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Publications of year 2020
Articles in journal or book chapters
  1. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Semi-automatic extraction of functional dynamic networks describing patient's epileptic seizures. Frontiers in Neurology, 2020. Keyword(s): dynamic grahps, epilepsy, functional connectivity, graph signal processing, epileptogenic networks.
    @article{Frusque.Frontiers.2020,
    Author = {Frusque, Ga{\"e}tan and Borgnat, Pierre and Gon{\c c}alves, Paulo and Jung, Julien},
    Date-Added = {2020-09-10 15:27:11 +0200},
    Date-Modified = {2020-09-10 15:29:57 +0200},
    Journal = {Frontiers in Neurology},
    Keywords = {dynamic grahps, epilepsy, functional connectivity, graph signal processing, epileptogenic networks},
    Title = {Semi-automatic extraction of functional dynamic networks describing patient's epileptic seizures},
    Year = {2020}
    }
    


  2. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Multiplex network inference with sparse tensor decomposition for functional connectivity. IEEE Transactions on Signal and Information Processing over Networks, 2020. Note: To appear. Keyword(s): graph signal processing, graphical lasso, graphs, neurosciences.
    @article{Frusque.ieeeTSIPN.2020,
    Author = {Frusque, Ga{\"e}tan and Jung, Julien and Borgnat, Pierre and Gon{\c c}alves, Paulo},
    Date-Added = {2020-04-03 16:22:18 +0200},
    Date-Modified = {2020-04-03 16:27:01 +0200},
    Journal = {IEEE Transactions on Signal and Information Processing over Networks},
    Keywords = {graph signal processing, graphical lasso, graphs, neurosciences},
    Note = {To appear},
    Title = {Multiplex network inference with sparse tensor decomposition for functional connectivity},
    Year = {2020}
    }
    


Conference articles
  1. Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, and Rémi Gribonval. Graph Diffusion Wasserstein Distances. In European Conference on Machine Learning, 2020. Keyword(s): optimal transport, graph signal processing, Diffusion on graphs, classification, domain adaptation.
    @conference{Barbe.ECML.2020,
    Author = {Barbe, Am{\'e}lie and Sebban, Marc and Gon{\c c}alves, Paulo and Borgnat, Pierre and Gribonval, R{\'e}mi},
    Booktitle = {European Conference on Machine Learning},
    Date-Added = {2020-06-05 11:33:17 +0200},
    Date-Modified = {2020-06-05 11:36:57 +0200},
    Keywords = {optimal transport, graph signal processing, Diffusion on graphs, classification, domain adaptation},
    Title = {Graph Diffusion Wasserstein Distances},
    Year = {2020},
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    }
    


  2. Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, and Rémi Gribonval. Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur. In Conférence sur l'Apprentissage automatique, 2020. Keyword(s): optimal transport, graph signal processing, Diffusion on graphs, domain adaptation.
    @conference{Barbe.CAP.2020,
    Author = {Barbe, Am{\'e}lie and Sebban, Marc and Gon{\c c}alves, Paulo and Borgnat, Pierre and Gribonval, R{\'e}mi},
    Booktitle = {Conf{\'e}rence sur l'Apprentissage automatique},
    Date-Added = {2020-06-04 09:15:49 +0200},
    Date-Modified = {2020-06-04 09:24:03 +0200},
    Keywords = {optimal transport, graph signal processing, Diffusion on graphs, domain adaptation},
    Title = {Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur},
    Year = {2020},
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    }
    


  3. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Extraction of functional dynamic networks describing patient's epileptic seizures. In Conference on Complex Systems, December 7-11 2020. Keyword(s): graph signal processing, graphical lasso, graphs, neurosciences, dynamic grahps, epileptogenic networks.
    @conference{Frusque.CCS.2020,
    Author = {Frusque, Ga{\"e}tan and Borgnat, Pierre and Gon{\c c}alves, Paulo and Jung, Julien},
    Booktitle = {Conference on Complex Systems},
    Date-Added = {2020-11-10 09:05:11 +0100},
    Date-Modified = {2020-11-10 09:24:30 +0100},
    Keywords = {graph signal processing, graphical lasso, graphs, neurosciences, dynamic grahps, epileptogenic networks},
    Month = {December 7-11},
    Title = {Extraction of functional dynamic networks describing patient's epileptic seizures},
    Year = {2020}
    }
    


  4. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Regularized partial phase synchrony index applied to dynamical functional connectivity estimation. In IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Barcelona, Spain, 2020. Keyword(s): graph signal processing, estimation, graphical lasso.
    @conference{Frusque.icassp.2020,
    Address = {Barcelona, Spain},
    Author = {Frusque, Ga{\"e}tan and Jung, Julien and Borgnat, Pierre and Gon{\c c}alves, Paulo},
    Booktitle = {IEEE Int. Conf. on Acoust. Speech and Sig. Proc.},
    Date-Added = {2020-01-29 16:19:46 +0100},
    Date-Modified = {2020-01-29 16:23:14 +0100},
    Keywords = {graph signal processing, estimation, graphical lasso},
    Title = {Regularized partial phase synchrony index applied to dynamical functional connectivity estimation},
    Year = {2020}
    }
    


  5. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Temporarily Activated Patterns for Multi-trial Functional Connectivity Data. In Second Internaitonal Conference on Advances in Signal Processing and Artifical Intelligence (ASPAI), Berlin (Germany), November 2020. Keyword(s): epileptogenic networks, graph signal processing, graphical lasso, dynamic grahps.
    @conference{Frusque.aspai.2020,
    Address = {Berlin (Germany)},
    Author = {Frusque, Ga{\"e}tan and Jung, Julien and Borgnat, Pierre and Gon{\c c}alves, Paulo},
    Booktitle = {Second Internaitonal Conference on Advances in Signal Processing and Artifical Intelligence (ASPAI)},
    Date-Added = {2020-11-10 11:05:50 +0100},
    Date-Modified = {2020-11-10 11:09:27 +0100},
    Keywords = {epileptogenic networks, graph signal processing, graphical lasso, dynamic grahps},
    Month = {November },
    Title = {Temporarily Activated Patterns for Multi-trial Functional Connectivity Data},
    Year = {2020}
    }
    



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Last modified: Tue Nov 10 11:09:36 2020
Author: pgoncalv.


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