Abstract: Two dimensionality reduction techniques are widely used to analyze data from chemical sensor arrays: Fisher's linear discriminants analysis (LDA) and principal components analysis (PCA). LDA ...
Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
Abstract: Machine-learning (ML)-assisted antenna-array design methods suffer from a heavy computational burden. In this article, a knowledge-guided active-base-element-modeling (KG-ABEM) method is ...