Hyperspectral Image Unmixing with Endmember Bundles and Group Sparsity Inducing Mixed Norms

Lucas Drumetz, Travis Meyer, Jocelyn Chanussot, Andrea Bertozzi, Christian Jutten. Hyperspectral Image Unmixing with Endmember Bundles and Group Sparsity Inducing Mixed Norms. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2019, 28 (7), pp.3435-3450. ⟨10.1109/TIP.2019.2897254⟩. ⟨hal-02138874⟩

Text mining with constrained tensor decomposition

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. Text mining with constrained tensor decomposition. 2019. ⟨hal-02084803v3⟩

A second-order statistics method for blind source separation in post-nonlinear mixtures

Denis Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Romis Attux, Christian Jutten, et al.. A second-order statistics method for blind source separation in post-nonlinear mixtures. Signal Processing, Elsevier, 2019, 155 (February), pp.63-72. ⟨https://www.sciencedirect.com/science/article/pii/S0165168418303153⟩. ⟨10.1016/j.sigpro.2018.09.031⟩. ⟨hal-01911799⟩

Joint Independent Subspace Analysis: Uniqueness and Identifiability

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis: Uniqueness and Identifiability. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2019, 67 (3), pp.684-699. ⟨https://ieeexplore.ieee.org/abstract/document/8531695⟩. ⟨10.1109/TSP.2018.2880714⟩. ⟨hal-01911746⟩

Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces

Pedro Luiz Coelho Rodrigues, Christian Jutten, Marco Congedo. Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2018, 66 (8), pp.2390 - 2401. ⟨https://ieeexplore.ieee.org/document/8588384/⟩. ⟨10.1109/TBME.2018.2889705⟩. ⟨hal-01971856⟩

L’héritage de Fourier, 250 ans après

Christian Jutten. L’héritage de Fourier, 250 ans après. Interstices, INRIA, 2018, ⟨https://interstices.info/l-heritage-de-fourier/⟩. ⟨hal-02006613⟩

A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition

Dana Lahat, Chrisitan Jutten. A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition. Latent Variable Analysis and Signal Separation, Jul 2018, Guildford, United Kingdom. pp.171--180. ⟨hal-01884793⟩

Multivariate Time-Series Analysis Via Manifold Learning

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. Multivariate Time-Series Analysis Via Manifold Learning. IEEE Statistical Signal Processing Workshop (SSP 2018), Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩. ⟨hal-01868167⟩

A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor

Stéphanie Madrolle, Pierre Grangeat, Christian Jutten. A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor. Sensors, MDPI, 2018, 18 (6), pp.1785. ⟨10.3390/s18061785⟩. ⟨hal-01919632⟩

Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases

Dana Lahat, Christian Jutten. Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, AB, Canada. pp.2186-2190, ⟨10.1109/ICASSP.2018.8461358⟩. ⟨hal-01884799⟩