problems

    Wright, C., 2019, Lancaster University. 267 p.

    Research output: Thesis › Doctoral Thesis

  16. Published

    Novel methods for distributed acoustic sensing data

    Wilson, R., 2019, Lancaster University. 201 p.

    Research output: Thesis › Doctoral Thesis

  17. Published

    Quantifying and reducing Input modelling error in simulation

    Morgan, L. E., 2019, Lancaster University. 161 p.

    Research output: Thesis › Doctoral Thesis

  18. Published

    Reproducing-Kernel Hilbert space regression with notes on the Wasserstein Distance

    Page, S., 2019, Lancaster University. 262 p.

    Research output: Thesis › Doctoral Thesis

  19. Published

    Sequential decision problems in online education

    Pike-Burke, C., 2019, Lancaster University. 276 p.

    Research output: Thesis › Doctoral Thesis

  20. Published

    Statistical methods for detecting match-fixing in tennis

    Hatfield, O., 2019, Lancaster University. 245 p.

    Research output: Thesis › Doctoral Thesis

  21. 2018
  22. Published

    Evaluating the Quality of Radiotherapy Treatment Plans for Prostate Cancer

    Stubington, E., Ehrgott, M., Glyn, S. & Nohadani, O., 23/12/2018, Cases based on Multiple Criteria Decision Making/Aiding methods: Building and Solving Decision Models with Computer Implementations. Huber, S., Geiger, M. J. & de Almeida, A. T. (eds.). Springer, p. 41-66 26 p. (International Series in Operations Research & Management Science; vol. 274).

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

  23. Published

    Large-Scale Stochastic Sampling from the Probability Simplex

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 3/12/2018, p. 6722-6732 . 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  24. E-pub ahead of print

    The role of the home environment in neurocognitive development of children living in extreme poverty and with frequent illnesses: a cross-sectional study

    Nampijja, M., Kizindo, R., Apule, B., Lule, S. A., Muhangi, L., Titman, A., Elliott, A., Alcock, K. J. & Lewis, C. N., 3/12/2018, (E-pub ahead of print) In: Wellcome Open Research. 3, 17 p., 152.

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

  25. Published

    Modelling spatial extreme events with environmental applications

    Tawn, J. A., Shooter, R., Towe, R. P. & Lamb, R., 12/2018, In: Spatial Statistics. 28, p. 39-58 20 p.

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

  26. Published

    Why extreme floods are more common than you might think

    Towe, R. P., Tawn, J. A. & Lamb, R., 12/2018, In: Significance. 15, 6, p. 16-21 6 p.

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

  27. Published

    changepoint.mv: Changepoint Analysis for Multivariate Time Series

    Grose, D., Fearnhead, P., Eckley, I. & Bardwell, L., 29/11/2018

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

  28. Published

    Dynamic stochastic block models: Parameter estimation and detection of changes in community structure

    Ludkin, M., Neal, P. J. & Eckley, I. A., 11/2018, In: Statistics and Computing. 28, 6, p. 1201-1213 13 p.

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

  29. E-pub ahead of print

    Representative scenario construction and preprocessing for robust combinatorial optimization problems

    Goerigk, M. & Hughes, M., 29/10/2018, (E-pub ahead of print) In: Optimization Letters. 15 p.

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

  30. Published

    On scenario aggregation to approximate robust combinatorial optimization problems

    Chassein, A. & Goerigk, M., 10/2018, In: Optimization Letters. 12, 7, p. 1523-1533 11 p.

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

  31. Published

    anomaly: An R package for detecting anomalies in data.

    Fisch, A., Grose, D., Eckley, I. & Fearnhead, P., 21/09/2018

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

  32. Published

    Setting robust and realistic PCS targets for WEEE to support the transition to a Circular Economy - an Industry White Paper

    Stowell, A. F., Yumashev, D., Struijker Boudier, I. & Liu, L., 21/09/2018, 34 p.

    Research output: Other contribution

  33. Published

    Applications of agent-based modelling and simulation in the agri-food supply chains

    Utomo, D., Onggo, B. S. S. & Eldridge, S., 16/09/2018, In: European Journal of Operational Research. 269, 3, p. 794-805 12 p.

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

  34. Published

    Efficient routing of personnel to offshore maintenance tasks

    Kingsman, T. & Boyacı, B., 11/09/2018.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract

  35. Published

    Long-term maintenance scheduling of aircraft

    Torres Sanchez, D., Boyacı, B. & Zografos, K. G., 11/09/2018.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract

  36. Published

    Bayesian spatial monotonic multiple regression

    Rohrbeck, C., Costain, D. A. & Frigessi, A., 1/09/2018, In: Biometrika. 105, 3, p. 691-707 17 p.

