3 citations · 6 across the 6 of their papers we have counts for
6 papers
Digital State Capacity
Patrick Healy, Simon D. Angus, Paul Raschky +4
Digital State Capacity is the ability of governments to deploy ICT infrastructure and information systems to implement policy. This paper introduces a new measure of government ICT…
Identifying Promising Candidate Radiotherapy Protocols via GPU-GA in-silico
Wojciech Ozimek, Rafał Banaś, Paweł Gora +2
Around half of all cancer patients, world-wide, will receive some form of radiotherapy (RT) as part of their treatment. And yet, despite the rapid advance of high-throughput screen…
Predicting Political Ideology from Digital Footprints
Michael Kitchener, Nandini Anantharama, Simon D. Angus +1
This paper proposes a new method to predict individual political ideology from digital footprints on one of the world's largest online discussion forum. We compiled a unique data s…
Creating Powerful and Interpretable Models with Regression Networks
Lachlan O'Neill, Simon Angus, Satya Borgohain +2
As the discipline has evolved, research in machine learning has been focused more and more on creating more powerful neural networks, without regard for the interpretability of the…
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)
Klaus Ackermann, Simon D. Angus, Paul A. Raschky
Alternative data is increasingly adapted to predict human and economic behaviour. This paper introduces a new type of alternative data by re-conceptualising the internet as a data-…
The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations
Klaus Ackermann, Simon D Angus, Paul A Raschky
With the large-scale penetration of the internet, for the first time, humanity has become linked by a single, open, communications platform. Harnessing this fact, we report insight…