CV Florence Nicol

Gabriel Jarry, Daniel Delahaye, Florence Nicol, Eric Féron. Aircraft atypical approach detection using functional principal component analysis. Journal of Air Transport Management, Elsevier, 2020, 84, pp.101787. ⟨10.1016/j.jairtraman.2020.101787⟩. ⟨hal-02506305⟩

Sana Rebbah, Florence Nicol, Stéphane Puechmorel. The geometry of the generalized gamma manifold and an application to medical imaging. Mathematics , MDPI, 2019, 7 (8), pp.art. no. 674. ⟨10.3390/math7080674⟩. ⟨hal-02159244⟩

Georges Mykoniatis, Florence Nicol, Stéphane Puechmorel. Air Traffic Representation and Analysis Through Local Covariance. International Journal On Advances in Intelligent Systems, IARIA, 2018, 11 (3-4), pp.268-278. ⟨hal-02879206⟩

Stefano Gattone, Angela de Sanctis, Stéphane Puechmorel, Florence Nicol. On the geodesic distance in shapes K-means clustering. Entropy, MDPI, 2018, Special Issue Selected Papers from 4th International Electronic Conference on Entropy and Its Applications, 20 (9), pp 647. ⟨10.3390/e20090647⟩. ⟨hal-01852144v2⟩

Christophe Hurter, Stéphane Puechmorel, Florence Nicol, Alexandru C Telea. Functional Decomposition for Bundled Simplification of Trail Sets. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2017, PP (99), pp.1 - 1. ⟨10.1109/TVCG.2017.2744338⟩. ⟨hal-01587221⟩

Florence Nicol, Stéphane Puechmorel. Minimum entropy unsupervised aircraft trajectories clustering: theory and implementation. International Journal On Advances in Software, IARIA, 2016, 9 (3-4). ⟨hal-01367593⟩

Stéphane Puechmorel, Florence Nicol. Entropy minimizing curves with application to flight path design and clustering *. Entropy, MDPI, 2016, Special Issue Differential Geometrical Theory of Statistics, 18 (9), pp.337. ⟨10.3390/e18090337⟩. ⟨hal-01349675⟩

Michael Andres, David J Ostry, Florence Nicol, Tomas Paus. Time course of number magnitude interference during grasping. Cortex, Elsevier, 2007, ⟨10.1016/j.cortex.2007.08.007⟩. ⟨hal-01367697⟩

Florence Nicol, Stéphane Puechmorel, Sana Rebbah. Clustering of generalized gamma distributions by using information geometry: An application to medical imaging. The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019), Dec 2019, London, United Kingdom. ⟨hal-02878974⟩

Sana Rebbah, Daniel Delahaye, Stéphane Puechmorel, Marechal P, Florence Nicol, et al.. For Alzheimer’s Disease Neuroimaging Initiative Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm. OHBM 2019, Organization for Human Brain Mapping, Jun 2019, Rome, Italy. ⟨hal-02302151⟩

Sana Rebbah, Daniel Delahaye, Stéphane Puechmorel, Pierre Maréchal, Florence Nicol, et al.. Classification of Multiple Sclerosis patients using a histogram-based K-Nearest Neighbors algorithm. OHBM 2019, 25th annual meeting of Organization for Human Brain Mapping, Jun 2019, Rome, Italy. ⟨hal-02156448⟩

Georges Mykoniatis, Florence Nicol, Stéphane Puechmorel. A New Representation of Air Traffic Data Adapted to Complexity Assessment. 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. ⟨hal-01799373⟩

Stéphane Puechmorel, Florence Nicol, Cindie Andrieu, Baptiste Gregorutti. Classification non supervisée de courbes basée sur l'information au second ordre : détection de la dégradation de l'état de pistes d'atterrissage. 50ème Journées de Statistique, May 2018, Paris Saclay, France. ⟨hal-01799089⟩

Gabriel Jarry, Daniel Delahaye, Florence Nicol, Eric Féron. Aircraft Atypical Approach Detection using Functional Principal Component Analysis. SID 2018, 8th SESAR Innovations Days, Dec 2018, Salzburg, Austria. ⟨hal-01944595⟩

