Accéder directement au contenu

Xavier Luciani

25
Documents

Publications

Image document

Joint EigenValue Decomposition Algorithms Based on First-Order Taylor Expansion

Remi Andre , Xavier Luciani , Eric Moreau
IEEE Transactions on Signal Processing, 2020, 68, pp.1716-1727. ⟨10.1109/TSP.2020.2976580⟩
Article dans une revue hal-03525410v1
Image document

A new class of block coordinate algorithms for the Joint EigenValue Decomposition of complex matrices

Rémi André , Xavier Luciani , Eric Moreau
Signal Processing, 2018, 145, pp.78-90. ⟨10.1016/j.sigpro.2017.11.016⟩
Article dans une revue hal-01862357v1
Image document

Correcting inner filter effects, a non multilinear tensor decomposition method

Jérémy E Cohen , Pierre Comon , Xavier Luciani
Chemometrics and Intelligent Laboratory Systems, 2016, 150, pp.29-40. ⟨10.1016/j.chemolab.2015.11.002⟩
Article dans une revue hal-01158152v1

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, 63 (17), pp.4594-4608. ⟨10.1109/TSP.2015.2440219⟩
Article dans une revue hal-01479797v1
Image document

Canonical Polyadic Decomposition based on joint eigenvalue decomposition

Xavier Luciani , Laurent Albera
Chemometrics and Intelligent Laboratory Systems, 2014, 132, pp. 152-167
Article dans une revue hal-00949746v1

How to correct inner filter effects altering 3D fluorescence spectra by using a mirrored cell

Xavier Luciani , Roland Redon , Stéphane Mounier
Chemometrics and Intelligent Laboratory Systems, 2013, 126, pp.91--99. ⟨10.1016/j.chemolab.2013.04.014⟩
Article dans une revue hal-01394612v1
Image document

CONFAC Decomposition Approach to Blind Identification of Underdetermined Mixtures Based on Generating Function Derivatives

André L. F. Almeida , Xavier Luciani , Alwin Stegeman , Pierre Comon
IEEE Transactions on Signal Processing, 2012, 60 (11), pp.5698-5713. ⟨10.1109/TSP.2012.2208956⟩
Article dans une revue hal-00739130v1
Image document

Blind Identification of Underdetermined Mixtures Based on the Characteristic Function: The Complex Case

Xavier Luciani , André L. F. de Almeida , Pierre Comon
IEEE Transactions on Signal Processing, 2011, 59 (2), pp.540 - 553. ⟨10.1109/TSP.2010.2089625⟩
Article dans une revue hal-00537838v1
Image document

Tensor Decompositions, Alternating Least Squares and other Tales

Pierre Comon , Xavier Luciani , André L. F. de Almeida
Journal of Chemometrics, 2009, 23, pp.393-405. ⟨10.1002/cem.1236⟩
Article dans une revue hal-00410057v1
Image document

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

Xavier Luciani , Stéphane Mounier , Roland Redon , André Bois
Chemometrics and Intelligent Laboratory Systems, 2009, 96 (2), pp.227-238. ⟨10.1016/j.chemolab.2009.02.008⟩
Article dans une revue hal-00807769v1
Image document

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

Xavier Luciani , Stéphane Mounier , H.H.M Paraquetti , Roland Redon , Yves Lucas
Marine Environmental Research, 2008, 65 (2), pp.148. ⟨10.1016/j.marenvres.2007.09.004⟩
Article dans une revue hal-00501925v1
Image document

Online Nonnegative Canonical Polyadic Decomposition: Algorithms and Application

Isaac Wilfried Sanou , Roland Redon , Xavier Luciani , Stéphane Mounier
2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.1805-1809, ⟨10.23919/EUSIPCO54536.2021.9616028⟩
Communication dans un congrès hal-03525395v1
Image document

