An online NIPALS algorithm for Partial Least Squares. - Alexander E. Stott; Sithan Kanna; Danilo P. Mandic; William T. Pike (ICASSP, 2017)

Diagonalisation of covariance matrices in quaternion widely linear signal processing. - Min Xiang; Shirin Enshaeifar; Alexander Stott; Clive Cheong Took; Yili Xia; Danilo P. Mandic (CoRR, 2017)

Widely linear complex partial least squares for latent subspace regression. - Alexander E. Stott; Sithan Kanna; Danilo P. Mandic (Signal Process., 2018)

Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. - Min Xiang; Shirin Enshaeifar; Alexander E. Stott; Clive Cheong Took; Yili Xia; Sithan Kanna; Danilo P. Mandic (Signal Process., 2018)

A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression. - Alexander E. Stott; Bruno Scalzo Dees; Ilia Kisil; Danilo P. Mandic (Signal Process., 2019)