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Using working patterns as a basis for differentiating part-time employment

Patrick Letrémy , Christèle Meilland , Marie Cottrell
European Journal of Economic and Social Systems, 2004, 17, pp.29-40
Journal articles hal-00113618v1
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Double SOM for long-term time series prediction

Geoffroy Simon , Amaury Lendasse , Marie Cottrell , Jean-Claude Fort , Michel Verleysen et al.
2003, pp.35-40
Conference papers hal-00139906v1

Applicacion de las redes de Kohonen a un estudio sobre condiciones de bienestar y salud de los trabajadores

Vivian Sistachs , Marie Cottrell , Patrick Letrémy
XVI Simposio Internacional de Metodos Matematicas Aplicados a las Ciencias, Feb 2008, Costa Rica. pp.166-172
Conference papers hal-00271811v1

Neurocomputing 2005 Special Issue, "New aspects in Neurocomputing: 11th European Symposium on Artificial Neural Networks 2003

Marie Cottrell
Elsevier, pp.1-551, 2005
Books hal-00315560v1
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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, 1993-2003

Etienne Côme , Marie Cottrell , Patrice Gaubert
Modèles et apprentissages en Sciences Humaines et Sociales, Jun 2010, Lille, France. pp.XX-XX
Conference papers hal-00450708v1

Prototype Based Classification Using Information Theoretic Learning.

Marie Cottrell , Barbara Hammer , Thomas Villmann , M. Schleif , T. Geweniger et al.
ICONIP, 2006, Germany. pp.40-49
Conference papers hal-00402661v1
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Dynamical Equilibrium, trajectories study in an economical system. The case of the labor market.

Patrick Letrémy , Marie Cottrell , Patrice Gaubert , Joseph Rynkiewicz
WSOM 2007, 6th International Workshop on Self-Organizing Maps Conference Proceedings, Bielefeld, Sep 2007, Bielefeld, Germany. pp.TUP-2
Conference papers hal-00141463v2

Conférence invitée “Métodos estadísticos aplicados a la innovación y a la empresa”

Marie Cottrell
Other publications hal-01523751v1
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Bayesian inference for outlier detection in vibration spectra with small learning dataset

Aurélien Hazan , Michel M. Verleysen , Marie Cottrell , Jérôme Lacaille
Surveillance 6, Oct 2011, Compiègne, France.
Conference papers hal-00660793v1

Special Issue on WSOM+ 2017

Jean-Charles Lamirel , Marie Cottrell , Madalina Olteanu , Bruno Lévy
Neural Computing and Applications, 32, 2020, Neural Computing and Applications
Special issue hal-03196372v1
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Missing values : processing with the Kohonen algorithm

Marie Cottrell , Patrick Letrémy
ASMDA 2005, 2005, Brest, France. p 489-496
Conference papers hal-00122788v1
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Working times in atypical forms of employment: the special case of part-time work

Patrick Letrémy , Marie Cottrell
Cédric Lesage et Marie Cottrell. Connectionist Approaches in Economics and Management Sciences, Kluwer, pp.111-129, 2003
Book sections hal-00113848v1
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Cartes auto-organisées pour l'analyse exploratoire de données et la visualisation

Marie Cottrell , Patrick Letrémy , Patrick Rousset , Smail Ibbou
Journal de la Société Française de Statistique, 2003, 144 n°4, pp.67-106
Journal articles hal-00113754v1
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Theoretical Aspects of the SOM Algorithm

Marie Cottrell , Jean-Claude Fort , Gilles Pagès
Neurocomputing, 1998, 21, pp.119-138
Journal articles hal-00141470v1
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How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: application to text mining

Nicolas Bourgeois , Marie Cottrell , Benjamin Deruelle , Stéphane Lamassé , Patrick Letrémy et al.
Neurocomputing, 2014, 147, pp.120-135. ⟨10.1016/j.neucom.2013.12.057⟩
Journal articles hal-01168120v1

