Xavier Luciani

25
Documents

Publications

Publications

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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
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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
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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
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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
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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
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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
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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
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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
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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 et al.

Marine Environmental Research, 2008, 65 (2), pp.148. ⟨10.1016/j.marenvres.2007.09.004⟩

Article dans une revue hal-00501925v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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