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Bibliography

Publications of the year

Articles in International Peer-Reviewed Journals

  • 1J.-P. Baudry, M. Cardoso, G. Celeux, M.-J. Amorim, A. Sousa Ferreira.
    Enhancing the selection of a model-based clustering with external categorical variables" Advances in Data Analysis and Classification, in: Advances in Data Analysis and Classification, 2015, 14 p.
    https://hal.inria.fr/hal-01108795
  • 2J.-P. Baudry, G. Celeux.
    EM for mixtures-Initialization requires special care, in: Statistics and Computing, 2015.
    https://hal.inria.fr/hal-01256833
  • 3E. Devijver.
    An ℓ 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models, in: ESAIM: Probability and Statistics, December 2015.
    https://hal.inria.fr/hal-01075338
  • 4E. Devijver.
    Finite mixture regression: a sparse variable selection by model selection for clustering, in: Electronic Journal of Statistics, December 2015, 20 pages.
    https://hal.archives-ouvertes.fr/hal-01060079
  • 5M. Gallopin, G. Celeux, F. Jaffrezic, A. Rau.
    A model selection criterion for model-based clustering of annotated gene expression data, in: Statistical Applications in Genetics and Molecular Biology, 2015.
    https://hal.inria.fr/hal-01256765
  • 6M. Gallopin, G. Celeux, F. Jaffrézic, A. Rau.
    A model selection criterion for model-based clustering of annotated gene expression data, in: Statistical Applications in Genetics and Molecular Biology, January 2015, vol. 14, no 5. [ DOI : 10.1515/sagmb-2014-0095 ]
    https://hal.inria.fr/hal-01255908
  • 7C. Hernandez, C. Keribin, P. Drobinski, S. Turquety.
    Statistical modelling of wildfire size and intensity: a step toward meteorological forecasting of summer extreme fire risk, in: Annales Geophysicae, 2015, vol. 33, no 12, pp. 1495-1506. [ DOI : 10.5194/angeo-33-1495-2015 ]
    http://hal.upmc.fr/hal-01260501
  • 8C. Keribin, V. Brault, G. Celeux, G. Govaert.
    Estimation and selection for the latent block model on categorical data, in: Statistics and Computing, 2015, vol. 25, 16 p.
    https://hal.inria.fr/hal-01256840
  • 9R. Lebret, S. Iovleff, F. Langrognet, C. Biernacki, G. Celeux, G. Govaert.
    Rmixmod: The R Package of the Model-Based Unsupervised, Supervised and Semi-Supervised Classification Mixmod Library, in: Journal of Statistical Software, 2015, forthcoming.
    https://hal.archives-ouvertes.fr/hal-00919486
  • 10A. Rau, C. Maugis-Rabusseau, M.-L. Magniette, G. Celeux.
    Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models, in: Bioinformatics, 2015, vol. 31, no 9, pp. 1420-1427. [ DOI : 10.1093/bioinformatics/btu845 ]
    https://hal.archives-ouvertes.fr/hal-01108821

Articles in National Peer-Reviewed Journals

  • 11G. Celeux, V. Robert.
    Towards an objective team efficiency rate in basketball, in: Journal de la Société Française de Statistique, 2015, vol. 156, no 2, 19 p.
    https://hal.inria.fr/hal-01020295

Invited Conferences

  • 12C. Keribin.
    Choix de modèles quand la vraisemblance est incalculable, in: 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
    https://hal.inria.fr/hal-01260761

International Conferences with Proceedings

  • 13J. Kalawoun, P. Pamphile, G. Celeux, K. Biletska, M. Montaru.
    Estimation of the battery state of charge: a switching Markov state-space model, in: EUSIPCO'2015, Nice, France, August 2015, 5 p.
    https://hal.archives-ouvertes.fr/hal-01168344
  • 14J. Kalawoun, P. Pamphile, G. Celeux.
    Identifiability of a Switching Markov State-Space Model, in: Gretsi 2015, Lyon, France, September 2015, 4 p.
    https://hal.archives-ouvertes.fr/hal-01168323
  • 15Y. Liu, C. Keribin, T. Popova, Y. Rozenholc.
    Statistical Estimation of Genomic Tumoral Alterations, in: 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
    https://hal.inria.fr/hal-01260716

Conferences without Proceedings

  • 16M. Gallopin, E. Devijver.
    Optimal Block Diagonal Covariance Matrices in Large Scale Gaussian Graphical Models, in: StatMathAppli 2015, Fréjus, France, August 2015.
    https://hal.inria.fr/hal-01256226
  • 17M. Gallopin, A. Rau, G. Celeux, F. Jaffrézic.
    Transformation des données et comparaison de modèles pour la classification des données RNA-seq, in: 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
    https://hal.inria.fr/hal-01200672
  • 18V. Robert, G. Celeux, C. Keribin.
    Un modèle statistique pour la pharmacovigilance, in: 47èmes Journées de Statistique de la SFdS, Lille, France, June 2015.
    https://hal.inria.fr/hal-01255701

Internal Reports

Other Publications


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