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

  37. Published

    A Bayesian spatio-temporal model for precipitation extremes - STOR team contribution to the EVA2017 challenge

    Barlow, A., Rohrbeck, C., Sharkey, P., Shooter, R. & Simpson, E., 09/2018, In: Extremes. 21, 3, p. 431-439 9 p.

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

  38. Published

    Minding the Gap: Optimizing airport schedule displacement and acceptability

    Zografos, K. G., Androutsopoulos, K. N. & Madas, M. A., 1/08/2018, In: Transportation Research Part A: Policy and Practice. 114, Part A, p. 203-221 19 p.

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

  39. Published

    The Quadratic Shortest Path Problem: Complexity, Approximability, and Solution Methods

    Rostami, B., Chassein, A., Hopf, M., Frey, D., Buchheim, C., Malucelli, F. & Goerigk, M., 16/07/2018, In: European Journal of Operational Research. 268, 2, p. 473-485 13 p.

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

  40. Published

    Bandits with Delayed, Aggregated Anonymous Feedback

    Pike-Burke, C., Agrawal, S., Szepesvari, C. & Grunewalder, S., 15/07/2018, Proceedings of the International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden. Dy, J. (ed.). PMLR, p. 4105-4123 19 p. (Proceedings of Machine Learning Research; vol. 80).

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

  41. Published

    Optimization of operational offshore wind farm maintenance scheduling under uncertainty

    Kingsman, T. & Boyacı, B., 11/07/2018.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  42. Published

    A mixed integer programming model for airline fleet maintenance scheduling

    Torres Sanchez, D., Boyacı, B. & Zografos, K. G., 8/07/2018.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  43. Published

    Model selection based on combined penalties for biomarker identification

    Vradi, E., Brannath, W., Jaki, T. & Vonk, R., 4/07/2018, In: Journal of Biopharmaceutical Statistics. 28, 4, p. 735-749 15 p.

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

  44. Published

    RcppEigenAD: Compiles 'C++' Code using 'Rcpp', 'Eigen' and 'CppAD' to Produce First and Second Order Partial Derivatives

    Berridge, D., Grose, D. & Crouchley, R., 15/06/2018

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

  45. Published

    A linear time method for the detection of point and collective anomalies

    Fisch, A. T. M., Eckley, I. A. & Fearnhead, P., 7/06/2018, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  46. Published

    On the asymptotic efficiency of approximate Bayesian computation estimators

    Li, W. & Fearnhead, P., 1/06/2018, In: Biometrika. 105, 2, p. 285-299 15 p.

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

  47. Published

    Model selection for time series of count data

    Alzahrani, N., Neal, P. J., Spencer, S., McKinley, T. & Touloupou, P., 06/2018, In: Computational Statistics and Data Analysis. 122, p. 33-44 12 p.

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

  48. Published

    Time-varying decision boundaries: insights from optimality analysis

    Malhotra, G., Leslie, D. S., Ludwig, C. J. H. & Bogacz, R., 06/2018, In: Psychonomic Bulletin and Review. 25, 3, p. 971-996 26 p.

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

  49. E-pub ahead of print

    Using J-K-fold Cross Validation to Reduce Variance When Tuning NLP Models

    Moss, H., Leslie, D. S. & Rayson, P. E., 06/2018, (E-pub ahead of print) Proceedings of COLING 2018. Association for Computational Linguistics (ACL Anthology), p. 2978–2989 12 p. (Proceedings of COLING 2018).

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

  50. Published

    A BPMN extension to support discrete-event simulation for healthcare applications: an explicit representation of queues, attributes and data-driven decision points

    Onggo, B. S. S., Proudlove, N., D'Ambrogio, A., Calabrese, A. & Bisogno, S., 05/2018, In: Journal of the Operational Research Society. 69, 5, p. 788-802 15 p.

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

  51. Published

    Compact Convex Projections

    Grunewalder, S., 1/04/2018, In: Journal of Machine Learning Research. 18, 219, p. 1-43 43 p.

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

  52. Published

    Plug-in Estimators for Conditional Expectations and Probabilities

    Grunewalder, S., 1/04/2018, Proceedings of the 21st International Conference on Artificial Intelligence and Statistics. Storkey, A. & Perez-Cruz, F. (eds.). PMLR, p. 1513-1521 9 p. (Proceedings of Machine Learning Research; vol. 84).

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

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