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Florence Nicol

23

Documents

Identifiants chercheurs

florence-nicol
IdRef : 232931127
0000-0002-2746-3828

Présentation

Publications

stephane-puechmorel

	The geometry of the generalized gamma manifold and an application to medical imaging Sana Rebbah , Florence Nicol , Stéphane Puechmorel Mathematics , 2019, 7 (8), pp.art. no. 674. ⟨10.3390/math7080674⟩ Article dans une revue hal-02159244v1
	On the geodesic distance in shapes K-means clustering Stefano Antonio Gattone , Angela de Sanctis , Stéphane Puechmorel , Florence Nicol Entropy, 2018, Special Issue Selected Papers from 4th International Electronic Conference on Entropy and Its Applications, 20 (9), pp 647. ⟨10.3390/e20090647⟩ Article dans une revue hal-01852144v2
	Air Traffic Representation and Analysis Through Local Covariance Georges Mykoniatis , Florence Nicol , Stéphane Puechmorel International Journal On Advances in Intelligent Systems, 2018, 11 (3-4), pp.268-278 Article dans une revue hal-02879206v1
	Functional Decomposition for Bundled Simplification of Trail Sets Christophe Hurter , Stéphane Puechmorel , Florence Nicol , Alexandru C Telea IEEE Transactions on Visualization and Computer Graphics, 2017, PP (99), pp.1 - 1. ⟨10.1109/TVCG.2017.2744338⟩ Article dans une revue hal-01587221v1
	Minimum entropy unsupervised aircraft trajectories clustering: theory and implementation Florence Nicol , Stéphane Puechmorel International Journal On Advances in Software, 2016, 9 (3-4) Article dans une revue hal-01367593v1
	Entropy minimizing curves with application to flight path design and clustering * Stéphane Puechmorel , Florence Nicol Entropy, 2016, Special Issue Differential Geometrical Theory of Statistics, 18 (9), pp.337. ⟨10.3390/e18090337⟩ Article dans une revue hal-01349675v1

	For Alzheimer’s Disease Neuroimaging Initiative Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Marechal P , Florence Nicol OHBM 2019, Organization for Human Brain Mapping, Jun 2019, Rome, Italy Communication dans un congrès hal-02302151v1
	Clustering of generalized gamma distributions by using information geometry: An application to medical imaging Florence Nicol , Stéphane Puechmorel , Sana Rebbah The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), Dec 2019, London, United Kingdom Communication dans un congrès hal-02878974v1
	Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Pierre Maréchal , Florence Nicol OHBM 2019, 25th annual meeting of Organization for Human Brain Mapping, Jun 2019, Rome, Italy Communication dans un congrès hal-02156448v1
	Support Vector Machine-based classification of Alzheimer's Disease population using a combination of structural MRI biomarkers Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Florence Nicol , Pierre Maréchal ISMRM Workshop on Machine Learning Part II -2018, Oct 2018, Washington, United States Communication dans un congrès hal-01998187v1
	Classification non supervisée de courbes basée sur l'information au second ordre : détection de la dégradation de l'état de pistes d'atterrissage Stéphane Puechmorel , Florence Nicol , Cindie Andrieu , Baptiste Gregorutti 50ème Journées de Statistique, May 2018, Paris Saclay, France Communication dans un congrès hal-01799089v1
	Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCA Sana Rebbah , Isabelle Berry , Florence Nicol , Stéphane Puechmorel , Daniel Delahaye ARSEP 2018, Spain & FRENCH MS MEETING, Jun 2018, Paris, France Communication dans un congrès hal-01998174v1
	A New Representation of Air Traffic Data Adapted to Complexity Assessment Georges Mykoniatis , Florence Nicol , Stéphane Puechmorel ALLDATA 2018, The Fourth International Conference on Big Data, Small Data, Linked Data and Open Data, Apr 2018, Athenes, Greece. pp. 28-33/ISBN: 978-1-61208-631-6 Communication dans un congrès hal-01799373v1
	A combined MRI biomarker approach using a non-standard Multiple Factor Analysis Sana Rebbah , Daniel Delahaye , Stéphane Puechmorel , Florence Nicol , Pierre Maréchal CISP-BMEI 2018, 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, Oct 2018, Beijing, China. pp.art. no. 8633261., ⟨10.1109/CISP-BMEI.2018.8633261⟩ Communication dans un congrès hal-01998086v1
	Métriques naturelles sur les fibrés en géométrie de l’information Florence Nicol , Stéphane Puechmorel SFdS 49èmes Journées de Statistique Avignon, May 2017, Avignon, France Communication dans un congrès hal-01539633v1
	Curves Similarity Based on Higher Order Derivatives Florence Nicol , Stéphane Puechmorel ALLDATA 2017, The Third International Conference on Big Data, Small Data, Linked Data and Open Data, Apr 2017, Venice, Italy. pp.3-8/ISBN: 978-1-61208-552-4 Communication dans un congrès hal-01799109v1
	A Riemannian framework for curves with velocity information: Application to detection of bad runway conditions Florence Nicol , Stéphane Puechmorel The 10th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017), Dec 2017, Londres, United Kingdom Communication dans un congrès hal-01799410v1
	Espaces de courbes pour l'analyse de donnees aeronautiques Cindie Andrieu , Baptiste Gregorutti , Florence Nicol , Stéphane Puechmorel JDS 2016, 48e Journées de Statistiques de la Société française de statistiques, May 2016, Montpellier France Communication dans un congrès hal-01330957v1
	Information Geometry for Safety Data Processing Florence Nicol , Stéphane Puechmorel AEGATS ‘16, Advanced Aircraft Efficiency in a Global Air Transport System, AAF, Apr 2016, Paris, France Communication dans un congrès hal-01305791v1
	Unsupervised aircraft trajectories clustering: a minimum entropy approach Florence Nicol , Stéphane Puechmorel ALLDATA 2016, 2nd International Conference on Big Data, Small Data, Linked Data and Open Data, Feb 2016, Lisbonne, Portugal. pp.ISBN: 978-1-61208-457-2 Communication dans un congrès hal-01367590v1
	Entropy minimizing curves with application to automated flight path design Stéphane Puechmorel , Florence Nicol GSI 2015, Oct 2015, Paris, France Communication dans un congrès hal-01162820v1

	Von Mises-Like Probability Density Functions on Surfaces Stéphane Puechmorel , Florence Nicol International Conference on Geometric Science of Information GSI 2017: Geometric Science of Information, 10589, Springer, pp 701-708 2017, Lecture Notes in Computer Science, 978-3-319-68444-4 ⟨10.1007/978-3-319-68445-1_81⟩ Chapitre d'ouvrage hal-01628740v1

	Curve clustering based on second order information: application to bad runway condition detection Florence Nicol , Stéphane Puechmorel , Baptiste Gregorutti , Cindie Andrieu 2023 Pré-publication, Document de travail hal-01799419v2