QUT - Academic profiles - Dr Jacinta Holloway

Personal details

Grad Diploma of Science (Applied Statistics) (Swinburne Institute of Technology)
Bachelor of Business (Economics)/Journalism (Queensland University of Technology)

For more publications by Jacinta, explore their research in QUT ePrints (our digital repository).

Filter publications:

Holloway-Brown, J., Helmstedt, K. & Mengersen, K. (2021). Spatial Random Forest (S-RF): A random forest approach for spatially interpolating missing land-cover data with multiple classes. International Journal of Remote Sensing, 42(10), 3756–3776. https://eprints.qut.edu.au/208298
Holloway‐Brown, J., Helmstedt, K. J. & Mengersen, K. L. (2021). Interpolating missing land cover data using stochastic spatial random forests for improved change detection. Remote Sensing in Ecology and Conservation, 7(4), 649–665. https://eprints.qut.edu.au/229031

Adams, M., Sisson, S., Helmstedt, K., Baker, C., Holden, M. H., Plein, M., Holloway, J., Mengersen, K. & Mcdonald-Madden, E. (2020). Informing management decisions for ecological networks, using dynamic models calibrated to noisy time-series data. Ecology Letters, 23(4), 607–619. https://eprints.qut.edu.au/136700
Holloway-Brown, J., Helmstedt, K. J. & Mengersen, K. L. (2020). Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data. Journal of Big Data, Article 55, 7. https://eprints.qut.edu.au/203460

Holloway, J., Helmstedt, K., Mengersen, K. & Schmidt, M. (2019). A decision tree approach for spatially interpolating missing land cover data and classifying satellite images. Remote Sensing, Article 1796, 11(15), 1–25. https://eprints.qut.edu.au/131852
Leigh, C., Heron, G., Wilson, E., Gregory, T., Clifford, S., Holloway, J., McBain, M., Gonzalez, F., McGree, J., Brown, R., Mengersen, K. & Peterson, E. E. (2019). Using virtual reality and thermal imagery to improve statistical modelling of vulnerable and protected species. PLoS One, Article e0217809, 14(12), 1–17.

Holloway, J., Mengersen, K. & Helmstedt, K. (2018). Spatial and machine learning methods of satellite imagery analysis for Sustainable Development Goals. Proceedings of the 16th Conference of International Association for Official Statistics (IAOS), 1–14. International Association for Official Statistics (IAOS). https://eprints.qut.edu.au/123263
Holloway, J. & Mengersen, K. (2018). Statistical machine learning methods and remote sensing for sustainable development goals: A review. Remote Sensing, Article 1365, 10(9), 1–21. https://eprints.qut.edu.au/121183

A complete list of publications is available at: https://www.qut.edu.au/about/our-people/academic-profiles/j1.holloway