Xavier Luciani

Tensor decompositions, alternating least squares and other tales

Pierre Comon, Xavier Luciani, André L. F. de Almeida · Journal of Chemometrics · 2009 · 446 citations · Full text

Numerical Analysis, Engineering, Tensor Decompositions +9

A simple correction method of inner filter effects affecting FEEM and its application to the PARAFAC decomposition

Xavier Luciani, Stéphane Mounier, Roland Redon et al. · Chemometrics and Intelligent Laboratory Systems · 2009 · 106 citations · Full text

Numerical Analysis, Adaptive Filter, Engineering +9

Tracing of dissolved organic matter from the SEPETIBA Bay (Brazil) by PARAFAC analysis of total luminescence matrices

Xavier Luciani, Stéphane Mounier, Heloísa H. M. Paraquetti et al. · Marine Environmental Research · 2007 · 71 citations · Full text

Total Luminescence Matrices, Organic Geochemistry, Environmental Chemistry +12

Canonical Polyadic Decomposition based on joint eigenvalue decomposition

Xavier Luciani, Laurent Albera · Chemometrics and Intelligent Laboratory Systems · 2014 · 51 citations

Mathematical Programming, Numerical Analysis, Engineering +4

Joint Eigenvalue Decomposition of Non-Defective Matrices Based on the LU Factorization With Application to ICA

Xavier Luciani, Laurent Albera · IEEE Transactions on Signal Processing · 2015 · 39 citations

Spectral Theory, Numerical Analysis, Mathematical Programming +18