-
Anna Calissano,
Théodore Papadopoulo,
Xavier Pennec,
and Samuel Deslauriers-Gauthier.
Graph Alignment Exploiting the Spatial Organization Improves the Similarity of Brain Networks.
Human Brain Mapping,
45(1):e26554,
January 2024.
@article{calissano:hal-03910761,
TITLE = {{Graph Alignment Exploiting the Spatial Organization Improves the Similarity of Brain Networks}},
AUTHOR = {Calissano, Anna and Papadopoulo, Th{\'e}odore and Pennec, Xavier and Deslauriers-Gauthier, Samuel},
url-hal= {https://inria.hal.science/hal-03910761},
JOURNAL = {{Human Brain Mapping}},
PUBLISHER = {{Wiley}},
VOLUME = {45},
NUMBER = {1},
PAGES = {e26554},
YEAR = {2024},
MONTH = Jan,
DOI = {10.1002/hbm.26554},
PDF = {https://inria.hal.science/hal-03910761v3/file/Human%20Brain%20Mapping%20-%202024%20-%20Calissano%20-%20Graph%20alignment%20exploiting%20the%20spatial%20organization%20improves%20the%20similarity%20of.pdf},
HAL_ID = {hal-03910761},
HAL_VERSION = {v3},
}
-
Andrea Chierici,
Fabien Lareyre,
Benjamin Salucki,
Antonio Iannelli,
Hervé Delingette,
and Juliette Raffort.
Vascular liver segmentation: a narrative review on methods and new insights brought by artificial intelligence.
Journal of International Medical Research,
52(9),
September 2024.
Keyword(s): deep learning,
Vessel segmentation,
liver,
artificial intelligence,
active contour,
tracking,
machine learning.
@article{chierici:hal-04719931,
TITLE = {{Vascular liver segmentation: a narrative review on methods and new insights brought by artificial intelligence}},
AUTHOR = {Chierici, Andrea and Lareyre, Fabien and Salucki, Benjamin and Iannelli, Antonio and Delingette, Herv{\'e} and Raffort, Juliette},
url-hal= {https://inria.hal.science/hal-04719931},
JOURNAL = {{Journal of International Medical Research}},
PUBLISHER = {{SAGE Publications (UK and US)}},
VOLUME = {52},
NUMBER = {9},
YEAR = {2024},
MONTH = Sep,
DOI = {10.1177/03000605241263170},
KEYWORDS = {deep learning ; Vessel segmentation ; liver ; artificial intelligence ; active contour ; tracking ; machine learning},
PDF = {https://inria.hal.science/hal-04719931v1/file/chierici-et-al-2024-vascular-liver-segmentation-a-narrative-review-on-methods-and-new-insights-brought-by-artificial%20%281%29.pdf},
HAL_ID = {hal-04719931},
HAL_VERSION = {v1},
}
-
Etrit Haxholli and Marco Lorenzi.
On Tail Decay Rate Estimation of Loss Function Distributions.
Journal of Machine Learning Research,
25(25):1-47,
February 2024.
Keyword(s): Extreme Value Theory,
Tail Modelling,
Loss Function Distributions,
Peaks-Over-Threshold,
Cross-Tail-Estimation,
Model Ranking.
@article{haxholli:hal-03911884,
TITLE = {{On Tail Decay Rate Estimation of Loss Function Distributions}},
AUTHOR = {Haxholli, Etrit and Lorenzi, Marco},
url-hal= {https://inria.hal.science/hal-03911884},
JOURNAL = {{Journal of Machine Learning Research}},
PUBLISHER = {{Microtome Publishing}},
VOLUME = {25},
NUMBER = {25},
PAGES = {1--47},
YEAR = {2024},
MONTH = Feb,
KEYWORDS = {Extreme Value Theory ; Tail Modelling ; Loss Function Distributions ; Peaks-Over-Threshold ; Cross-Tail-Estimation ; Model Ranking},
PDF = {https://inria.hal.science/hal-03911884v3/file/On_Tail_Decay%20Rate_Estimation_of_Loss_Funct_on_Distributions.pdf},
HAL_ID = {hal-03911884},
HAL_VERSION = {v3},
}
-
Justine Labory,
Evariste Njomgue-Fotso,
and Silvia Bottini.
