Justy Siwabessy

Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness

Jin Li, Maggie Tran, Justy Siwabessy · PLoS ONE · 2016 · 75 citations · Full text

Engineering, Machine Learning, Forestry +23

Predictive mapping of seabed substrata using high-resolution multibeam sonar data: A case study from a shelf with complex geomorphology

Zhi Huang, Justy Siwabessy, Scott Nichol et al. · Marine Geology · 2014 · 70 citations

Radar, Cartography, Marine Geology +14

The influence of geomorphology and sedimentary processes on shallow-water benthic habitat distribution: Esperance Bay, Western Australia

D. A. Ryan, Brendan Brooke, Lindsay B. Collins et al. · Estuarine Coastal and Shelf Science · 2006 · 64 citations

Benthic Community, Marine Geology, Western Australia +10

Application of random forest, generalised linear model and their hybrid methods with geostatistical techniques to count data: Predicting sponge species richness

Jin Li, Belinda Alvarez, Justy Siwabessy et al. · Environmental Modelling & Software · 2017 · 53 citations · Full text

Engineering, Ecological Modelling, Forestry +17

Predictive modelling of seabed sediment parameters using multibeam acoustic data: a case study on the Carnarvon Shelf, Western Australia

Zhi Huang, Scott Nichol, Justy Siwabessy et al. · International Journal of Geographical Information Systems · 2011 · 51 citations

Engineering, Machine Learning, Machine Learning Tool +26