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Publications of year 2019
Articles in journal or book chapters
  1. E. Bautista, P. Abry, and P. Gonçalves. $L^{\gamma}$ -PageRank for Semi-Supervised Learning. Applied Network Science, 4(57), 2019. [WWW] [PDF] Keyword(s): MNIST, PageRank, Semi-Supervised Learning, Laplacian powers, Diffusion on graphs, Optimal tuning, Signed graphs.
    @article{bautista.ANS.2019,
    Author = {Bautista, E. and Abry, P. and Gon{\c c}alves, P.},
    Date-Modified = {2020-09-24 11:32:40 +0200},
    Hal_Id = {hal-02063780},
    Hal_Version = {v1},
    Journal = {{Applied Network Science}},
    Keywords = {MNIST ; PageRank ; Semi-Supervised Learning ; Laplacian powers ; Diffusion on graphs ; Optimal tuning ; Signed graphs},
    Number = {57},
    Pdf = {https://hal.inria.fr/hal-02063780/file/bmc_article.pdf},
    Publisher = {{Springer}},
    Title = {{$L^{\gamma}$ -PageRank for Semi-Supervised Learning}},
    Url = {https://hal.inria.fr/hal-02063780},
    Volume = {4},
    Year = {2019},
    Bdsk-Url-1 = {https://hal.inria.fr/hal-02063780}
    }
    


  2. F. Hua, C. Richard, C. Jie, W. Haiyan, P. Borgnat, and P. Gonçalves. Designing Convex Combination of Graph Filters. IEEE Signal Processing Letters, 2019. Note: To appear.Keyword(s): graph signal processing.
    @article{Hua.ieeespl.2019,
    Author = {Hua, F. and Richard, C. and Jie, C. and Haiyan, W. and Borgnat, P. and Gon{\c c}alves, P.},
    Date-Added = {2019-11-18 10:47:48 +0100},
    Date-Modified = {2019-11-18 10:51:57 +0100},
    Journal = {IEEE Signal Processing Letters},
    Keywords = {graph signal processing},
    Note = {To appear.},
    Title = {Designing Convex Combination of Graph Filters},
    Year = {2019}
    }
    


  3. B. Ricaud, P. Borgnat, N. Tremblay, P. Gonçalves, and P. Vandergheynst. Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs. Comptes Rendus de l'Académie des Sciences, Série A, 2019. Keyword(s): graph signal processing.
    @article{ricaud.cras.2019,
    Author = {Ricaud, B. and Borgnat, P. and Tremblay, N. and Gon{\c c}alves, P. and Vandergheynst, P.},
    Date-Added = {2019-07-19 13:39:16 +0200},
    Date-Modified = {2019-07-19 13:45:46 +0200},
    Journal = {Comptes Rendus de l'Acad{\'e}mie des Sciences},
    Keywords = {graph signal processing},
    Title = {Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs},
    Volume = {S{\'e}rie A},
    Year = {2019}
    }
    


Conference articles
  1. Dominique Barbe, Pierre Borgnat, Paulo Gonçalves, and Marc Sebban. Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec Attributs. In XXVIIe colloque GRETSI, Lille, France, August 2019. [WWW] [PDF]
    @inproceedings{barbe.gretsi.2019,
    Address = {Lille, France},
    Author = {Barbe, Dominique and Borgnat, Pierre and Gon{\c c}alves, Paulo and Sebban, Marc},
    Booktitle = {{XXVIIe colloque GRETSI}},
    Hal_Id = {hal-02154883},
    Hal_Version = {v1},
    Month = Aug,
    Pdf = {https://hal.inria.fr/hal-02154883/file/GRETSI2019-Barbe.pdf},
    Title = {{Transport Optimal sous Contrainte de R{\'e}gularit{\'e} pour l'Adaptation de Domaines entre Graphes avec Attributs}},
    Url = {https://hal.inria.fr/hal-02154883},
    Year = {2019},
    Bdsk-Url-1 = {https://hal.inria.fr/hal-02154883}
    }
    


  2. R. Fontugne, E. Bautista, C. Petrie, Nomura. Y., P. Abry, P. Gonçalves, K. Fukuda, and E. Aben. BGP Zombies: an Analysis of Beacons Stuck Routes. In 20th Passive and Active Measurements Conference (PAM'19), Chile, Puerto Varas, March 27--29 2019. Note: Best paper award. Keyword(s): graph based semi-supervised learning, networks.
    @conference{Bautista.PAM.2019,
    Address = {Chile, Puerto Varas},
    Author = {Fontugne, R. and Bautista, E. and Petrie, C. and Nomura. Y. and Abry, P. and Gon{\c c}alves, P. and Fukuda, K. and Aben, E.},
    Booktitle = {20th Passive and Active Measurements Conference (PAM'19)},
    Date-Added = {2018-12-11 10:09:58 +0100},
    Date-Modified = {2019-03-28 13:51:30 +0100},
    Keywords = {graph based semi-supervised learning, networks},
    Month = {March 27--29},
    Note = {Best paper award},
    Title = {BGP Zombies: an Analysis of Beacons Stuck Routes},
    Year = {2019}
    }
    


  3. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelle. In XXVIIe colloque GRETSI, Lille, France, August 2019. [WWW] [PDF]
    @inproceedings{frusque.gretsi.2019,
    Address = {Lille, France},
    Author = {Frusque, Ga{\"e}tan and Jung, Julien and Borgnat, Pierre and Gon{\c c}alves, Paulo},
    Booktitle = {{XXVIIe colloque GRETSI}},
    Hal_Id = {hal-02154888},
    Hal_Version = {v1},
    Month = Aug,
    Pdf = {https://hal.inria.fr/hal-02154888/file/Gretsi2019-Frusque.pdf},
    Title = {{R{\'e}duction de dimension tensorielle parcimonieuse: Application au clustering de connectivit{\'e} fonctionnelle}},
    Url = {https://hal.inria.fr/hal-02154888},
    Year = {2019},
    Bdsk-Url-1 = {https://hal.inria.fr/hal-02154888}
    }
    


  4. Marija Stojanova, Thomas Begin, and Paulo Gonçalves. Traitement du signal sur graphe pour modéliser les WLANs. In XXVIIe colloque GRETSI, Lille, France, August 2019. [WWW] [PDF]
    @inproceedings{stojanova.gretsi.2019,
    Address = {Lille, France},
    Author = {Stojanova, Marija and Begin, Thomas and Gon{\c c}alves, Paulo},
    Booktitle = {{XXVIIe colloque GRETSI}},
    Hal_Id = {hal-02154891},
    Hal_Version = {v1},
    Month = Aug,
    Pdf = {https://hal.inria.fr/hal-02154891/file/GRETSI2019-Stojanova.pdf},
    Title = {{Traitement du signal sur graphe pour mod{\'e}liser les WLANs}},
    Url = {https://hal.inria.fr/hal-02154891},
    Year = {2019},
    Bdsk-Url-1 = {https://hal.inria.fr/hal-02154891}
    }
    



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Last modified: Wed Jul 27 15:35:29 2022
Author: pgoncalv.


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