Publications
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(2020). Teaching through community.
Festival of Learning and Teaching 2020.
(2020). Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection.
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 28, 1159 - 1169.
(2020). Ten years of forecast reconciliation.
International Symposium on Forecasting 2020.
(2020). Tensor-based anomaly detection in multivariate spatio-temporal data.
40th International Symposium on Forecasting.
(2020). Testing Statistical Charts: What Makes a Good Graph?.
Annual Review of Statistics and Its Application. 7(1), 61 - 88.
(2020). Text and phone calls: user behaviour and dual-channel communication prediction.
Human-centric Computing and Information Sciences. 10(1), 11.
(2020). Thresholds of Coral Cover That Support Coral Reef Biodiversity.
(Mengersen, KL., Pudlo P., & Robert C. P., Ed.).Lecture Notes in Mathematics: Case Studies in Applied Bayesian Data Science. 2259, 385 - 398.
(2020). Tools for enhancing the application of self-organizing maps in water resources research and engineering.
Advances in Water Resources - Special issue on Machine Learning. 143, 103676.
(2020). Toward dynamic evaluations of materials criticality: A systems framework applied to platinum.
Resources, Conservation and Recycling. 152, 104532.
(2020). A transformation technique for the clustered generalized traveling salesman problem with applications to logistics.
European Journal of Operational Research. 285(2), 444 - 457.
(2020). Transpiration: Water Use Efficiency.
Fresh Water and Watersheds. 376.
(2020). tsibbletalk.
(2020). Tuning the number of state particles in exact-approximate SMC.
Bayesian Young Statisticians Meeting: Online (BAYSM:O).
(2020). Two-dimensional interacting self-avoiding walks: new estimates for critical temperatures and exponents.
Journal of Physics A: Mathematical and Theoretical. 53(16), 165002.
(2020). Understanding emergency department busyness.
6th International Workshop on Planning of Emergency Services.
(2020). An unstructured mesh control volume method for two- dimensional space fractional diffusion equations with variable coefficients on convex domains.
Journal of Computational and Applied Mathematics. 364, 112319.
(2020). An unstructured mesh finite difference/finite element method for the three-dimensional time-space fractional Bloch-Torrey equations on irregular domains.
Journal of Computational Physics. 408, 109284.
(2020). Uptake and glycosylation of smoke-derived volatile phenols by Cabernet sauvignon grapes and their subsequent fate during winemaking.
Molecules. 25(16), 3720.
(2020). The use of colour in graphics: A journey through the body & mind to the screen.
Monash Data Fluency.
(2020). Using big data to predict pertussis infections in Jinan city, China: a time series analysis.
International Journal of Biometeorology. 64(1), 95 - 104.
(2020). On Using ‘Emerging Interest’ in Scientific Literature to Inform Chemical Risk Prioritisation.
(van Griensven, A., Nossent J., & Ames DP., Ed.).Proceedings of the 10th International Environmental Modelling and Software Society Conference.
(2020). On Using ‘Emerging Interest’ in Scientific Literature to Inform Chemical Risk Prioritisation (with updates).
Emerging Contaminants Workshop 2020.
(2020). Using Environmental Context to Synthesis Missing Pixels.
2020 Digital Image Computing: Techniques and Applications (DICTA).
(2020). Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics.
Computational Statistics. 35(3), 1171 - 1205.
(2020). Variability in electrophysiological properties and conducting obstacles controls re-entry risk in heterogeneous ischaemic tissue.
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 378(2173), 20190341.
(2020). Variational Approximate Inference for Inverse Problems Motivated by Medical Tomography.
International Biometric Conference 2020.
(2020). Vector operations for accelerating expensive Bayesian computations -- a tutorial guide.
arXiv.
(2020). Vector operations for accelerating expensive Bayesian computations -- a tutorial guide.
arXiv. arXiv:1902.09046v3,
(2020). Video Assessment Tasks in Tertiary Education: Practice and Experience in STEM.
Teaching and Learning Computer Networking During the Pandemic and Beyond.
(2020). Visualizing probability distributions across bivariate cyclic temporal granularities.
Bernoulli-IMS One World Symposium 2020.
(2020). What Role Do Chronic Workloads Play in the Acute to Chronic Workload Ratio? Time to Dismiss ACWR and Its Underlying Theory.
Sports Medicine. 51, 581-592.
(2020). When to Impute? Imputation before and during cross-validation.
arXiv. arXiv:2010.00718v1,
(2020). When you can't see the koalas for the trees: Using drones and machine learning in complex environments.
Biological Conservation. 247, 108598.
(2020). A working likelihood approach for robust regression.
Statistical Methods in Medical Research. 29(12), 3641 - 3652.
(2020). Workplace Health and Workplace Wellness: Synergistic or Disconnected?.
(Mengersen, K. L., Pudlo P., & Robert C. P., Ed.).Lecture Notes in Mathematics: Case Studies in Applied Bayesian Data Science. 2259, 303 - 326.
(2020). Writing Successful Fellowships - Statistical Society of Australia Webinar - July.
Statistical Society of Australia Webinar.
(2019). The 2013 Data Expo of the American Statistical Association.
Computational Statistics. 34(4), 1443 - 1447.
(2019). 2017 MATRIX Annals.
(Wood, D., De Gier J., Praeger C. E., & Tao T., Ed.).MATRIX Book Series. 2,
(2019). Accelerating Bayesian Synthetic Likelihood with the Graphical Lasso.
Journal of Computational and Graphical Statistics. 28(2), 471-475.
(2019). Acceleration of expensive computations in Bayesian statistics using vector operations.
arXiv.
(2019). Access to Kidney Transplantation after a Failed First Kidney Transplant and Associations with Patient and Allograft Survival.
Clinical Journal of the American Society of Nephrology. 14(8), 1228 - 1237.
(2019). Accounting for skill in trend, variability, and autocorrelation facilitates better multi-model projections: Application to the AMOC and temperature time series.
(Añel, J. A., Ed.).PLOS ONE. 14(4), e0214535.
(2019). Accounting for uncertainty of predator-prey systems into mathematical model formulations..
ESA19: the 2019 Conference of the Ecological Society of Australia.
(2019). Administration of defective virus via bang-bang optimal control inhibits dengue transmission.
bioRxiv.
(2019). Adult or Child: Recognizing through Touch Gestures on Smartphones.
2019 Digital Image Computing: Techniques and Applications (DICTA).
(2019). Advancing forecasting research and practice.
39th International Symposium on Forecasting.
(2019). Age at menarche and the risk of operative delivery.
The Journal of Maternal-Fetal & Neonatal Medicine. 32(3), 411-418.
(2019). Algorithms and Models for the Web Graph.
(Avrachenkov, K., Prałat P., & Ye N., Ed.).16th International Workshop, WAW 2019.