Benchmarking feature selection and feature extraction methods to improve the performances of machine-learning algorithms for patient classification using metabolomics biomedical data.
Computational and Structural Biotechnology Journal,
23(1):1274-1287,
December 2024.
@article{labory:hal-04681403,
TITLE = {{Benchmarking feature selection and feature extraction methods to improve the performances of machine-learning algorithms for patient classification using metabolomics biomedical data}},
AUTHOR = {Labory, Justine and Njomgue-Fotso, Evariste and Bottini, Silvia},
url-hal= {https://hal.inrae.fr/hal-04681403},
JOURNAL = {{Computational and Structural Biotechnology Journal}},
PUBLISHER = {{Elsevier}},
VOLUME = {23},
NUMBER = {1},
PAGES = {1274-1287},
YEAR = {2024},
MONTH = Dec,
DOI = {10.1016/j.csbj.2024.03.016},
HAL_ID = {hal-04681403},
HAL_VERSION = {v1},
}
-
Riccardo Taiello,
Melek Önen,
Francesco Capano,
Olivier Humbert,
and Marco Lorenzi.
Privacy preserving image registration.
Medical Image Analysis,
94,
May 2024.
@article{taiello:hal-04501037,
TITLE = {{Privacy preserving image registration}},
AUTHOR = {Taiello, Riccardo and {\"O}nen, Melek and Capano, Francesco and Humbert, Olivier and Lorenzi, Marco},
url-hal= {https://hal.science/hal-04501037},
JOURNAL = {{Medical Image Analysis}},
PUBLISHER = {{Elsevier}},
VOLUME = {94},
YEAR = {2024},
MONTH = May,
DOI = {10.1016/j.media.2024.103129},
HAL_ID = {hal-04501037},
HAL_VERSION = {v1},
}
-
Yann Thanwerdas.
Permutation-invariant log-Euclidean geometries on full-rank correlation matrices.
SIAM Journal on Matrix Analysis and Applications,
45(2):930-953,
April 2024.
Keyword(s): SPD matrices,
elliptope,
correlation matrices,
log-Euclidean metric,
permutationinvariant,
cor-inversion,
off-log metric,
log-scaled metric,
quotient-affine metric AMS subject classifications..
@article{thanwerdas:hal-03878729,
TITLE = {{Permutation-invariant log-Euclidean geometries on full-rank correlation matrices}},
AUTHOR = {Thanwerdas, Yann},
url-hal= {https://hal.science/hal-03878729},
JOURNAL = {{SIAM Journal on Matrix Analysis and Applications}},
PUBLISHER = {{Society for Industrial and Applied Mathematics}},
VOLUME = {45},
NUMBER = {2},
PAGES = {930-953},
YEAR = {2024},
MONTH = Apr,
DOI = {10.1137/22M1538144},
KEYWORDS = {SPD matrices ; elliptope ; correlation matrices ; log-Euclidean metric ; permutationinvariant ; cor-inversion ; off-log metric ; log-scaled metric ; quotient-affine metric AMS subject classifications.},
PDF = {https://hal.science/hal-03878729v2/file/SIMAX_YT_Log_Euclidean_correlation_v3.pdf},
HAL_ID = {hal-03878729},
HAL_VERSION = {v2},
}
-
Paul Tourniaire,
Marius Ilie,
Julien Mazières,
Anna Vigier,
François Ghiringhelli,
Nicolas Piton,
Jean-Christophe Sabourin,
Frédéric Bibeau,
Paul Hofman,
Nicholas Ayache,
and Hervé Delingette.
WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy.
Journal of Medical Imaging,
11(03),
May 2024.
Keyword(s): Lung cancer LC,
Whole slide image classification.
