Senior Research Scientist, CSIRO

Software

Shiny Apps

Shiny App for algorithm evaluation using Item Response Theory - developed by Brodie Oldfield Shiny App for algorithm evaluation using Item Response Theory - developed by Brodie Oldfield GITHUB APP

R Packages

Algorithm evaluation using Item Response Theory as described in Kandanaarachchi & Smith-Miles (2023) Algorithm evaluation using Item Response Theory as described in Kandanaarachchi & Smith-Miles (2023) GITHUB CRAN
Forecast the structure of dynamic graphs Forecast the structure of dynamic graphs GITHUB CRAN
Tools for exploring spatio-temporal data Tools for exploring spatio-temporal data GITHUB CRAN
Network anomaly detection Network anomaly detection GITHUB CRAN
An anomaly detection ensemble using Item Response Theory as described in Kandanaarachchi(2022) An anomaly detection ensemble using Item Response Theory as described in Kandanaarachchi(2022) GITHUB CRAN
Anomaly detection using leave-one-out kernel density estimation as described in Kandanaarachchi & Hyndman(2021) Anomaly detection using leave-one-out kernel density estimation as described in Kandanaarachchi & Hyndman(2021) GITHUB CRAN
Dimension reduction for anomaly detection as described in Kandanaarachchi & Hyndman(2020) Dimension reduction for anomaly detection as described in Kandanaarachchi & Hyndman(2020) GITHUB CRAN
Detecting events in spatio-temporal data streams as described in Kandanaarachchi,Hyndman & Smith-Miles(2020) Detecting events in spatio-temporal data streams as described in Kandanaarachchi,Hyndman & Smith-Miles(2020) GITHUB CRAN