A comprehensive overview of the applications of kernel functions and data-driven models in regression and classification tasks in the context of software sensors. - Joyce Chen Yen Ngu; Wan Sieng Yeo; Teck Fu Thien; Jobrun Nandong (Appl. Soft Comput., 2024)