@article{tourniaire:hal-04573158,
TITLE = {{WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy}},
AUTHOR = {Tourniaire, Paul and Ilie, Marius and Mazi{\`e}res, Julien and Vigier, Anna and Ghiringhelli, Fran{\c c}ois and Piton, Nicolas and Sabourin, Jean-Christophe and Bibeau, Fr{\'e}d{\'e}ric and Hofman, Paul and Ayache, Nicholas and Delingette, Herv{\'e}},
url-hal= {https://inria.hal.science/hal-04573158},
JOURNAL = {{Journal of Medical Imaging}},
PUBLISHER = {{SPIE Digital Library}},
VOLUME = {11},
NUMBER = {03},
YEAR = {2024},
MONTH = May,
DOI = {10.1117/1.JMI.11.3.037502},
KEYWORDS = {Lung cancer LC ; Whole slide image classification},
PDF = {https://inria.hal.science/hal-04573158v1/file/WhARIO__Whole_slide_image_based_survival_Analysis_for_patients_tReated_with_ImmunOtherapy.pdf},
HAL_ID = {hal-04573158},
HAL_VERSION = {v1},
}
-
Zihao Wang,
Yingyu Yang,
Yuzhou Chen,
Tingting Yuan,
Maxime Sermesant,
Hervé Delingette,
and Ona Wu.
Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation.
IEEE Transactions on Medical Imaging,
43(8):2825-2838,
March 2024.
Keyword(s): Zero-shot learning,
cross-modality translation,
diffusion model,
mutual information.
@article{wang:hal-04696849,
TITLE = {{Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation}},
AUTHOR = {Wang, Zihao and Yang, Yingyu and Chen, Yuzhou and Yuan, Tingting and Sermesant, Maxime and Delingette, Herv{\'e} and Wu, Ona},
url-hal= {https://hal.science/hal-04696849},
JOURNAL = {{IEEE Transactions on Medical Imaging}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {43},
NUMBER = {8},
PAGES = {2825-2838},
YEAR = {2024},
MONTH = Mar,
DOI = {10.1109/TMI.2024.3382043},
KEYWORDS = {Zero-shot learning ; cross-modality translation ; diffusion model ; mutual information},
HAL_ID = {hal-04696849},
HAL_VERSION = {v1},
}
-
Francesco Galati,
Rosa Cortese,
Ferran Prados,
Marco Lorenzi,
and Maria A Zuluaga.
Federated Multi-centric Image Segmentation with Uneven Label Distribution.
In MICCAI 2024, 27th International Conference on Medical Image Computing and Computer Assisted Intervention,
volume 15010 of Lecture Notes in Computer Science,
Marrakesh, Morocco,
pages 350-360,
October 2024.
Springer,
Springer Nature Switzerland.
Keyword(s): Missing Labels,
Domain Adaptation,
Federated Learning,
Image Segmentation.
@inproceedings{galati:hal-04730834,
TITLE = {{Federated Multi-centric Image Segmentation with~Uneven Label Distribution}},
AUTHOR = {Galati, Francesco and Cortese, Rosa and Prados, Ferran and Lorenzi, Marco and Zuluaga, Maria A},
url-hal= {https://hal.science/hal-04730834},
BOOKTITLE = {{MICCAI 2024, 27th International Conference on Medical Image Computing and Computer Assisted Intervention}},
ADDRESS = {Marrakesh, Morocco},
ORGANIZATION = {{Springer}},
PUBLISHER = {{Springer Nature Switzerland}},
SERIES = {Lecture Notes in Computer Science},
VOLUME = {15010},
PAGES = {350-360},
YEAR = {2024},
MONTH = Oct,
DOI = {10.1007/978-3-031-72117-5\_33},
KEYWORDS = {Missing Labels ; Domain Adaptation ; Federated Learning ; Image Segmentation},
PDF = {https://hal.science/hal-04730834v1/file/0368_paper.pdf},
HAL_ID = {hal-04730834},
HAL_VERSION = {v1},
}
-
Lisa Guzzi,
Maria A. Zuluaga,
Fabien Lareyre,
Gilles Di Lorenzo,
Sébastien Goffart,
Andrea Chierici,
Juliette Raffort,
and Hervé Delingette.
Differentiable Soft Morphological Filters for Medical Image Segmentation.
