Alexander E. Stott

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 4

Top Topics

Regression Methods

Covariance Matrices

Principal Component Regression

High Dimensional

Top Venues

Signal Process.

Publications

Alexander E. Stott, Bruno Scalzo Dees, Ilia Kisil, Danilo P. Mandic
A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression. Signal Process. 160 (2019)
Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. Signal Process. 148 (2018)
Alexander E. Stott, Sithan Kanna, Danilo P. Mandic
Widely linear complex partial least squares for latent subspace regression. Signal Process. 152 (2018)
Alexander E. Stott, Sithan Kanna, Danilo P. Mandic, William T. Pike
An online NIPALS algorithm for Partial Least Squares. ICASSP (2017)