Xavier Luciani

Publications

Article dans une revue (11)

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
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
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
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 istex hal-01394612v1
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
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
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
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
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 Lucaset al. Marine Environmental Research, 2008, 65 (2), pp.148. ⟨10.1016/j.marenvres.2007.09.004⟩ Article dans une revue hal-00501925v1

Communication dans un congrès (13)

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
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
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
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
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
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
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
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
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
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
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 istex hal-00910872v1
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
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

Thèse (1)

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