Publications
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(2020). How Rmarkdown changed my life.
RStudio Conference 2020.
(2020). How the Avengers assemble: Ecological modelling of effective cast sizes for movies.
PLoS ONE. 15(2), e0223833.
(2020). Identifiability analysis for stochastic differential equation models in systems biology.
Journal of The Royal Society Interface. 17(173), 20200652.
(2020). Identification of the relative timing of infectiousness and symptom onset for outbreak control.
Journal of Theoretical Biology. 486, 110079.
(2020). Identification of two-phase recovery in hard corals across the Great Barrier Reef.
ACEMS 2020 Virtual Retreat.
(2020). Identifying barley pan-genome sequence anchors using genetic mapping and machine learning.
Theoretical and Applied Genetics. 133(9), 2535 - 2544.
(2020). Identifying density-dependent interactions in collective cell behaviour.
Journal of The Royal Society Interface. 17(165), 20200143.
(2020). Identifying Highly Influential Travellers for Spreading Disease on a Public Transport System.
2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM)2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM). 30 - 39.
(2020). Identifying latent subgroups of children with developmental delay using Bayesian sequential updating and Dirichlet process mixture modelling.
(Kwok, M. Ki, Ed.).PLOS ONE. 15(6), e0233542.
(2020). The importance of blood rheology in patient-specific computational fluid dynamics simulation of stenotic carotid arteries.
Biomechanics and Modeling in Mechanobiology. 19(5), 1477 - 1490.
(2020). An improved firefly algorithm for global continuous optimization problems.
Expert Systems with Applications. 149, 113340.
(2020). Improved Grey Model by Dragonfly Algorithm for Chinese Tourism Demand Forecasting..
(H., F., P. F-V., M. A., & J. S., Ed.).Lecture Notes in Computer Science: Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices.. 12144, 199 - 209.
(2020). Improved reinforcement learning with curriculum.
Expert Systems with Applications. 158, 113515.
(2020). Improved Whale Optimization Algorithm via Cellular Automata.
2020 IEEE International Conference on Progress in Informatics and Computing (PIC)2020 IEEE International Conference on Progress in Informatics and Computing (PIC). 34 - 39.
(2020). Improving Bayesian Synthetic Likelihood via Transformations.
One World Approximate Bayesian Computation.
(2020). In search of algorithmic trust ... show us the stress-testing!.
20th Biennial Computational Techniques and Applications Conference (CTAC2020).
(2020). Inaugural Online Speaker: Pearcey Foundation Celebration of Ada Lovelace Day Tuesday 13 October 2020 - Women's Contributions to the Digital Age.
Pearcey Foundation Celebration of Ada Lovelace Day.
(2020). Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours.
Computers and Electronics in Agriculture. 179, 105857.
(2020). Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours.
Data Science Workshop.
(2020). Indirect inference with(out) constraints.
Quantitative Economics. 11(1), 113 - 159.
(2020). Influence of partial dealcoholization on the composition and sensory properties of Cabernet Sauvignon wines.
Food Chemistry. 325, 126869.
(2020). Influencing public health policy with data-informed mathematical models of infectious diseases: Recent developments and new challenges.
Epidemics. 32, 100393.
(2020). Informing management decisions for ecological networks, using dynamic models calibrated to noisy time‐series data.
Ecology Letters. 23(4), 607-619.
(2020). Instance Space Analysis of Combinatorial Multi-objective Optimization Problems.
2020 IEEE Congress on Evolutionary Computation (CEC). 1 - 8.
(2020). Integrable Stochastic Dualities and the Deformed Knizhnik–Zamolodchikov EquationAbstract.
International Mathematics Research Notices. 2020(19), 5872 - 5925.
(2020). Integrating spectrophotometric and XRD analyses in the investigation of burned dental remains.
Forensic Science International. 310, 110236.
(2020). Introduction.
(Mengersen, K. L., Pudlo P., & Robert C. P., Ed.).Lecture Notes in Mathematics: Case Studies in Applied Bayesian Data Science. 2259, 3 - 15.
(2020). An investigation of radial basis functions for fractional derivatives and their applications.
Computational Mechanics. 65(2), 475-486.
(2020). Invited Plenary Speaker, Bernoulli-IMS One World Virtual Symposium.
Bernoulli-IMS One World Symposium 2020.
(2020). Invited Seminar, Department of Statistical Sciences, University of Padova, Italy - February.
Seminar, Department of Statistical Sciences, University of Padova, Italy.
(2020). Invited Seminar, Swiss University for Applied Sciences ZHAW Datahub, Zurich - January.
Swiss University for Applied Sciences ZHAW Datahub Seminar, Zurich.
(2020). Invited Seminar, University of Pavia, Italy - February.
University of Pavia Seminar, Italy.
(2020). Invited Speaker, 6th International Conference on Big Data for Official Statistics, United Nations Statistics Division - September.
6th International Conference on Big Data for Official Statistics, United Nations Statistics Division.
(2020). Issues in the estimation of mis-specified models of fractionally integrated processes.
Journal of Econometrics. 215(2), 559-573.
(2020). Joint identification–verification for person re-identification: A four stream deep learning approach with improved quartet loss function.
Computer Vision and Image Understanding. 197-198, 102989.
(2020). Kernel density estimation with linked boundary conditions.
Studies in Applied Mathematics. 145(3), 357 - 396.
(2020). Landmarks-based Blocking Method For Large-scale Entity Resolution.
2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA).
(2020). A Laplace-based algorithm for Bayesian adaptive design.
Statistics and Computing. 30(5), 1183 - 1208.
(2020). Laser feedback interferometry in multi-mode terahertz quantum cascade lasers.
Optics Express. 28(10), 14246-14262.
(2020). Lecture Notes in Mathematics: Case Studies in Applied Bayesian Data Science.
(Mengersen, K. L., Pudlo P., & Robert C. P., Ed.).Lecture Notes in Mathematics. 2259, 420.
(2020). A Legendre spectral method on graded meshes for the two-dimensional multi-term time-fractional diffusion equation with non-smooth solutions.
Applied Mathematics Letters. 104, 106247.
(2020). Level-dependent QBD models for the evolution of a family of gene duplicates.
Stochastic Models. 36(2), 285-311.
(2020). Life still goes on: Analysing Australian WW1 Diaries through Distant Reading.
Proceedings of the The 4th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. 90-104.
(2020). Likelihood-free approximate Gibbs sampling.
Statistics and Computing. 30(4), 1057 - 1073.
(2020). Linking micro and macroevolution in the presence of migration.
Journal of Theoretical Biology. 486, 110087.
(2020). A longitudinal analysis of the executive functions in high-level football players.
Journal of Sport and Exercise Psychology. 42(5), 349-357.
(2020). Long‐term outcome of kidney transplant by using restored kidney grafts after tumour ex vivo excision – a prospective study.
Transplant International. 33(10), 1253 - 1261.
(2020). A Low-Rank Technique for Computing the Quasi-Stationary Distribution of Subcritical Galton--Watson Processes.
SIAM Journal on Matrix Analysis and Applications. 41(1), 29 - 57.
(2020). LSTM guided ensemble correlation filter tracking with appearance model pool.
Computer Vision and Image Understanding. 195, 102935.
(2020). Lyapunov Exponents for Some Isotropic Random Matrix Ensembles.
Journal of Statistical Physics. 180, 558 - 575.