In MICCAI 2024 - Medical Image Computing and Computer Assisted Intervention,
Marrakesh, Morocco,
October 2024.
Keyword(s): Image Segmentation,
Morphological Operations,
Deep Learning.
@inproceedings{guzzi:hal-04592007,
TITLE = {{Differentiable Soft Morphological Filters for Medical Image Segmentation}},
AUTHOR = {Guzzi, Lisa and Zuluaga, Maria A. and Lareyre, Fabien and Di Lorenzo, Gilles and Goffart, S{\'e}bastien and Chierici, Andrea and Raffort, Juliette and Delingette, Herv{\'e}},
url-hal= {https://hal.science/hal-04592007},
BOOKTITLE = {{MICCAI 2024 - Medical Image Computing and Computer Assisted Intervention}},
ADDRESS = {Marrakesh, Morocco},
YEAR = {2024},
MONTH = Oct,
KEYWORDS = {Image Segmentation ; Morphological Operations ; Deep Learning},
PDF = {https://hal.science/hal-04592007v2/file/Guzzi_MICCAI_hal_version.pdf},
HAL_ID = {hal-04592007},
HAL_VERSION = {v2},
}
-
Guillaume Olikier.
Retractions on closed sets.
In MTNS 2024 - 26th International Symposium on Mathematical Theory of Networks and Systems,
Cambridge (GB), United Kingdom,
August 2024.
Keyword(s): retraction,
tangent cones,
stationarity,
line-search methods,
low-rank optimization.
@inproceedings{olikier:hal-04581498,
TITLE = {{Retractions on closed sets}},
AUTHOR = {Olikier, Guillaume},
url-hal= {https://inria.hal.science/hal-04581498},
BOOKTITLE = {{MTNS 2024 - 26th International Symposium on Mathematical Theory of Networks and Systems}},
ADDRESS = {Cambridge (GB), United Kingdom},
YEAR = {2024},
MONTH = Aug,
KEYWORDS = {retraction ; tangent cones ; stationarity ; line-search methods ; low-rank optimization},
HAL_ID = {hal-04581498},
HAL_VERSION = {v1},
}
-
Théodore Soulier,
Mariem Hamzaoui,
Milena Sales Pitombeira,
Daniele De Paula Faria,
Arya Yazdan-Panah,
Matteo Tonietto,
Claire Leroy,
Michel Bottlaender,
Benedetta Bodini,
Ninon Burgos,
Nicholas Ayache,
Olivier Colliot,
and Bruno Stankoff.
Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks.
In SPIE Medical Imaging,
San Diego, United States,
February 2024.
Keyword(s): Multiple Sclerosis,
Magnetic Resonance Imaging,
Positron Emission Tomography,
Myelin,
Generative Adversarial Network,
Curriculum Learning,
Image synthesis.
@inproceedings{soulier:hal-04362506,
TITLE = {{Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks}},
AUTHOR = {Soulier, Th{\'e}odore and Hamzaoui, Mariem and Sales Pitombeira, Milena and De Paula Faria, Daniele and Yazdan-Panah, Arya and Tonietto, Matteo and Leroy, Claire and Bottlaender, Michel and Bodini, Benedetta and Burgos, Ninon and Ayache, Nicholas and Colliot, Olivier and Stankoff, Bruno},
url-hal= {https://hal.sorbonne-universite.fr/hal-04362506},
BOOKTITLE = {{SPIE Medical Imaging}},
ADDRESS = {San Diego, United States},
YEAR = {2024},
MONTH = Feb,
KEYWORDS = {Multiple Sclerosis ; Magnetic Resonance Imaging ; Positron Emission Tomography ; Myelin ; Generative Adversarial Network ; Curriculum Learning ; Image synthesis},
PDF = {https://hal.sorbonne-universite.fr/hal-04362506v1/file/SPIE_2024___MyelinGAN-2.pdf},
HAL_ID = {hal-04362506},
HAL_VERSION = {v1},
}
-
Riccardo Taiello,
Melek Önen,
Clémentine Gritti,
and Marco Lorenzi.
Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Stragglers.
