Machine learning methods are widely used in engineering and natural science fields to interpret and model data, and increasingly in the social sciences as well.
Large-scale protein and gene profiling have massively expanded the landscape of cancer-associated proteins and gene mutations ...
Machine learning methods enable computers to learn without being explicitly programmed and have multiple applications, for example, in the improvement of data mining algorithms. Gene therapy in ...
Deep learning, for instance, is an example of a successful machine learning method loosely based on biological neural networks. We develop probabilistic modelling techniques to produce predictions for ...
"The methods make it possible to continuously monitor batteries in the future." Researchers make machine learning ...