
Marie Cottrell
103
Documents
Publications
Publications
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Machine Learning and Data-Driven Approaches in Spatial Statistics: A Case Study of Housing Price EstimationWSOM 2022 Workshop on Self-Organizing Maps (WSOM+) - July 2022, Prague, Czechia, Jul 2022, PRAHA, Czech Republic. pp.31-40, ⟨10.1007/978-3-031-15444-7_4⟩
Communication dans un congrès
hal-03900972
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Machine Learning and Data-Driven Approaches in Spatial Statistics : a case study of housing price estimationWSOM 2022 Workshop on Self-Organizing Maps (WSOM+), Jul 2022, PRAGUE, Czech Republic
Communication dans un congrès
hal-04486077
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Quantitative Methods for Big Data14th Conference On Operation Research, Universidad de la Habana, Mar 2020, Havana, Cuba
Communication dans un congrès
hal-02928881
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Métodos Cuantitativos para Big DataTLAIO, Juan Antonio Marmolejo Martin, Universidad de Granada, Sep 2019, Melilla, España
Communication dans un congrès
hal-02936962
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Hidden-Markov models for time series of continuous proportions with excess zeros14th International Work-Conference on Artificial Neural Networks (IWANN 2017), Jun 2017, Cadix, Spain
Communication dans un congrès
hal-01519713
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Multidimensional urban segregation : an exploratory case study12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+) th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+), Jun 2017, Nancy, France
Communication dans un congrès
hal-01519723
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Theoretical and applied aspects of the self-organizing mapsWSOM 2016, Jan 2016, Houston, TX, United States. pp.3-26, ⟨10.1007/978-3-319-28518-4_1⟩
Communication dans un congrès
hal-01270701
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Search for Meaning Through the Study of Co-occurrences in TextsInternational Work-Conference on Artificial Neural Networks, Jun 2015, Palma de Mallorca, Spain
Communication dans un congrès
hal-01519217
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Search Strategies for Binary Feature Selection for a Naive Bayes ClassifierEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.291-296
Communication dans un congrès
hal-01162981
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A Methodology for the Diagnostic of Aircraft Engine Based on Indicators AggregationProceedings of the 14th Industrial Conference, ICDM 2014, Jul 2014, St. Petersburg, Russia. pp.144-158, ⟨10.1007/978-3-319-08976-8_11⟩
Communication dans un congrès
hal-01058431
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Anomaly Detection Based on Indicators AggregationInternational Joint Conference on Neural Networks (IJCNN 2014), Jul 2014, Beijing, China. pp.2548--2555, ⟨10.1109/IJCNN.2014.6889841⟩
Communication dans un congrès
hal-01064529
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Anomaly Detection Based on Aggregation of Indicators23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.64-71
Communication dans un congrès
hal-01017853
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On-line relational SOM for dissimilarity dataWSOM 2012, Dec 2012, Santiago, Chile. pp.13-22
Communication dans un congrès
hal-00768948
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Professional Trajectories of Workers Using Disconnected Self-Organizing Maps9th Workshop on Self-Organizing Maps (WSOM 2012), Dec 2012, Chile. 10p
Communication dans un congrès
hal-00952853
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Professional trajectories of workers using disconnected self-organizing maps10 international Conference on Operations Research, Mar 2012, Habana, Cuba
Communication dans un congrès
hal-00695529
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Bayesian inference for outlier detection in vibration spectra with small learning datasetSurveillance 6, Oct 2011, Compiègne, France. http://www.surveillance6.fr/
Communication dans un congrès
hal-00660793
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Aircraft engine health monitoring using Self-Organizing Maps10th Industrial Conference, ICDM 2010,, Jul 2010, Berlin, Germany. pp.405-417, ⟨10.1007/978-3-642-14400-4⟩
Communication dans un congrès
hal-00458298
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Linear smoothing of FRF for aicraft engine vibration monitoringInternational Conference on Noise and Vibration Engineering, Sep 2010, Leuven, Belgium. ID126, http://www.isma-isaac.be/publications/
Communication dans un congrès
hal-00523747
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Trajectoires d'emploi identifiées à l'aide de cartes auto-organisées classifiantes. Etude réalisée avec le Panel Study of Income Dynamics, 1993-2003Modèles et apprentissages en Sciences Humaines et Sociales, Jun 2010, Lille, France. pp.XX-XX
Communication dans un congrès
hal-00450708
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Trajectory Clustering for Vibration Detection in Aircraft EnginesIndustrial Conference on Data mining 2010, Jul 2010, Berlin, Germany. pp.362-375
Communication dans un congrès
hal-00488946
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Self Organizing Star (SOS) for health monitoringEuropean conference on artificial neural networks,, Apr 2010, Bruges, Belgium. pp.99-104
Communication dans un congrès
hal-00446594
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Random model of vibrations for Foreign Object Damage detection in a civil aircraft engineProc. of the International Workshop on Machine Learning for Aerospace, MLA'09, 2009, Marseille, France. pp.149-152
