datasets before start of production (SOP) is often limited. In contrast to data, expert knowledge commonly is available in … small datasets by integrating shape expert knowledge, that is, prior knowledge about the shape of the input … surface roughness as a function of five process variables. As opposed to conventional ML methods for small datasets, the …

As I document using evidence from a journal data repository that I manage, the datasets used in empirical work are … getting larger. When we use very large datasets, it can be dangerous to rely on standard methods for statistical inference. In …