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Marie Cottrell

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Editorial of Special Issue on WSOM+ 2017

Jean-Charles Lamirel , Marie Cottrell , Madalina Olteanu , Bruno Lévy
Neural Computing and Applications, 2020, 32, pp.17973-17975. ⟨10.1007/s00521-020-05481-7⟩
Journal articles hal-03196390v1
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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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Self-Organizing Maps, theory and applications

Marie Cottrell , Madalina Olteanu , Fabrice Rossi , Nathalie N. Villa-Vialaneix
Revista de Investigacion Operacional, 2018, 39 (1), pp.1-22
Journal articles hal-01796059v1
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Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation

Tsirizo Rabenoro , Jérôme Lacaille , Marie Cottrell , Fabrice Rossi
Transactions on Machine Learning and Data Mining, 2014, 7 (2), pp.39-64
Journal articles hal-01133175v1
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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
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Analysis of Professional Trajectories using Disconnected Self-Organizing Maps

Etienne Côme , Marie Cottrell , Patrice Gaubert
Neurocomputing, 2014, 147, pp.185-196. ⟨10.1016/j.neucom.2013.12.058⟩
Journal articles hal-01169515v1
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Model-based Clustering of High-dimensional Data Streams with Online Mixture of Probabilistic PCA

Anastasios Bellas , Charles Bouveyron , Marie Cottrell , Jérôme Lacaille
Advances in Data Analysis and Classification, 2013, 7, pp.281-300
Journal articles hal-00759945v1
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Neural Networks for Complex Data

Marie Cottrell , Madalina Olteanu , Fabrice Rossi , Joseph Rynkiewicz , Nathalie Villa-Vialaneix et al.
KI - Künstliche Intelligenz, 2012, 26 (4), pp.373-380. ⟨10.1007/s13218-012-0207-2⟩
Journal articles hal-00744929v1
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Forecasting the CATS benchmark with the Double Vector Quantization method

Geoffroy Simon , John Lee , Marie Cottrell , Michel Verleysen
Neurocomputing, 2007, 70 (13-15), pp.2400-2409. ⟨10.1016/j.neucom.2005.12.137⟩
Journal articles hal-00134938v1
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Batch and median neural gas

Marie Cottrell , Barbara Hammer , Alexander Hasenfuss , Thomas Villmann
Neural Networks, 2006, 19, pp.762-771. ⟨10.1016/j.neunet.2006.05.018⟩
Journal articles hal-00107462v1
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Advances in Self Organising Maps

Marie Cottrell , Michel Verleysen
Neural Networks, 2006, 19 (6-7), pp.721-722. ⟨10.1016/j.neunet.2006.05.011⟩
Journal articles hal-00113735v1
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How to use the Kohonen algorithm to simultaneously analyse individuals in a survey

Marie Cottrell , Patrick Letrémy
Neurocomputing, 2005, 63, pp.193-207. ⟨10.1016/j.neucom.2004.04.011⟩
Journal articles hal-00107984v1
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Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps

Geoffroy Simon , Amaury Lendasse , Marie Cottrell , Jean-Claude Fort , Michel Verleysen et al.
Pattern Recognition Letters, 2005, 26 n° 12, pp.1795-1808. ⟨10.1016/j.patrec.2005.03.002⟩
Journal articles hal-00122749v1
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Some known facts about financial data

Eric de Bodt , Joseph Rynkiewicz , Marie Cottrell
European Journal of Economic and Social Systems, 2004, 17, pp.167-182
Journal articles hal-00108180v1
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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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On the use of self-organizing maps to accelerate vector quantization

Eric de Bodt , Marie Cottrell , Patrick Letrémy , Michel Verleysen
Neurocomputing, 2004, 56, pp.187-203. ⟨10.1016/j.neucom.2003.09.009⟩
Journal articles hal-00122759v1
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Double quantization of the regressor space for long-term time series prediction: Method and proof of stability