Sana Rebbah, Daniel Delahaye, Stéphane Puechmorel, Florence Nicol, Pierre Maréchal, et al.. Support Vector Machine-based classification of Alzheimer's Disease population using a combination of structural MRI biomarkers. ISMRM Workshop on Machine Learning Part II -2018, Oct 2018, Washington, United States. ⟨hal-01998187⟩

Sana Rebbah, Isabelle Berry, Florence Nicol, Stéphane Puechmorel, Daniel Delahaye, et al.. Aggregation of MRI biomarkers in Multiple Sclerosis clinical trials using geometric PCA. ARSEP 2018, Spain & FRENCH MS MEETING, Jun 2018, Paris, France. ⟨hal-01998174⟩

Sana Rebbah, Daniel Delahaye, Stéphane Puechmorel, Florence Nicol, Pierre Maréchal, et al.. A combined MRI biomarker approach using a non-standard Multiple Factor Analysis. 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⟩. ⟨hal-01998086⟩

Florence Nicol. Statistical Analysis of Aircraft Trajectories: a Functional Data Analysis Approach. 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. ⟨hal-01799104⟩

Florence Nicol, Stéphane Puechmorel. A Riemannian framework for curves with velocity information: Application to detection of bad runway conditions. The 10th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017), Dec 2017, Londres, United Kingdom. ⟨hal-01799410⟩

Florence Nicol, Stéphane Puechmorel. Curves Similarity Based on Higher Order Derivatives. 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. ⟨hal-01799109⟩

Florence Nicol, Stéphane Puechmorel. Métriques naturelles sur les fibrés en géométrie de l’information. SFdS 49èmes Journées de Statistique Avignon, May 2017, Avignon, France. ⟨hal-01539633⟩

Florence Nicol, Stéphane Puechmorel. Unsupervised aircraft trajectories clustering: a minimum entropy approach. 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. ⟨hal-01367590⟩

Florence Nicol, Stéphane Puechmorel. Information Geometry for Safety Data Processing. AEGATS ‘16, Advanced Aircraft Efficiency in a Global Air Transport System, AAF, Apr 2016, Paris, France. ⟨hal-01305791⟩

Cindie Andrieu, Baptiste Gregorutti, Florence Nicol, Stéphane Puechmorel. Espaces de courbes pour l'analyse de donnees aeronautiques . JDS 2016, 48e Journées de Statistiques de la Société française de statistiques, May 2016, Montpellier France. ⟨hal-01330957⟩

Clément Bouttier, Sébastien Gadat, Sébastien Gerchinovitz, Florence Nicol. Recuit simulé adaptatif pour l'optimisation de trajectoire d'avion. ROADEF 2016, 17ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Compiègne, France. ⟨hal-01799483⟩

Clément Bouttier, Sébastien Gadat, Sébastien Gerchinovitz, Florence Nicol. Optimisation de croisière sous incertitude de contrôle aérien ROADEF, congrès annuel. ROADEF 2015, 16ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision,, Feb 2016, Marseille, France. ⟨hal-01799488⟩

Stéphane Puechmorel, Florence Nicol. Entropy minimizing curves with application to automated flight path design. GSI 2015, Oct 2015, paris, France. ⟨hal-01162820⟩

Clément Bouttier, Olivier Babando, Sébastien Gadat, Sébastien Gerchinovitz, Sebastien Laporte, et al.. Adaptive Simulated Annealing with Homogenization for Aircraft Trajectory Optimization. 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⟩. ⟨hal-01575800⟩

Florence Nicol. Functional principal component analysis of aircraft trajectories. ISIATM 2013, 2nd International Conference on Interdisciplinary Science for Innovative Air Traffic Management, Jul 2013, Toulouse, France. ⟨hal-00867957⟩

Philippe Averty, Pascal Lezaud, Florence Nicol. Effects of aircraft trajectories geometrical features upon air traffic controllers' conflict judgments. 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⟩. ⟨hal-00968690⟩

Stéphane Puechmorel, Florence Nicol. Von Mises-Like Probability Density Functions on Surfaces. 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⟩. ⟨hal-01628740⟩

Stéphane Puechmorel, Florence Nicol, Baptiste Gregorutti, Cindie Andrieu. Curve clustering based on second order information: application to bad runway condition detection. 2017. ⟨hal-01799419⟩

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