Publications

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2021
Forrester, P., & Li S-H. (2021).  Fox H-kernel and $\theta $-deformation of the Cauchy Two-Matrix Model and Bures Ensemble. International Mathematics Research Notices. 2021(8), 5791-5824.
Hyndman, R. J., Athanasopoulos G., O'Hara-Wild M., & RStudio (2021).  fpp3: Data for “Forecasting: Principles and Practice” (3rd Edition) (Version 0.4.0).
Ueland, M., Collins S., Maestrini L., Forbes S., & Luong S. (2021).  Fresh vs. frozen human decomposition - a preliminary investigation of lipid degradation products as biomarkers of post-mortem interval. Forensic Chemistry. 24, 100335.
Mengersen, K. (2021).  From Meat Pies to Spaghetti Bolognese. 44th Research Students’ Conference in Probability and Statistics.
Mengersen, K. (2021).  From Meat Pies to Spaghetti Bolognese. Statistical Society of Australia - South Australia Branch - Invited Seminar.
Mengersen, K. (2021).  From Meat Pies to Spaghetti Bolognese: Bayesian Learning in a Big Data World. JCU Lecture Series.
Mengersen, K. (2021).  From Meat Pies to Spaghetti Bolognese: Bayesian Learning in a Big Data World. South African Statistical Association - Invited Seminar.
Ross, N. (2021).  Gaussian process approximation using Stein’s method, with applications to queues. 65th Annual Meeting of the Australian Mathematical Society.
Quiroz, M. (2021).  Gaussian variational approximation for high-dimensional state space models. 2021 World Meeting of the International Society for Bayesian Analysis (ISBA 2021).
Herath, S., Roughan M., & Glonek G. (2021).  Generating Name-Like Vectors for Testing Large-Scale Entity Resolution. IEEE Access. 9, 145288 - 145300.
Hyndman, R. J. (2021).   The geometry of forecast reconciliation. Talk given at City University of Hong Kong.
Cramb, S. (2021).  Geospatial visualisation: the Queensland Injury Atlas. Rural & Remote Road Safety Webinar.
Tanaka, E. (2021).  Grammar of Experimental Design. 89th Tokyo R Meeting.
Hyndman, R. J. (2021).  GRATIS: GeneRAting TIme Series with diverse and controllable characteristics. ADSN Focused Workshop: Synthetic Data.
Santos-Fernandez, E., Denti F., Mengersen K., & Mira A. (2021).  Guard Me If You Can: Revealing the Hidden Dynamics of Sports Interactions Using the Intrinsic Dimension . 2021 Joint Statistical Meetings (JSM 2021).
Zhang, J., Kieburg M., & Forrester P. J. (2021).  Harmonic analysis for rank-1 randomised Horn problems. Letters in Mathematical Physics. 111(4), 98.
Hyndman, R. J., Einbeck J., Wand M. P., Carrignon S., & Cheng F. (2021).  hdrcde: Highest Density Regions and Conditional Density Estimation (Version 3.4).
Zhao, Y. Charles, Vatankhah P., Goh T., Michelis R., Kyanian K., Zhang Y., et al. (2021).  Hemodynamic analysis for stenosis microfluidic model of thrombosis with refined computational fluid dynamics simulationAbstract. Scientific Reports. 11(1), 
Kandanaarachchi, S. (2021).  Here is the anomalow-down!. useR! 2021.
Spiliotis, E., Abolghasemi M., Hyndman R. J., Petropoulos F., & Assimakopoulos V. (2021).  Hierarchical forecast reconciliation with machine learning. Applied Soft Computing. 112, 107756.
Ben Taieb, S., Taylor J. W., & Hyndman R. J. (2021).  Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data. Journal of the American Statistical Association. 116(533), 27-43.
Roughan, M., Herath S., & Glonek G. (2021).  High Performance Out-of-sample Embedding Techniques for Multidimensional Scaling. arXiv. arXiv:2111.04067v1.
Béranger, B.., Stephenson A.. G., & Sisson S.. A. (2021).  High-dimensional inference using the extremal skew-t process. Extremes. 24(3), 653-685.
Mengersen, K. (2021).  Horizons of Bayesian data science. 2021 ANZCA Clinical Trials Network Strategic Research Workshop.
Bárcena, M. Jesús, González C., Menendez P., & Tusell F. (2021).  Housing price indexes for small areas smoothing in time and space. Real Estate at Exposure: New Challenges, Old Problems. 95-107.
Harezlak, J., Ruppert D., & Wand M. P. (2021).  HRW: Datasets, Functions and Scripts for Semiparametric Regression Supporting Harezlak, Ruppert & Wand (2018).
Hyndman, R. J., Lee A., Wang E., & Wickramasuriya S. L. (2021).  hts: Hierarchical and Grouped Time Series (Version 6.0.2).
Cook, D. (2021).  Human vs computer: when visualising data, who wins?. Irish Statistical Association Gosset Lecture.