A fast algorithm for the CP decomposition of large tensors

R. Andre , Xavier Luciani , Eric Moreau
SIS2017 STATISTICS AND DATA SCIENCE: NEW CHALLENGES, NEW GENERATIONS, Jun 2017, Florence, Italy
Communication dans un congrès hal-01862252v1
Image document

Diagonalisation conjointe par similitude avec contrainte de non négativité sur les valeurs propres

Rémi André , Xavier Luciani , Eric Moreau
GRETSI 2017, Sep 2017, Juan-les-Pins, France
Communication dans un congrès hal-01862233v1
Image document

ON JEVD OF SEMI-DEFINITE POSITIVE MATRICES AND CPD OF NONNEGATIVE TENSORS

Rémi André , Laurent Albera , Xavier Luciani , Eric Moreau
IEEE SAM 2016, Jul 2016, Rio de Janeiro, Brazil. pp.7569738
Communication dans un congrès hal-01862241v1
Image document

A COUPLED JOINT EIGENVALUE DECOMPOSITION ALGORITHM FOR CANONICAL POLYADIC DECOMPOSITION OF TENSORS

Rémi André , Xavier Luciani , Eric Moreau
IEEE SAM 2016, Jul 2016, Rio de Janeiro, France
Communication dans un congrès hal-01862247v1

JEVD and CPD : algorithms and application to ICA and fluorescence spectroscopy

Xavier Luciani , Laurent Albera
TRICAP 2015 - ThRee-way methods In Chemistry And Psychology 7th edition, May 2015, Pecol - Val di Zoldo (Belluno), Italie
Communication dans un congrès hal-01488379v1
Image document

A FAST ALGORITHM FOR JOINT EIGENVALUE DECOMPOSITION OF REAL MATRICES

Rémi André , Tual Trainini , Xavier Luciani , Eric Moreau
EUSIPCO 2015, Aug 2015, Nice, France
Communication dans un congrès hal-01862227v1
Image document

Fourth-Order CONFAC Decomposition Approach for Blind Identification of UnderDetermined Mixtures

André L. F. de Almeida , Xavier Luciani , Pierre Comon
EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.1-5
Communication dans un congrès hal-00725297v1
Image document

Semi-algebraic canonical decomposition of multi-way arrays and joint eigenvalue decomposition

Xavier Luciani , Laurent Albera
The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), May 2011, Prague, Czech Republic. pp.4104-4107, ⟨10.1109/ICASSP.2011.5947255⟩
Communication dans un congrès hal-00595092v1

Joint Eigenvalue Decomposition Using Polar Matrix Factorization.

Xavier Luciani , Laurent Albera
Proceedings of the 9th International Conference Latent Variable Analysis and Signal Separation LVA/ICA 2010, Sep 2010, St. Malo, France. pp.555-562, ⟨10.1007/978-3-642-15995-4_69⟩
Communication dans un congrès hal-00910872v1
Image document

Deterministic Blind Separation of Sources having Different Symbol Rates using Tensor-Based Parallel Deflation

André L. F. de Almeida , Pierre Comon , Xavier Luciani
Ninth International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.362-369
Communication dans un congrès hal-00540504v1
Image document

Blind identification of underdetermined mixtures of complex sources based on the characteristic function

Xavier Luciani , André L. F. de Almeida , Pierre Comon
European Signal Processing Conference (EUSIPCO), Aug 2010, Aalborg, Denmark. pp.885-889
Communication dans un congrès hal-00512805v1
Image document

Blind Identification of Underdetermined Mixtures Based on the Hexacovariance and Higher-Order Cyclostationarity

André L. F. de Almeida , Xavier Luciani , Pierre Comon
IEEE Workshop on Stiatistical Signal Processing, Aug 2009, Cardiff, United Kingdom. pp.4
Communication dans un congrès hal-00435913v1
Image document

Analyse numérique des spectres de fluorescence 3D issus de mélanges non linéaires

Xavier Luciani
Traitement du signal et de l'image [eess.SP]. Université du Sud Toulon Var, 2007. Français. ⟨NNT : ⟩
Thèse tel-00287255v1