Communication dans un congrès
hal-01680073
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Random model of vibrations for Foreign Object Damage detection in a civil aircraft engineMachine Learning for Aerospace International Workshop, Jul 2009, Marseille, France. pp.149-152
Communication dans un congrès
hal-00446258
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Data Analysis using Self-Organizing MapsEuropean Symposium on Time Series Prediction ESTS'08, Sep 2008, Porvoo, Finland
Communication dans un congrès
hal-00324401
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L'algorithme de Kohonen et ses applications en statistiqueJournées de Statistiques de laa Faculté de Mathématiques d'Alger, 2008, Alger, Algeria
Communication dans un congrès
hal-00324400
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Applicacion de las redes de Kohonen a un estudio sobre condiciones de bienestar y salud de los trabajadoresXVI Simposio Internacional de Metodos Matematicas Aplicados a las Ciencias, Feb 2008, Costa Rica. pp.166-172
Communication dans un congrès
hal-00271811
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Reconstruction and Classification of trajectories in the market labor8th Conference on Operation Research, Feb 2008, La Habana, Cuba
Communication dans un congrès
hal-00324402
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Visualisation des données de grandes dimensions au moyen de l'algorithme de KohonenJournées ATHIS Ecole Normale Supérieure Lyon, 2007, Lyon, France
Communication dans un congrès
hal-00324412
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Dynamical Equilibrium, trajectories study in an economical system. The case of the labor market.WSOM 2007, 6th International Workshop on Self-Organizing Maps Conference Proceedings, Bielefeld, Sep 2007, Bielefeld, Germany. pp.TUP-2
Communication dans un congrès
hal-00141463
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Equilibre dynamique, étude de trajectoires dans un système économique. Le cas du marché du travail.MASHS 2007, May 2007, Brest, France. pp.Cottrell
Communication dans un congrès
hal-00139904
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Prototype Based Classification Using Information Theoretic Learning.13th International Conference Neural Information Processing (ICONIP 2006), Oct 2006, Hong Kong, China. pp.40-49, ⟨10.1007/11893257_5⟩
Communication dans un congrès
istex
hal-00402661
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Mathematical Aspects of the Kohonen algorithm7th International Conference on Operations Research, 2006, The Habana, Cuba
Communication dans un congrès
hal-00113911
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Missing values : processing with the Kohonen algorithmASMDA 2005, 2005, Brest, France. p 489-496
Communication dans un congrès
hal-00122788
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The "profilograph": a toolbox for the analysis and segmentation of gas load curvesSep 2005, pp.447-454
Communication dans un congrès
hal-00133835
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Double quantization forecasting method for filling missing data in the CATS Time Series2004 IEEE International Joint Conference on Neural Networks, Jul 2024, Budapest, Hungary. pp.1635-1640
Communication dans un congrès
hal-00141472
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TRAITEMENT DES DONNEES MANQUANTES AU MOYEN DE L'ALGORITHME DE KOHONEN2003, pp.201-217
Communication dans un congrès
hal-00141475
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Double SOM for long-term time series prediction2003, pp.35-40
Communication dans un congrès
hal-00139906
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Efficient estimators : the use of neural networks to construct pseudo panels2003, pp.331-339
Communication dans un congrès
hal-00122817
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Bootstrap for neural model selection8th European Symposium on Artificial Neural Networks (ESANN 2000), Apr 2000, Bruges, Belgium. pp.61-68
Communication dans un congrès
hal-00258886
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Modélisation d'un réseau de neurones biologiques. Le système nerveux olfactifJournée de la société française de biométrie, May 1994, France
Communication dans un congrès
hal-02778694
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Modelisation des connexions antenne-lobe antennaire du systeme nerveux olfactif de l'insecte6. Journees, May 1992, Oleron, France
Communication dans un congrès
hal-02779212
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Auto-organisation d'un reseau de neurones13. Journees de Statistiques, May 1991, Strasbourg, France
Communication dans un congrès
hal-02775073
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Role of lateral inhibition in a real neural network1. European Conference, Jan 1991, L'Alpe d'Huez, France
Communication dans un congrès
hal-02779162
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Elements pour une modelisation du systeme nerveux olfactif de l'insecteNSI 90, May 1990, Aussois, France
Communication dans un congrès
hal-02779160
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A statistical approach for modelling the insect olfactory system15. Conference, Jul 1990, Budapest, Hungary
Communication dans un congrès
hal-02774371
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Anomaly Detection for Bivariate SignalsRojas I., Joya G., Catala A. (eds). Advances in Computational Intelligence, part 1, IWANN 2019, vol 11506, Springer, Cham, pp.162-173, 2019, Lecture Notes in Computer Science,, ⟨10.1007/978-3-030-20521-8_14⟩
Chapitre d'ouvrage
hal-02874017