In ARES 2024 - International Conference on Availability, Reliability and Security,
Vienna, Austria,
July 2024.
ACM.
@inproceedings{taiello:hal-04659083,
TITLE = {{Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Stragglers}},
AUTHOR = {Taiello, Riccardo and {\"O}nen, Melek and Gritti, Cl{\'e}mentine and Lorenzi, Marco},
url-hal= {https://hal.science/hal-04659083},
BOOKTITLE = {{ARES 2024 - International Conference on Availability, Reliability and Security}},
ADDRESS = {Vienna, Austria},
ORGANIZATION = {{ACM}},
YEAR = {2024},
MONTH = Jul,
PDF = {https://hal.science/hal-04659083v1/file/publi-7768.pdf},
HAL_ID = {hal-04659083},
HAL_VERSION = {v1},
}
-
Yanis Aeschlimann,
Anna Calissano,
Andreas Abildtrup Hansen,
Théodore Papadopoulo,
and Samuel Deslauriers-Gauthier.
Graph matching of structural and functional brain networks.
Note: Working paper or preprint,
January 2024.
Keyword(s): Brain connectivity,
Structure-Function,
Graph matching,
Brain Network.
@unpublished{aeschlimann:hal-04387986,
TITLE = {{Graph matching of structural and functional brain networks}},
AUTHOR = {Aeschlimann, Yanis and Calissano, Anna and Abildtrup Hansen, Andreas and Papadopoulo, Th{\'e}odore and Deslauriers-Gauthier, Samuel},
url-hal= {https://hal.science/hal-04387986},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Jan,
KEYWORDS = {Brain connectivity ; Structure-Function ; Graph matching ; Brain Network},
PDF = {https://hal.science/hal-04387986v1/file/ISBI_submission_1.pdf},
HAL_ID = {hal-04387986},
HAL_VERSION = {v1},
}
-
Safaa Al-Ali and Irene Balelli.
Multi-Channel Causal Variational Autoencoder.
Note: Working paper or preprint,
August 2024.
Keyword(s): Multi-channel,
Causal discovery,
Variational Autoencoder.
@unpublished{alali:hal-04666466,
TITLE = {{Multi-Channel Causal Variational Autoencoder}},
AUTHOR = {Al-Ali, Safaa and Balelli, Irene},
url-hal= {https://hal.science/hal-04666466},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Aug,
KEYWORDS = {Multi-channel ; Causal discovery ; Variational Autoencoder},
PDF = {https://hal.science/hal-04666466v1/file/Preprint_MC2VAE_SA_IB.pdf},
HAL_ID = {hal-04666466},
HAL_VERSION = {v1},
}
-
Safaa Al-Ali,
Maria Teresa Mora,
Maxime Sermesant,
Beatriz Trénor,
and Irene Balelli.
Assessing ion channel blockade and electromechanical biomarkers' interrelations through a novel Multi-Channel Causal Variational Autoencoder.
Note: Working paper or preprint,
August 2024.
Keyword(s): Multi-channel,
Variational auto-encoder,
Torsade de pointes,
Risk assesmant,
Ion channel block,
Electromechanical characteristics.
@unpublished{alali:hal-04607082,
TITLE = {{Assessing ion channel blockade and electromechanical biomarkers' interrelations through a novel Multi-Channel Causal Variational Autoencoder}},
AUTHOR = {Al-Ali, Safaa and Teresa Mora, Maria and Sermesant, Maxime and Tr{\'e}nor, Beatriz and Balelli, Irene},
url-hal= {https://hal.science/hal-04607082},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Aug,
KEYWORDS = {Multi-channel ; Variational auto-encoder ; Torsade de pointes ; Risk assesmant ; Ion channel block ; Electromechanical characteristics},
PDF = {https://hal.science/hal-04607082v2/file/Cinc_2024-deposit-hal.pdf},
HAL_ID = {hal-04607082},
HAL_VERSION = {v2},
}
-
James Benn and Stephen Marsland.
The Geometry of Right-Invariant Metrics.
Note: Working paper or preprint,
May 2024.
