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2000 Mathematics Subject Classification: Primary 62C99, sec-ondary 62C10, 62C20, 62J05

Yu. Golubev , Th. Zimolo
Mathematical Methods of Statistics, 2016, 25 (1), pp.1-25
Journal articles hal-01292382v1

FULLY CONVOLUTIONAL NEURAL NETWORK-BASED SEGMENTATION OF INDIVIDUAL MUSCLES IN MR IMAGES USING MUSCLES AND BORDERS PARCELLATIONS

Joris Fournel , Arnaud Le Troter , Sandrine Guis , David Bendahan , Badih Ghattas et al.
Annals of the Rheumatic Diseases, In press, pp.2034.1-2034. ⟨10.1136/annrheumdis-2019-eular.2804⟩
Journal articles hal-03581850v1

Sélection de variables en classification binaire : comparaisons et application aux données de biopuces

Badih Ghattas , Anis Ben Ishak
Journal de la Société Française de Statistique, 2008, 149 (3), pp.43-66
Journal articles hal-03582576v1

From elementary martingale calculus to mixtures of experts

Badih Ghattas , Gonzalo Perera
Boletín de la Asociación Matemática Venezolana, 2006, XIII (2), pp.129-154
Journal articles hal-03582592v1

Comparative analysis of in vitro contracture tests with ryanodine and a combination of ryanodine with either halothane or caffeine: a comparative investigation in malignant hyperthermia

D. Bendahan , S. Guis , N. Monnier , G. Kozak-Ribbens , J. Lunardi et al.
Acta Anaesthesiologica Scandinavica, 2004, 48 (8), pp.1019-1027. ⟨10.1111/j.0001-5172.2004.00461.x⟩
Journal articles istex hal-03582628v1

Importance des variables dans les méthodes CART}

Badih Ghattas
La revue MODULAD, 1999, 24, pp.29-39
Journal articles hal-03583528v1
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A Class of Random Field Memory Models for Mortality Forecasting

Paul Doukhan , Denys Pommeret , Joseph Rynkiewicz , Yahia Salhi
Insurance: Mathematics and Economics, 2017, 77, pp.97-110. ⟨10.1016/j.insmatheco.2017.08.010⟩
Journal articles hal-01367308v1

FDG-PET to T1 Weighted MRI Translation with 3D Elicit Generative Adversarial Network (E-GAN)

Farideh Bazangani , Frédéric Jp Richard , Badih Ghattas , Eric Guedj
Sensors, 2022, 22 (12), pp.4640. ⟨10.3390/s22124640⟩
Journal articles hal-03922259v1
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A consistent framework for a statistical analysis of surfaces based on generalized stochastic processes

Benjamin Coulaud , Frédéric Jp Richard
Far East Journal of Theoretical Statistics, 2020, 59 (2), pp.97-120. ⟨10.17654/TS059020097⟩
Journal articles hal-01863312v1

Variable Importance in Clustering Using Binary Decision Trees

Badih Ghattas , Pierre Michel
22nd International Conference on Computational Statistics, Aug 2016, oviedo, Spain
Conference papers hal-03581880v1

Medical image segmentation automatic quality control: A multi-dimensional approach

Joris Fournel , Axel Bartoli , David Bendahan , Maxime Guye , Monique Bernard et al.
Medical Image Analysis, 2021, 74, pp.102213. ⟨10.1016/j.media.2021.102213⟩
Journal articles hal-03581406v1

Prévision par arbres de classification

Badih Ghattas
Mathématiques, Informatique et Sciences Humaines, 1999, 146, pp.31-49
Journal articles hal-03583518v1

Using the strain-counterstrain approach to highlight the body unity within the osteopathic treatment

Badih Ghattas , Antoine Dixneuf
The American Academy of Osteopathy Journal, 2014, 24 (3), pp.23-34
Journal articles hal-03581982v1

A review of supervised machine learning algorithms and their applications to ecological data

C. Crisci , Badih Ghattas , G. Perera
Ecological Modelling, 2012, 240, pp.113-122. ⟨10.1016/j.ecolmodel.2012.03.001⟩
Journal articles hal-03581989v1
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A log-rank type test to compare net survival distributions

