Analytics Archives

Analytics

Advanced data analytics ensuring employees receive the correct pay

Advanced data analytics will now ensure Australian workers are paid correctly after the launch of PaidRight, a spinout of CSIRO’s Data61 and PwC. PaidRight’s platform uses advanced data analytics to enable employers to review the accuracy of their payroll.

Analytics

World-first biosensor taking cues from oysters to monitor local environments

To improve oyster farming processes, and get the best oysters to your plate, CSIRO’s Data61 and the University of Tasmania have developed a world-first biosensor capable of detecting responses to environmental changes in sentinel animals in commercial environments.

Analytics

Track your pet’s movements in real-time with this smart collar

After releasing a 'fit bit for cows' in 2018, Ceres Tag in collaboration with CSIRO's Data61 are developing a prototype smart tracker for cats and dogs. The Companion Collar will be able to track an animal’s movements in real-time, sending updates to the owner’s phone whenever their pet wanders outside of a virtual boundary they established.

How data science is helping astronauts prospect for lunar ice

The moon will once again play a crucial role in the space race, but this time as the gatekeeper to the solar system, acting as a link in the planetary supply chain. Ice deposits found in shadowed craters near the poles can act as resource wells for visiting astronauts, providing not only drinking water for humans and crops, but the key component needed to create rocket fuel. By manufacturing propellant...

Analytics

How to accelerate problem-solution fit with discovery sprints

Any founder, product manager or user experience (UX) designer will tell you that the key to building products that people want is to first find the right problem to solve. Many of the product and design frameworks that have come to life over the past decade concentrate on human-centred design, and begin with a customer problem. But...

Analytics

How this algorithm makes your energy bill easier

In 2017, power contributed to 3.04 per cent of Australian’s annual household spend, with electricity costs rising by 9 per cent and gas and other fuels by 21 per cent in the previous six years. As Australia’s energy market continues to fluctuate and transform in response to national and worldwide change, finding the best energy...

Analytics

Measuring trust in technology using behavioural sensor data

We live in a world that is increasingly driven by automation, and much of our daily thoughts, actions and feelings are directly influenced by highly automated systems – from what we buy on Amazon, to who we vote for in elections, and how safe we are in airplanes. An increasing number of machines and...

New algorithms help data scientists connect data points from multiple sources to solve high-risk problems

Fraud and cybercrime are highly complex problems that often require immense amounts of connected and extraordinarily dense data to be organised and interpreted. One of the challenges data scientists face when dealing with connected data is how to understand relationships between entities, as opposed to looking at data in silos, to provide a much deeper understanding of the problem. Open source graph...

Analytics

World-first computational model predicts dengue outbreaks

A world-first computational model that accurately predicts the spread of infectious diseases carried by air passengers, such as dengue fever, could help prevent future outbreaks. Developed by scientists at CSIRO’s Data61 in collaboration with Queensland University and Queensland Health, the tool draws on travel data from the International Air Transportation Association and dengue incidence rates...

Analytics

Scalable graph machine learning: A mountain we climb?

Graph machine learning is still a relatively new and developing area of research, so you could be forgiven for a lack of familiarity with its place in deep learning. But we’re fast discovering that interconnected problems like money laundering, media propagation and cybercrime are particularly well suited to graph analytics. We can draw powerful insights...