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Florence Nicol

34
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Aircraft atypical approach detection using functional principal component analysis

Gabriel Jarry , Daniel Delahaye , Florence Nicol , Eric Féron
Journal of Air Transport Management, 2020, 84, pp.101787. ⟨10.1016/j.jairtraman.2020.101787⟩
Article dans une revue hal-02506305v1
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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
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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
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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
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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
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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
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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

Time course of number magnitude interference during grasping

Michael Andres , David J Ostry , Florence Nicol , Tomas Paus
Article dans une revue hal-01367697v1
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Régression géodésique dans SE(3) : application à l'estimation de la position d'un mobile

Johan Aubray , Florence Nicol , Stéphane Puechmorel
54es Journées de Statistique, Société Française de Statistique (Sfds), Jul 2023, Bruxelles (Belgique), Belgique
Communication dans un congrès hal-04351972v1

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
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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
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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
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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
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Aircraft Atypical Approach Detection using Functional Principal Component Analysis

Gabriel Jarry , Daniel Delahaye , Florence Nicol , Eric Féron
SID 2018, 8th SESAR Innovations Days, Dec 2018, Salzburg, Austria
Communication dans un congrès hal-01944595v1
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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
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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
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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
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Statistical Analysis of Aircraft Trajectories: a Functional Data Analysis Approach

Florence Nicol
Alldata 2017, The Third International Conference on Big Data, Small Data, Linked Data and Open Data, Apr 2017, Venice, Italy. pp.51-56/ISBN: 978-1-61208-457-2
Communication dans un congrès hal-01799104v1

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
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Optimisation de croisière sous incertitude de contrôle aérien ROADEF, congrès annuel

Clément Bouttier , Sébastien Gadat , Sébastien Gerchinovitz , Florence Nicol
ROADEF 2015, 16ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Marseille, France
Communication dans un congrès hal-01799488v1
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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
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Recuit simulé adaptatif pour l'optimisation de trajectoire d'avion

Clément Bouttier , Sébastien Gadat , Sébastien Gerchinovitz , Florence Nicol
ROADEF 2016, 17ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Compiègne, France
Communication dans un congrès hal-01799483v1
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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
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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

Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization

Clément Bouttier , Olivier Babando , Sébastien Gadat , Sébastien Gerchinovitz , Sebastien Laporte
International Conference of the German, Austrian and Swiss Operations Research Societies (GOR, ÖGOR, SVOR/ASRO, Sep 2015, Vienne, Austria. pp 569-574, ⟨10.1007/978-3-319-42902-1_77⟩
Communication dans un congrès hal-01575800v1
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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
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Functional principal component analysis of aircraft trajectories

Florence Nicol
ISIATM 2013, 2nd International Conference on Interdisciplinary Science for Innovative Air Traffic Management, Jul 2013, Toulouse, France
Communication dans un congrès hal-00867957v1
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Effects of aircraft trajectories geometrical features upon air traffic controllers' conflict judgments

Philippe Averty , Pascal Lezaud , Florence Nicol
DASC 2009, IEEE/AIAA 28th Digital Avionics Systems Conference, Oct 2009, Orlando, United States. pp 5.B.4-1 - 5.B.4-12, ⟨10.1109/DASC.2009.5347470⟩
Communication dans un congrès hal-00968690v1

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