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hal-01100186v2  Communication dans un congrès
Aina Frau-Pascual, Thomas Vincent, Florence Forbes, Philippe Ciuciu. Hemodynamically informed parcellation of cerebral FMRI data
ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. IEEE, pp.2079-2083, 2014, <10.1109/ICASSP.2014.6853965>
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hal-01100266v1  Communication dans un congrès
Aina Frau-Pascual, Thomas Vincent, Jennifer Sloboda, Philippe Ciuciu, Florence Forbes. Physiologically Informed Bayesian Analysis of ASL fMRI Data
M. Jorge Cardoso; Ivor Simpson; Tal Arbel; Doina Precup; Annemie Ribbens. BAMBI 2014 - First International Workshop on Bayesian and grAphical Models for Biomedical Imaging, Sep 2014, Boston, United States. Springer International Publishing, 8677, pp.37 - 48, 2014, Lecture Notes in Computer Science. <10.1007/978-3-319-12289-2_4>
hal-00823455v1  Chapitre d'ouvrage
Philippe Ciuciu, Florence Forbes, Thomas Vincent, Lotfi Chaari. Détection-estimation conjointe en IRM fonctionnelle
Jean-François Giovannelli and Jérôme Idier. Méthodes d'inversion appliquées au traitement du signal et de l'image, Hermès, 2013
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hal-00823453v1  Communication dans un congrès
Antoine Deleforge, Florence Forbes, Radu Horaud. Variational EM for Binaural Sound-Source Separation and Localization
ICASSP 2013 - 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. IEEE, pp.76-80, 2013, <10.1109/ICASSP.2013.6637612>
hal-00780725v1  Communication dans un congrès
Matthieu Vignes, Juliette Blanchet, Damien Leroux, Florence Forbes. Clustering of incomplete, high dimensional and dependent biological data with SpaCEM3
Journée Satellite JOBIM MODGRAPH 2010, Sep 2010, Montpellier, France. 2010
hal-00933699v1  Communication dans un congrès
Angelika Studeny, Florence Forbes, Eric Coissac, Alain Viari, Celine Mercier et al.  Spatial modelling of plant diversity from high-throughput environmental dna sequence data
45èmes Journées de Statistique, May 2013, Toulouse, France. 2013
hal-00933701v1  Communication dans un congrès
Christine Bakhous, Florence Forbes, Farida Enikeeva, Thomas Vincent, Michel Dojat et al.  Analyse parcimonieuse des données d'IRM fonctionnelle dans un cadre bayésien variationnel
45èmes Journées de Statistique, May 2013, Toulouse, France. 2013
hal-00781169v1  Communication dans un congrès
Lamiae Azizi, David Abrial, Myriam Charras-Garrido, Florence Forbes. Spatio-temporal risk Mapping based on Hidden Markov random field and variational approximations
SMTD 2010 - International Conference on Stochastic Modeling Techniques and Date Analysis, Jun 2010, Chania, Greece. 2010
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hal-00863540v1  Communication dans un congrès
Gildas Mazo, Stéphane Girard, Florence Forbes. A parsimonious multivariate copula for tail dependence modeling
EVT 2013 - Extremes in Vimeiro Today, Sep 2013, Vimeiro, Portugal. 2013
hal-01415576v1  Communication dans un congrès
Florence Forbes, Alessandro Chiancone, Stéphane Girard. Student sliced inverse regression
9th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2016, Seville, Spain
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hal-01019360v1  Communication dans un congrès
Antoine Deleforge, Florence Forbes, Radu Horaud. Hyper-spectral Image Analysis with Partially-Latent Regression
European Signal Processing Conference, Sep 2014, Lisbon, Portugal. IEEE, pp.1572 - 1576, 2014, <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6952574>
hal-00803444v1  Communication dans un congrès
Gildas Mazo, Florence Forbes, Stéphane Girard. Augmented cumulative distribution networks for multivariate extreme value modelling
ERCIM 2012 - 5th International Conference of the ERCIM WG on Computing and Statistics, Dec 2012, Oviedo, Spain. 2012
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hal-00859391v1  Communication dans un congrès
Christine Bakhous, Florence Forbes, Thomas Vincent, Michel Dojat, Philippe Ciuciu. Variational Variable Selection To Assess Experimental Condition Relevance In Event-Related fMRI
ISBI 2013 - 10th IEEE International Symposium on Biomedical Imaging, Apr 2013, San Francisco, United States. IEEE, pp.1508-1511, 2013, <10.1109/ISBI.2013.6556821>
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hal-00859388v1  Communication dans un congrès
Lotfi Chaari, Florence Forbes, Thomas Vincent, Philippe Ciuciu. Hemodynamic-informed parcellation of fMRI data in a Joint Detection Estimation framework
Nicholas Ayache and Hervé Delingette and Polina Golland and Kensaku Mori. MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2012, Nice, France. Springer, 7512, pp.180-188, 2012, Lecture Notes in Computer Science; Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012. <10.1007/978-3-642-33454-2_23>
