Florence Nicol

Documents

Researcher identifiers

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

Presentation

Publications

	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⟩ Journal articles hal-02506305v1
	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⟩ Journal articles hal-02159244v1
	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 Journal articles hal-02879206v1
	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⟩ Journal articles hal-01852144v2
	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⟩ Journal articles hal-01587221v1
	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⟩ Journal articles hal-01349675v1
	Minimum entropy unsupervised aircraft trajectories clustering: theory and implementation Florence Nicol , Stéphane Puechmorel International Journal On Advances in Software, 2016, 9 (3-4) Journal articles hal-01367593v1
	Time course of number magnitude interference during grasping Michael Andres , David J Ostry , Florence Nicol , Tomas Paus Cortex, 2007, ⟨10.1016/j.cortex.2007.08.007⟩ Journal articles hal-01367697v1

	Regression on a Lie group with any connection Johan Aubray , Florence Nicol , Stéphane Puechmorel 55èmes Journées de Statistiques, Société Française de Statistique (Sfds); Université de Bordeaux, May 2024, Bordeaux (France), France Conference papers hal-04606135v1
	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 Conference papers 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 Conference papers 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 Conference papers 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 Conference papers 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 Conference papers hal-01998187v1
	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 Conference papers hal-01998174v1
	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⟩ Conference papers hal-01998086v1
	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 Conference papers hal-01799373v1
	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 Conference papers hal-01944595v1
	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 Conference papers hal-01799089v1
	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 Conference papers 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 Conference papers hal-01799410v1
	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 Conference papers hal-01799104v1
	Métriques naturelles sur les fibrés en géométrie de l’information Florence Nicol , Stéphane Puechmorel SFdS 49èmes Journées de Statistique Avignon, May 2017, Avignon, France Conference papers hal-01539633v1
	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 Conference papers hal-01305791v1
	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 Conference papers hal-01799488v1
	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 Conference papers hal-01367590v1
	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 Conference papers hal-01799483v1
	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 Conference papers 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⟩ Conference papers hal-01575800v1
	Entropy minimizing curves with application to automated flight path design Stéphane Puechmorel , Florence Nicol GSI 2015, Oct 2015, Paris, France Conference papers hal-01162820v1
	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 Conference papers hal-00867957v1
	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⟩ Conference papers 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⟩ Book sections hal-01628740v1

	Polynomial regression on Lie groups Johan Aubray , Florence Nicol 2024 Preprints, Working Papers, ... hal-04617347v2
	Curve clustering based on second order information: application to bad runway condition detection Florence Nicol , Stéphane Puechmorel , Baptiste Gregorutti , Cindie Andrieu 2023 Preprints, Working Papers, ... hal-01799419v2

	Functional Principal Component Analysis of Aircraft Trajectories Florence Nicol [Research Report] RR/ENAC/2013/02, ENAC. 2013 Reports hal-01349113v1

Florence Nicol

Presentation

Publications

Aircraft atypical approach detection using functional principal component analysis

The geometry of the generalized gamma manifold and an application to medical imaging

Air Traffic Representation and Analysis Through Local Covariance

On the geodesic distance in shapes K-means clustering

Functional Decomposition for Bundled Simplification of Trail Sets

Entropy minimizing curves with application to flight path design and clustering *

Minimum entropy unsupervised aircraft trajectories clustering: theory and implementation

Time course of number magnitude interference during grasping

Regression on a Lie group with any connection

Régression géodésique dans SE(3) : application à l'estimation de la position d'un mobile

For Alzheimer’s Disease Neuroimaging Initiative Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm

Clustering of generalized gamma distributions by using information geometry: An application to medical imaging

Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm

Support Vector Machine-based classification of Alzheimer's Disease population using a combination of structural MRI biomarkers

Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCA

A combined MRI biomarker approach using a non-standard Multiple Factor Analysis

A New Representation of Air Traffic Data Adapted to Complexity Assessment

Aircraft Atypical Approach Detection using Functional Principal Component Analysis

Classification non supervisée de courbes basée sur l'information au second ordre : détection de la dégradation de l'état de pistes d'atterrissage

Curves Similarity Based on Higher Order Derivatives

A Riemannian framework for curves with velocity information: Application to detection of bad runway conditions

Statistical Analysis of Aircraft Trajectories: a Functional Data Analysis Approach

Métriques naturelles sur les fibrés en géométrie de l’information

Information Geometry for Safety Data Processing

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

Unsupervised aircraft trajectories clustering: a minimum entropy approach

Recuit simulé adaptatif pour l'optimisation de trajectoire d'avion

Espaces de courbes pour l'analyse de donnees aeronautiques

Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization

Entropy minimizing curves with application to automated flight path design

Functional principal component analysis of aircraft trajectories

Effects of aircraft trajectories geometrical features upon air traffic controllers' conflict judgments

Von Mises-Like Probability Density Functions on Surfaces

Polynomial regression on Lie groups

Curve clustering based on second order information: application to bad runway condition detection

Functional Principal Component Analysis of Aircraft Trajectories