Cui, Z., Wu J., Ding Z., Duan Q., Lian W., Yang Y., et al. (2021).  A hybrid rolling grey framework for short time series modelling. Neural Computing and Applications. 33, 11339-11353.
Warne, D. J., Crossman K. A., Jin W., Mengersen K., Osborne K., Simpson M. J., et al. (2021).  Identification and modelling of two-phase recovery in hard corals across the Great Barrier Reef. ANZIAM 2021.
Bian, L., Cui T., Yeo B.T.. Thomas, Fornito A., Razi A., & Keith J. M. (2021).  Identification of brain states, transitions, and communities using functional MRI. arXiv. arXiv:2101.10617v1.
Aristizabal, D. Ahmedt, Fernando T., Denman S., Robinson J. Edward, Sridharan S., Johnston P. J., et al. (2021).  Identification of Children At Risk of Schizophrenia via Deep Learning and EEG Responses. IEEE Journal of Biomedical and Health Informatics. 25(1), 9070217.
Bian, L., Cui T., Yeo B.T.. Thomas, Fornito A., Razi A., & Keith J. (2021).  Identification of community structure-based brain states and transitions using functional MRI. NeuroImage. 244, 118635.
Warne, D. J., Crossman K. A., Jin W., Mengersen K., Osborne K., Simpson M., et al. (2021).  Identification of two-phase coral reef recovery patterns.
Spyrison, N., Lee B., & Besancon L. (2021).  “Is IEEE VIS *that* good?” On key factors in the initial assessment of manuscript and venue quality. IEEE VIS 2021.
O'Connor, P. B., Thompson M. T., Esposito C. I., Poli N., McGree J., Donnelly T., et al. (2021).  The impact of functional combined anteversion on hip range of motion: a new optimal zone to reduce risk of impingement in total hip arthroplasty. Bone & Joint Open. 2(10), 834 - 841.
Fang, R., Li Y., Zhang Y., Chen Q., Liu Q., & Li Z. (2021).  Impact of left atrial appendage location on risk of thrombus formation in patients with atrial fibrillation. Biomechanics and Modeling in Mechanobiology. 20(4), 1431 - 1443.
Wei, L., Wang J., Chen Q., & Li Z. (2021).  Impact of stent malapposition on intracoronary flow dynamics: An optical coherence tomography-based patient-specific study. Medical Engineering & Physics. 94, 26 - 32.
Boyle, L. M., Mackay M., Bean N., & Roughan M. (2021).  Impact of the COVID-19 pandemic on South Australia. Australian Health Review. 45(5), 533-539.
Sharp, J. A., Burrage K., & Simpson M. J. (2021).  Implementation and acceleration of optimal control for systems biology. Journal of The Royal Society Interface. 18(181), 20210241.
Hodgkinson, L., Salomone R., & Roosta F. (2021).  Implicit Langevin Algorithms for Sampling From Log-concave Densities. Journal of Machine Learning Research. 22(136), 1-30.
Whebell, R. M., Moroney T. J., Turner I. W., Pethiyagoda R., & McCue S. W. (2021).  Implicit reconstructions of thin leaf surfaces from large, noisy point clouds. Applied Mathematical Modelling. 98, 416 - 434.
Lin, X., Li H., Jiang X., Gao Y., Wu J., & Yang Y. (2021).  Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC)2021 IEEE International Conference on Progress in Informatics and Computing (PIC). 265 - 269.
Gao, Y., Kennedy L., Simpson D., & Gelman A. (2021).  Improving Multilevel Regression and Poststratification with Structured Priors. Bayesian Analysis. 16(3), 719 - 744.
Zhao, Q., Zhang Y., Guo F., Leigh C., & Jia X. (2021).  Increasing anthropogenic salinisation leads to declines in community diversity, functional diversity and trophic links in mountain streams. Chemosphere. 263, 127994.
Yao, Z., Xu P., Roosta F., & Mahoney M. W. (2021).  Inexact Nonconvex Newton-Type Methods. INFORMS Journal on Optimization. 3(2), 154-182.
Camps, J., Lawson B. A. J., Drovandi C. C., Minchole A., Wang Z. Jenny, Grau V., et al. (2021).  Inference of ventricular activation properties from non-invasive electrocardiography. Medical Image Analysis. 73, 102143.
Xu, X., McGrory C. Anne, Wang Y-G., & Wu J. (2021).  Influential factors on Chinese airlines’ profitability and forecasting methods. Journal of Air Transport Management. 91, 101969.
Kletzander, L., Musliu N., & Smith-Miles K. (2021).  Instance space analysis for a personnel scheduling problem. Annals of Mathematics and Artificial Intelligence. 89, 617 - 637.
Munoz, M. Andres, Yan T., Leal M. R., Smith-Miles K., Lorena A. Carolina, Pappa G. L., et al. (2021).  An Instance Space Analysis of Regression Problems. ACM Transactions on Knowledge Discovery from Data. 15(2), 1 - 25.