Optimizing RNA design with AI and an Ising machine: Encoding matters

RNA has emerged as one of the most promising molecules in modern medicine, enabling advances from mRNA vaccines and gene ...

Study compares machine learning models of raindrop formation

Raindrops form inside clouds when tiny particles of water collide and stick together, forming larger droplets that eventually ...
IEEE

Predicting Thyroid Dysfunction Using Classical Machine Learning with Rigorous Statistical Evaluation

Abstract: Thyroid disorders are among the most prevalent endocrine conditions worldwide and exert far–reaching effects on metabolic, cardiovascular and neurological systems. Early diagnosis remains ...
IEEE

Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning

Abstract: In this article, we utilize the concept of average controllability in graphs, along with a novel rank encoding method, to enhance the performance of Graph Neural Networks (GNNs) in social ...
Hacker

What is One Hot Encoding? Why And When do you have to use it?

So, you’re playing with ML models and you encounter this “One hot encoding” term all over the place. You see the sklearn documentation for one hot encoder and it says “ Encode categorical integer ...
The Straits Times

One-third of large worker dorms to be exempted from retrofits due to short remaining leases

SINGAPORE - One-third of the 54 purpose-built dormitories (PBDs) for foreign workers here will be exempted from having to meet improved interim housing standards announced in October 2023, said the ...