Multidimensional urban segregation : an exploratory case study

Marie Cottrell , Aurélien Hazan , Madalina Olteanu , Julien Randon-Furling
12th 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
Conference papers hal-01519723v1

Neural Networks 2006 Special Issue "Advances in Self-Organizing Maps-WSOM 05

Marie Cottrell , Michel Verleysen
Elsevier, pp.721-976, 2006
Books hal-00113740v1
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Use of an Hourglass Model in Neuronal Coding

Marie Cottrell , Tatiana Turova
Journal of Applied Probability, 2000, VOL 37, n° 1, pp.168-186
Journal articles hal-00134149v1

Visualisation des données de grandes dimensions au moyen de l'algorithme de Kohonen

Marie Cottrell
Journées ATHIS Ecole Normale Supérieure Lyon, 2007, Lyon, France
Conference papers hal-00324412v1

Professional trajectories of workers using disconnected self-organizing maps

Etienne Côme , Marie Cottrell , Patrice Gaubert
10 international Conference on Operations Research, Mar 2012, Habana, Cuba
Conference papers hal-00695529v1
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The "profilograph": a toolbox for the analysis and segmentation of gas load curves

Patrick Letrémy , Eric Esposito , Valérie Laffite , Sally Showk , Marie Cottrell et al.
Sep 2005, pp.447-454
Conference papers hal-00133835v1
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Marie Cottrell , Smail Ibbou , Patrick Letrémy
2003, pp.201-217
Conference papers hal-00141475v1
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Probabilistic outlier detection in vibration spectra with small learning dataset

Aurélien Hazan , Michel Verleysen , Marie Cottrell , Jérôme Lacaille , Kurosh Madani et al.
Preprints, Working Papers, ... hal-00681036v2

L'algorithme de Kohonen et ses applications en statistique

Marie Cottrell , Patrick Letrémy
Journées de Statistiques de laa Faculté de Mathématiques d'Alger, 2008, Alger, Algeria
Conference papers hal-00324400v1

Sparse Weighted K-Means for Groups of Mixed-Type Variables

Marie Chavent , Madalina Olteanu , Marie Cottrell , Jérôme Lacaille , Alex Mourer et al.
Springer International Publishing, 533, 2022, Lecture Notes in Networks and Systems, ⟨10.1007/978-3-031-15444-7⟩
Books hal-03827823v1
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Aircraft engine fleet monitoring using Self-Organizing Maps and Edit Distance

Etienne Côme , Marie Cottrell , Michel Verleysen , Jérôme Lacaille
Laaksonen 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
Book sections hal-00566239v1
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Lexical Recount between Factor Analysis and Kohonen Map: Mathematical Vocabulary of Arithmetic in the Vernacular Language of the Late Middle Ages

Nicolas Bourgeois , Marie Cottrell , Benjamin Deruelle , Stéphane Lamassé , Patrick Letrémy et al.
P.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⟩
Book sections istex hal-00759587v1
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Hidden-Markov models for time series of continuous proportions with excess zeros

Julien Alerini , Marie Cottrell , Madalina Olteanu
14th International Work-Conference on Artificial Neural Networks (IWANN 2017), Jun 2017, Cadix, Spain
Conference papers hal-01519713v1
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Multidimensional urban segregation: toward a neural network measure

Madalina Olteanu , Aurélien Hazan , Marie Cottrell , Julien Randon-Furling
Neural Computing and Applications, 2019, 32 (24), pp.18179-18191. ⟨10.1007/s00521-019-04199-5⟩
Journal articles hal-02918596v1
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Linear smoothing of FRF for aicraft engine vibration monitoring

Aurélien Hazan , Michel Verleysen , Marie Cottrell , Jérôme Lacaille
International Conference on Noise and Vibration Engineering, Sep 2010, Leuven, Belgium. ID126,
Conference papers hal-00523747v1