This paper presents a new approach to the analysis of mixed processes $X_{t}=B_{t}+G_{t},\qquad t\in[0,T],$ where Bt is a Brownian motion and Gt is an independent ...

Image preprocessing is the first step in OCR table recognition, aimed at optimizing the captured images to improve the accuracy of subsequent recognition. Image preprocessing mainly includes the ...

Neural networks revolutionized machine learning for classical computers: self-driving cars, language translation and even artificial intelligence software were all made possible. It is no wonder, then ...

Gaussian processes models are widely adopted for nonparameteric/semi-parametric modeling. Identifiability issues occur when the mean model contains polynomials with ...