Nathalie Grafféo , Fabienne Castell , Aurélien Belot , Roch Giorgi
Biometrics, 2016, 72 (3), pp.760-769. ⟨10.1111/biom.12477⟩
Journal articles hal-01218237v1

Nonparametric comparison of several transformations of distribution functions

Mohamed Boutahar , Badih Ghattas , Denys Pommeret
Journal of Nonparametric Statistics, 2013, 25 (3), ⟨10.1080/10485252.2013.799158⟩
Journal articles hal-01297497v1
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A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds

Loic Landrieu , Hugo Raguet Raguet , Bruno Vallet , Clément Mallet , Martin Weinmann et al.
ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 132, pp.102-118. ⟨10.1016/j.isprsjprs.2017.08.010⟩
Journal articles hal-01505245v2
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Comparing partitions through the Matching Error

Mathias Bourel , Badih Ghattas , Meliza González
2019
Preprints, Working Papers, ... hal-02197052v1

Procédé de test d’isotropie de textures

Frédéric Jp Richard
France, N° de brevet: FR1458886. 2014
Patents hal-01281020v1

A Consistent Statistical Framework for Current-Based Representations of Surfaces

Benjamin Coulaud , Frédéric Jp Richard
J.-D. Boissonat et al. Curves and Surfaces, 9213, , pp.151-159, 2015, 978-3-319-22803-7
Book sections hal-01270046v1
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Multi-level Bayes and MAP monotonicity testing

Yuri Golubev , Christophe Pouet
Mathematical Methods of Statistics, 2020, 29 (1), pp.57-75. ⟨10.3103/S1066530720010032⟩
Journal articles hal-02293008v1
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Testing the equality of the laws of two strictly stationary processes

D. Pommeret , L. Reboul , L. Yao
2020
Preprints, Working Papers, ... hal-02490333v1
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Recovering metric from full ordinal information

Thibaut Le Gouic
2018
Preprints, Working Papers, ... hal-01162490v4
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Anisotropy of Hölder Gaussian random fields: characterization, estimation, and application to image textures

Frédéric J P Richard
Statistics and Computing, 2018, 28 (6), pp.1155-1168. ⟨10.1007/s11222-017-9785-z⟩
Journal articles hal-01412095v3
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Surface regularity via the estimation of fractional Brownian motion index

Hamed Rabiei , Olivier Coulon , Julien Lefèvre , Frédéric Jp Richard
IEEE Transactions on Image Processing, In press, ⟨10.1109/TIP.2020.3043892⟩
Journal articles hal-02512954v1

Interpretable clustering using unsupervised binary trees

Ricardo Fraiman , Badih Ghattas , Marcela Svarc
Advances in Data Analysis and Classification, 2013, 7 (2), ⟨10.1007/s11634-013-0129-3⟩
Journal articles hal-01297499v1

Machine Learning procedures: An application to bycatch data of the marine turtles Caretta-Caretta

Maite Pons , Soledad Marroni , Irene Machado , Badih Ghattas , Andrés Domingo et al.
Statistical Bulletin of ICCAT, 2008, 38, pp.16-28
Journal articles hal-03581993v1

Using the random forest method to detect a response shift in the quality of life of multiple sclerosis patients: a cohort study

Mohamed Boucekine , Anderson Loundou , Karine Baumstarck , Patricia Minaya-Flores , Jean Pelletier et al.
BMC Medical Research Methodology, 2013, 13 (1), pp.20. ⟨10.1186/1471-2288-13-20⟩
Journal articles hal-03581987v1

Defining Quality of Life Levels to Enhance Clinical Interpretation in Multiple Sclerosis: Application of a Novel Clustering Method

Pierre Michel , Karine Baumstarck , Laurent Boyer , Oscar Fernandez , Peter Flachenecker et al.
Medical Care, 2017, 55 (1), pp.e1-e8. ⟨10.1097/MLR.0000000000000117⟩
Journal articles hal-03581871v1
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Ordered smoothers with exponential weighting

E Chernousova , Yu Golubev , E Krymova
Electronic Journal of Statistics , 2013, ⟨10.1214/13-EJS849⟩
Journal articles hal-01292430v1