Liver transplant allocation is biased against females. How to rectify this?
The allocation of livers from organ donors to patients puts females at a disadvantage. A remedy was put into use in 2023, based on a common statistical model. This is expected to reduce sex disparity, but is not expected to solve the problem fully. Why? And what else can we do?
What if the nodes in a network have feelings?
How can fairness be incorporated in algorithms that make decisions about people?
Ding-Dong! Finally, your delivery driver is at your door
Elisabeth already has an idea in mind: she would like to find the fastest possible route that goes to each address exactly once before finally returning to the station. This task is a well-known mathematical problem, namely the Traveling Salesman Problem (TSP)! How can she solve it?
Could the Future of Artificial Intelligence be Self-Organising?
One of the main building blocks of modern AI-tools are artificial neural networks, abstract models inspired by the structure and functions of biological neural networks which enable machines to "learn". In this article, I will discuss some thoughts on this topic.
Dispatching experts to do maintenance
Using data analytic techniques and Artificial Intelligence you can analyse data from hospitals and discover hidden patterns that allow us to often predict (within a margin of accuracy) failures before they happen. When a failure is predicted, we issue an alert and we plan for preventive maintenance by an expert engineer.
Why packing your car can be so frustrating.
Are you one of those people who always seems to pack just a bit too much for your car to handle when packing for a vacation? Then you should have a look at this article!
The Versatility of Reinforcement Learning
After a busy week at work, Reinforcement Learning slowly sinks into his leather armchair. A smoky aroma fills the room to the tune of a crackling fire. With a deep gaze fixed on the flames dancing in the fireplace, he leisurely takes a sip of red wine.
Is it easier to find half a needle than a full needle in a random network?
Common sense tells us that objects of comparable size should be equally hard to find. Yet, when searching inside a random network, surprises are awaiting . . .
Distributed consensus: What do money transactions and attacking armies have in common?
In February 2014, a big bank in the Netherlands suffered from an internet banking malfunction which led many costumers to accidentally perform duplicate bank transfers.
AI thinks my dog is a Pig! Want to know why?
Applications of machine learning models are everywhere, with many online platforms and major science fields using tools relying on machine learning. Take, for example, image recognition and computer vision. But did you know that the results of supposedly perfect and accurate machine learning models can be deceived by slight perturbations in the data?