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. IEEE, 2018 IEEE Statistical Signal Processing Workshop (SSP), 2018, 〈https://ssp2018.org/〉. 〈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), 〈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. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, Calgary, AB, Canada. pp.2186-2190, 2018, 〈10.1109/ICASSP.2018.8461358〉. 〈hal-01884799〉

Sparse Signal Recovery Using Iterative Proximal Projection

Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, et al.. Sparse Signal Recovery Using Iterative Proximal Projection. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2018, 66 (4), pp.879 - 894. 〈10.1109/TSP.2017.2778695〉. 〈hal-01707062〉

ECG Fiducial Point Extraction Using Switching Kalman Filter

Mahsa Akhbari, Nasim Ghahjaverestan, Mohammad Shamsollahi, Christian Jutten. ECG Fiducial Point Extraction Using Switching Kalman Filter. Computer Methods and Programs in Biomedicine, Elsevier, 2018. 〈hal-01713406〉

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, In press. 〈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, In press. 〈hal-01911746〉

Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces

Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu. Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2018, 65 (5), pp.1107-1116. 〈10.1109/TBME.2017.2742541〉. 〈hal-01923278〉

Christian Jutten - Petite visite guidée de la séparation de sources

Christian Jutten, Antoine Orlandi, Fanny Bastien. Christian Jutten - Petite visite guidée de la séparation de sources : Des mathématiciens primés par l’Académie des Sciences 2017. 2017. 〈medihal-01764082〉

Riemannian Online Algorithms for Estimating Mixture Model Parameters

Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten. Riemannian Online Algorithms for Estimating Mixture Model Parameters. Geometric Science of Information, Nov 2017, Paris, France. Geometric Science of Information, 〈10.1007/978-3-319-68445-1_78〉. 〈hal-01630177〉