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hal-00859373v1  Communication dans un congrès
Thomas Vincent, Florence Forbes, Philippe Ciuciu. Bayesian BOLD and perfusion source separation and deconvolution from functional ASL imaging
ICASSP 2013 - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. IEEE, pp.1003-1007, 2013, <10.1109/ICASSP.2013.6637800>
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hal-00979147v3  Article dans une revue
Gildas Mazo, Stéphane Girard, Florence Forbes. A flexible and tractable class of one-factor copulas
Statistics and Computing, Springer Verlag (Germany), 2016, 26 (5), pp.965-979. <10.1007/s11222-015-9580-7>
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hal-00863468v3  Article dans une revue
Antoine Deleforge, Florence Forbes, Radu Horaud. High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables
Statistics and Computing, Springer Verlag (Germany), 2015, 25 (5), pp.893-911. <http://link.springer.com/article/10.1007/s11222-014-9461-5>. <10.1007/s11222-014-9461-5>
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hal-00823451v2  Article dans une revue
Florence Forbes, Darren Wraith. A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweights: Application to robust clustering
Statistics and Computing, Springer Verlag (Germany), 2014, 24 (6), pp.971-984. <10.1007/s11222-013-9414-4>
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inria-00168621v2  Rapport
Juliette Blanchet, Florence Forbes. Triplet Markov fields for the classification of complex structure data
[Research Report] RR-6356, INRIA. 2007
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hal-01423613v1  Chapitre d'ouvrage
Florence Forbes. Modelling structured data with probabilistic graphical models
D. Fraix-Burnet; S. Girard. Statistics for Astrophysics- Classification and Clustering, 77, EDP Sciences, pp.195-219, 2016, EAS Publication Series, <10.1051/eas/1677009>
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hal-01423467v1  Chapitre d'ouvrage
Christophe Maggia, Senan Doyle, Florence Forbes, Olivier Heck, Irène Troprès et al.  Assessment of Tissue Injury in Severe Brain Trauma
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. , 9556, Springer International Publishing, pp.57-68, 2016, Lecture Notes in Computer Science, 978-3-319-30857-9. <10.1007/978-3-319-30858-6_6>
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cel-01423624v1  Cours
Florence Forbes. Introduction to statistical methods in signal and image processing
Doctoral. Peyresq, France. 2016
hal-01423626v1  Communication dans un congrès
Florence Forbes, Alessandro Chiancone, Stéphane Girard. Student Sliced Inverse Regression
23th summer session of the Working Group on Model-based Clustering, Jul 2016, Paris, France. 2016
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hal-01249018v1  Communication dans un congrès
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu. Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis
Nassir Navab; Joachim Hornegger; William M. Wells III; Alejandro F. Frangi. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, Oct 2015, Munich, Germany. Springer, Lecture Notes in Computer Science, 9349, pp.85-92, 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I. <10.1007/978-3-319-24553-9_11>
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hal-01249014v1  Communication dans un congrès
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu. Physiological models comparison for the analysis of ASL FMRI data
12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Apr 2015, New York, United States. IEEE, pp.1348-1351, 2015, 12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015. <10.1109/ISBI.2015.7164125>
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hal-01249015v1  Communication dans un congrès
Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu. Variational Physiologically Informed Solution to Hemodynamic and Perfusion Response Estimation from ASL fMRI Data
2015 International Workshop on Pattern Recognition in NeuroImaging, Jun 2015, Stanford, CA, United States. IEEE, pp.57-60, 2015, 2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015. <10.1109/PRNI.2015.12>
hal-00780084v1  Communication dans un congrès
Lotfi Chaari, Florence Forbes, Thomas Vincent. Parcel-free Joint Detection-Estimation in fMRI
44e Journées de Statistique, May 2012, Bruxelles, Belgium. 2012
hal-00780518v1  Communication dans un congrès
Lamiae Azizi, Florence Forbes, Senan Doyle, Myriam Charras-Garrido, David Abrial. Spatio-temporal Markov Random Field approach to risk mapping
ASMDA2011 - 14th Applied Stochastic Models and Data Analysis, Jun 2011, Rome, Italy. 2011
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