@unpublished{benn:hal-04360903,
TITLE = {{The Geometry of Right-Invariant Metrics}},
AUTHOR = {Benn, James and Marsland, Stephen},
url-hal= {https://hal.science/hal-04360903},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = May,
PDF = {https://hal.science/hal-04360903v2/file/version2.pdf},
HAL_ID = {hal-04360903},
HAL_VERSION = {v2},
}
-
Anna Calissano,
Luìs F Pereira,
Jonas Lueg,
and Nina Miolane.
On the Implementation of Geodesic Metric Spaces.
Note: Working paper or preprint,
June 2024.
Keyword(s): geodesic metric spaces,
BHV space,
tree-valued data,
graph-valued data,
geometric data analysis.
@unpublished{calissano:hal-04609816,
TITLE = {{On the Implementation of Geodesic Metric Spaces}},
AUTHOR = {Calissano, Anna and Pereira, Lu{\'i}s F and Lueg, Jonas and Miolane, Nina},
url-hal= {https://inria.hal.science/hal-04609816},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Jun,
KEYWORDS = {geodesic metric spaces ; BHV space ; tree-valued data ; graph-valued data ; geometric data analysis},
PDF = {https://inria.hal.science/hal-04609816v1/file/Beyond_Manifold_Implementation.pdf},
HAL_ID = {hal-04609816},
HAL_VERSION = {v1},
}
-
Guillaume Olikier and Irène Waldspurger.
Projected gradient descent accumulates at Bouligand stationary points.
Note: Working paper or preprint,
May 2024.
Keyword(s): Projected gradient descent,
Stationarity,
Tangent and normal cones,
Clarke regularity.
@unpublished{olikier:hal-04588622,
TITLE = {{Projected gradient descent accumulates at Bouligand stationary points}},
AUTHOR = {Olikier, Guillaume and Waldspurger, Ir{\`e}ne},
url-hal= {https://hal.science/hal-04588622},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = May,
KEYWORDS = {Projected gradient descent ; Stationarity ; Tangent and normal cones ; Clarke regularity},
PDF = {https://hal.science/hal-04588622v1/file/2403.02530v1.pdf},
HAL_ID = {hal-04588622},
HAL_VERSION = {v1},
}
-
Rafael Silva,
Jairo Rodrìguez-Padilla,
Mihaela Pop,
and Maxime Sermesant.
Analysis of Activation Recovery Interval in Heterogeneous Fibrotic Tissue from Chronically Infarcted Swine.
Note: Working paper or preprint,
September 2024.
@unpublished{silva:hal-04693691,
TITLE = {{Analysis of Activation Recovery Interval in Heterogeneous Fibrotic Tissue from Chronically Infarcted Swine}},
AUTHOR = {Silva, Rafael and Rodr{\'i}guez-Padilla, Jairo and Pop, Mihaela and Sermesant, Maxime},
url-hal= {https://hal.science/hal-04693691},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Sep,
PDF = {https://hal.science/hal-04693691v1/file/417_file_cinc_manuscript_pdf.pdf},
HAL_ID = {hal-04693691},
HAL_VERSION = {v1},
}
-
Rafael Silva,
Yingyu Yang,
Maëlis Morier,
Safaa Al-Ali,
and Maxime Sermesant.
YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals.
Note: Working paper or preprint,
September 2024.
Keyword(s): ECG,
Image Processing and Computer Vision,
Denoising Image,
ECG Digitization.
@unpublished{silva:hal-04684731,
TITLE = {{YOUR-Lead: YOLO and U-Net for Reconstruction of ECG Lead Signals}},
AUTHOR = {Silva, Rafael and Yang, Yingyu and Morier, Ma{\"e}lis and Al-Ali, Safaa and Sermesant, Maxime},
url-hal= {https://hal.science/hal-04684731},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Sep,
KEYWORDS = {ECG ; Image Processing and Computer Vision ; Denoising Image ; ECG Digitization},
PDF = {https://hal.science/hal-04684731v1/file/372_Preprint.pdf},
HAL_ID = {hal-04684731},
HAL_VERSION = {v1},
}