Matrix Methods in Data Mining and Pattern Recognition (Fundamentals of Algorithms)

PCA and SVD with nonnegative loadings

Pattern Recognition

View-Invariant Pose Recognition Using Multilinear Analysis and the Universum

ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II

Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

SIAM Journal on Matrix Analysis and Applications

Efficient methods for grouping vectors into low-rank clusters

Journal of Computational Physics

Predicting private company exits using qualitative data

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I

Detecting low-rank clusters via random sampling

Journal of Computational Physics

Anderson Acceleration for Fixed-Point Iterations

SIAM Journal on Numerical Analysis

fMRI brain data classification using cellular automata

AIC'10/BEBI'10 Proceedings of the 10th WSEAS international conference on applied informatics and communications, and 3rd WSEAS international conference on Biomedical electronics and biomedical informatics

Approximation of rank function and its application to the nearest low-rank correlation matrix

Journal of Global Optimization