Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation

Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten. Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.3417-3421, ⟨ 10.1109/ICASSP40776.2020.9052901 ⟩. ⟨ hal-02560161 ⟩

Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten, Wing-Kin Ma, Akira Iwasaki. Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2020, ⟨ 10.1109/TIP.2020.2974062 ⟩. ⟨ hal-02490602 ⟩

Spectral Unmixing: A Derivation of the Extended Linear Mixing Model from the Hapke Model

Lucas Drumetz, Jocelyn Chanussot, Christian Jutten. Spectral Unmixing: A Derivation of the Extended Linear Mixing Model from the Hapke Model. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, In press, ⟨ 10.1109/LGRS.2019.2958203 ⟩. ⟨ hal-02434671 ⟩

Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements

S. Akhavan, Ronald Phlypo, M. Kamarei, H. Soltanian-Zadeh, Christian Jutten. Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements. Signal Processing, Elsevier, 2020, 166, pp.107235. ⟨ 10.1016/j.sigpro.2019.07.028 ⟩. ⟨ hal-02267179 ⟩

A dictionary learning approach for spatio-temporal characterization of absence seizures

Saeed Akhavan, Ronald Phlypo, M Kamarei, Christian Jutten, Hamid Soltanian-Zadeh. A dictionary learning approach for spatio-temporal characterization of absence seizures. Physiological Measurement, IOP Publishing, 2019, 40 (10), pp.105008. ⟨ 10.1088/1361-6579/ab4962 ⟩. ⟨ hal-02367970 ⟩

The Riemannian Minimum Distance to Means Field Classifier

Marco Congedo, Pedro Luiz Coelho Rodrigues, Christian Jutten. The Riemannian Minimum Distance to Means Field Classifier. 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. ⟨ 10.3217/978-3-85125-682-6-02 ⟩. ⟨ hal-02315131 ⟩

When does it work?": An exploratory analysis of transfer learning for BCI

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. "When does it work?": An exploratory analysis of transfer learning for BCI. 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. ⟨ hal-02321580 ⟩

Text mining with constrained tensor decomposition

Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. Text mining with constrained tensor decomposition. Fifth International Conference on Machine Learning, Optimization, and Data Science, Sep 2019, Certosa di Pontignano, Siena, Italy. ⟨ hal-02084803 ⟩

A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold

Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold. XXVIIème colloque GRETSI (GRETSI 2019), Aug 2019, Lille, France. ⟨ hal-02321587 ⟩

Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility

Dana Lahat, Christian Jutten. Tensor and Coupled Decompositions in Block Terms: Uniqueness and Irreducibility. Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Jul 2019, Toulouse, France. pp.0. ⟨ hal-02397453 ⟩