A tensor higher-order singular value decomposition for prestack seismic data noise reduction and interpolation

An Algorithm for the Principal Component Analysis of Large Data Sets

(2011) Nathan Halko et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

(2011) N. Halko et al.   SIAM REVIEW

5D seismic data regularization by a damped least-norm Fourier inversion

(2010) Side Jin   GEOPHYSICS

The Higher-Order Singular Value Decomposition: Theory and an Application [Lecture Notes

(2010) G. Bergqvist et al.   IEEE SIGNAL PROCESSING MAGAZINE

Seismic data reconstruction using multidimensional prediction filters

(2009) M. Naghizadeh et al.   GEOPHYSICAL PROSPECTING

Tensor Decompositions and Applications

(2009) Tamara G. Kolda et al.   SIAM REVIEW

Unsupervised Multiway Data Analysis: A Literature Survey

(2008) E. Acar et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem

(2008) Vin de Silva et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS