| Statistical machine learning methods and remote sensing for sustainable development goals: A review J Holloway, K Mengersen Remote Sensing 10 (9), 1365, 2018 | 230 | 2018 |
| Informing management decisions for ecological networks, using dynamic models calibrated to noisy time‐series data MP Adams, SA Sisson, KJ Helmstedt, CM Baker, MH Holden, M Plein, ... Ecology Letters 23 (4), 607-619, 2020 | 33 | 2020 |
| A Decision Tree Approach for Spatially Interpolating Missing Land Cover Data and Classifying Satellite Images J Holloway, K Helmstedt, K Mengersen, M Schmidt Remote Sensing 15 (11), 2019 | 33 | 2019 |
| Spatial and machine learning methods of satellite imagery analysis for Sustainable Development Goals J Holloway, K Mengersen, K Helmstedt Proceedings of the 16th Conference of International Association for Official …, 2018 | 24 | 2018 |
| Using virtual reality and thermal imagery to improve statistical modelling of vulnerable and protected species C Leigh, G Heron, E Wilson, T Gregory, S Clifford, J Holloway, M McBain, ... PloS one 14 (12), e0217809, 2019 | 9 | 2019 |
| Statistical machine learning methods and remote sensing for sustainable development goals: a review. Remote Sens. 10, 1365 J Holloway, K Mengersen | 9 | 2018 |
| Spatial Random Forest (S-RF): A random forest approach for spatially interpolating missing land cover data with multiple classes. J Holloway-Brown, KJ Helmstedt, KL Mengersen International Journal of Remote Sensing 42 (10), 3756-3776, 2021 | 7 | 2021 |
| Interpolating missing land cover data using stochastic spatial random forests for improved change detection J Holloway‐Brown, KJ Helmstedt, KL Mengersen Remote Sensing in Ecology and Conservation 7 (4), 649-665, 2021 | 6 | 2021 |
| Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data J Holloway-Brown, KJ Helmstedt, KL Mengersen Journal of Big Data 7 (1), 55, 2020 | 4 | 2020 |
| The global distribution and climate resilience of marine heterotrophic prokaryotes R Heneghan, J Holloway-Brown, J Gasol, G Herndl, XA Morán, ... | 1 | 2023 |
| Assessing the Relative Importance of Climatic and Hydrological Factors in Controlling Sap Flow Rates for a Riparian Mixed Stand L Reading, N Corbett, J Holloway-Brown, L Bellis Agronomy 13 (1), 8, 2022 | | 2022 |
| Statistical machine learning for adaptive ground truth sampling design J Holloway-Brown, K Mengersen https://github.com/thejholloway/SS-RF_tutorial/blob/main/FAO%20UN …, 2022 | | 2022 |
| Extending decision tree methods for the analysis of remotely sensed images J Holloway Queensland University of Technology, 2021 | | 2021 |
| Earth Observations for Official Statistics: Satellite Imagery and Geospatial Data Task Team Report https://unstats.un.org/bigdata/taskteams/satellite …, 2017 | | 2017 |
| PhD Confirmation of Candidature Seminar–Mr Benjamin R. Fitzpatrick DVM Class, A Browning, B Lawson, D Li, D Kennedy, D Warne, ... | | |
Kerrie MengersenQueensland University of TechnologyVerified email at qut.edu.au
