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, n^o 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, n^o 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, n^o 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, n^o 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

• 19F. Chazal, P. Massart, B. Michel.
  
  Rates of convergence for robust geometric inference, Inria, March 2015.
  
  https://hal.inria.fr/hal-01232197

Other Publications

• 20J.-P. Baudry, G. Celeux.
  
  EM for mixtures - Initialization requires special care, February 2015, working paper or preprint.
  
  https://hal.inria.fr/hal-01113242
• 21G. Biau, K. Bleakley, B. Cadre.
  
  The Statistical Performance of Collaborative Inference, July 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01170254
• 22G. Biau, K. Bleakley, D. Mason.
  
  Long signal change-point detection, April 2015, working paper or preprint.
  
  https://hal.inria.fr/hal-01140119
• 23L. Birgé, N. Magalhães, P. Massart.
  
  A new V-fold type procedure based on robust tests, June 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01163771
• 24F. Chazal, P. Massart, B. Michel.
  
  Rates of convergence for robust geometric inference, May 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01157551
• 25E. Devijver.
  
  Joint rank and variable selection for parsimonious estimation in high-dimension finite mixture regression model, January 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01099296
• 26E. Devijver, M. Gallopin.
  
  Block-diagonal covariance selection for high-dimensional Gaussian graphical models, November 2015, working paper or preprint.
  
  https://hal.inria.fr/hal-01227608
• 27E. Devijver, Y. Goude, J.-M. Poggi.
  
  Clustering electricity consumers using high-dimensional regression mixture models, June 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01169324
• 28J. Kalawoun, P. Pamphile.
  
  Signal Processing by Switching Markov State-Space Models: Estimation of the State of Charge of an Electric Battery, May 2015, working paper or preprint.
  
  https://hal.inria.fr/hal-01149641
• 29C. Lacour, P. Massart.
  
  Minimal penalty for Goldenshluger-Lepski method, January 2015, working paper or preprint.
  
  https://hal.archives-ouvertes.fr/hal-01121989
• 30A. Rau, M. Gallopin, F. Jaffrezic, G. Celeux.
  
  ICAL, 2015, Software.
  
  https://hal.archives-ouvertes.fr/hal-01194145