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Detection of Abnormal Flights Using Fickle Instances in SOM MapsVellido A.; Gibert K; Angulo C.; Martín Guerrero J. Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization. WSOM 2019., 976, Springer, Cham., pp.120-129, 2019, Advances in Intelligent Systems and Computing, 978-3-030-19641-7. ⟨10.1007/978-3-030-19642-4_12⟩
Chapitre d'ouvrage
hal-02909696
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Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health MonitoringT. Villmann, F.M. Schleif, M. Kaden, M. Lange. Advances in Self-Organizing Maps and Learning Vector Quantization Proceedings of th 10th International Workshop WSOM 2014, 295, Springer, pp.145-155, 2014, AISC,, ⟨10.1007/978-3-319-07695-9_14⟩
Chapitre d'ouvrage
hal-01169573
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Lexical Recount between Factor Analysis and Kohonen Map: Mathematical Vocabulary of Arithmetic in the Vernacular Language of the Late Middle AgesP.A. Estevez et al. Advances in Self-Organizing Maps, Proceedings of WSOM 2012, 198, Springer-Verlag Berlin Heidelberg, pp.255-264, 2012, AISC, ⟨10.1007/978-3-642-35230-0_26⟩
Chapitre d'ouvrage
istex
hal-00759587
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Professional Trajectories of Workers Using Disconnected Self-Organizing MapsP.A. Estevez et al. (Eds.). Advances in Self-Organizing Maps, 198, Springer-Verlag Berlin Heidelberg, pp.295-304, 2012, AISC, ⟨10.1007/978-3-642-35230-0_30c⟩
Chapitre d'ouvrage
hal-00757017
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Aircraft engine fleet monitoring using Self-Organizing Maps and Edit DistanceLaaksonen J., Honkela T. Eds. WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps, Springer, Berlin, pp.298-307, 2011, LNCS 7731
Chapitre d'ouvrage
hal-00566239
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Fault prediction in aircraft engines using Self-Organizing MapsJosé Principe, Risto Miikkulainen. Advances in Self-Organizing Maps, Springer, pp.37-44, 2009, Lecture Notes in Computer Sciences LNCS 5629, ⟨10.1007/978-3-642-02397-2⟩
Chapitre d'ouvrage
hal-00402660
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Consumer Profile Identification and AllocationFrancisco Sandoval, Alberto Prieto, Joan Cabestany, Manuel Grana. Computational and Ambient Intelligence - 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, Springer, pp.530-538, 2007, Lecture Notes in Computer Science - 4507, ⟨10.1007/978-3-540-73007-1⟩
Chapitre d'ouvrage
hal-00133833
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Cartes auto-organisatrices de KohonenYounès Bennani. Apprentissage connexionniste, Hermes Science, pp.141-184, 2006, Informatique et systèmes d'information
Chapitre d'ouvrage
hal-00113717
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Working times in atypical forms of employment: the special case of part-time workCédric Lesage et Marie Cottrell. Connectionist Approaches in Economics and Management Sciences, Kluwer, pp.111-129, 2003
Chapitre d'ouvrage
hal-00113848
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Role of lateral inhibition in a real neural networkDemongeot, J. and Capasso, V. Mathematics applied to Biology and Medicine,, Wuerz Publishing Ltd, 7pp, 1993
Chapitre d'ouvrage
hal-00690152
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Modelisation du systeme nerveux olfactif de l'insecte par une approche neuromimetique. Aspects experimentaux, cognitifs et theoriquesAppel d'offres Sciences de la Cognition, 1990
Chapitre d'ouvrage
hal-02847773
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Conférence invitée “Métodos estadísticos aplicados a la innovación y a la empresa”, TLAIO, Loja, Ecuador2016
Autre publication scientifique
hal-01523751
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Éditorial du numéro spécial RNTI - MASHS 2011/2012 : Modèles et Apprentissage en Sciences Humaines et Sociales2013
Autre publication scientifique
hal-00761082
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Use of an Hourglass Model in Neuronal Coding1999
Autre publication scientifique
halshs-03707112
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Analyzing and representing multidimensional quantitative and qualitative data: Demographic study of the Rhône valley. The domestic consumption of the Canadian families1999
Autre publication scientifique
halshs-03707207
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Probabilistic outlier detection in vibration spectra with small learning dataset2012
Pré-publication, Document de travail
hal-00681036
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Modélisation de réseaux de neurones par des chaînes de Markov et autres applicationsMathématiques [math]. Université Paris-Sud, 1988. Français. ⟨NNT : ⟩
Thèse
tel-04163026
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Proceedings of 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+) 201712th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, Jun 2017, Vandoeuvre les Nancy, France. 2017, ⟨10.1109/WSOM41149.2017⟩
Proceedings/Recueil des communications
hal-03196410
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Hidden-Markov Models for Time Series of Continuous Proportions with Excess ZerosSpringer, pp.198-209, 2017
Proceedings/Recueil des communications
halshs-04032988
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Neurosciences et Sciences de l'Ingénieur8. Journées Neurosciences et Sciences de l'Ingénieur, May 1996, Marly-le-Roi, France. n.p., 1996
Proceedings/Recueil des communications
hal-02840275
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Special Issue on WSOM+ 2017Neural Computing and Applications, 32, 2020, Neural Computing and Applications
N°spécial de revue/special issue
hal-03196372
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