Geoffroy Simon , Amaury Lendasse , Marie Cottrell , Jean-Claude Fort , Michel Verleysen et al.
Neural Networks, 2004, 17, pp.1169-1181. ⟨10.1016/j.NEUNET.2004.08.008⟩
Journal articles hal-00115624v1
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SOM-based algorithms for qualitative variables

Marie Cottrell , Smail Ibbou , Patrick Letrémy
Neural Networks, 2004, 17, pp.1149-1167. ⟨10.1016/j.neunet.2004.07.010⟩
Journal articles hal-00107960v1
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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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Statistical tools to assess the reliability of self-organizing maps

Eric de Bodt , Marie Cottrell , Michel Verleysen
Neural Networks, 2002, 15, n° 8-9, pp.967-978
Journal articles hal-00122768v1
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Bootstrap for neural model selection

Riadh Kallel , Marie Cottrell , Vincent Vigneron
Neurocomputing, 2002, 48, pp.175-183. ⟨10.1016/S0925-2312(01)00650-6⟩
Journal articles hal-00122769v1
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Living conditions: classification of households using the Kohonen algorithm

Sophie Ponthieux , Marie Cottrell
European Journal of Economic and Social Systems, 2001, 15 n°2, pp.69-84
Journal articles hal-00133837v1
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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
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CLASSIFICATION OF RECURRING UNEMPLOYED WORKERS AND UNEMPLOYMENT EXITS

Marie Cottrell , Patrice Gaubert
European Journal of Economic and Social Systems, 2000, Vol 14, n°1, pp.59-68
Journal articles hal-00134148v1
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A DYNAMIC ANALYSIS OF SEGMENTED LABOR MARKET

Patrice Gaubert , Marie Cottrell
Fuzzy Economic Review, 1999, Vol IV, n° 2, pp.63-82
Journal articles hal-00134147v1
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NEURAL NETWORK AND SEGMENTED LABOUR MARKET

Patrice Gaubert , Marie Cottrell
European Journal of Economic and Social Systems, 1999, Vol 14, n° 1, pp.19-40
Journal articles hal-00134146v1

Basic Competitive Neural Networks as Adaptative Mechanisms for Non-Stationary Colour Quantisation

Marie Cottrell , Ana Isabel Gonzalez , Manuel Grana
Neural Computing and Applications, 1999, 8, pp.347-367
Journal articles hal-00134150v1
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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

Quantitative Methods for Big Data

Marie Cottrell
14th Conference On Operation Research, Universidad de la Habana, Mar 2020, Havana, Cuba
Conference papers hal-02928881v1

Métodos Cuantitativos para Big Data

Marie Cottrell
TLAIO, Juan Antonio Marmolejo Martin, Universidad de Granada, Sep 2019, Melilla, España
Conference papers hal-02936962v1
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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

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
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Theoretical and applied aspects of the self-organizing maps

Marie Cottrell , Madalina Olteanu , Fabrice Rossi , Nathalie Vialaneix
WSOM 2016, Jan 2016, Houston, TX, United States. pp.3-26, ⟨10.1007/978-3-319-28518-4_1⟩
Conference papers hal-01270701v1
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Search Strategies for Binary Feature Selection for a Naive Bayes Classifier

Tsirizo Rabenoro , Jérôme Lacaille , Marie Cottrell , Fabrice Rossi
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.291-296
Conference papers hal-01162981v1
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Search for Meaning Through the Study of Co-occurrences in Texts

Nicolas Bourgeois , Marie Cottrell , Stéphane Lamasse , Madalina Olteanu
International Work-Conference on Artificial Neural Networks, Jun 2015, Palma de Mallorca, Spain
Conference papers hal-01519217v1
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Anomaly Detection Based on Aggregation of Indicators

Tsirizo Rabenoro , Jérôme Lacaille , Marie Cottrell , Fabrice Rossi
23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.64-71
Conference papers hal-01017853v2
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Anomaly Detection Based on Indicators Aggregation

Tsirizo Rabenoro , Jérôme Lacaille , Marie Cottrell , Fabrice Rossi
International Joint Conference on Neural Networks (IJCNN 2014), Jul 2014, Beijing, China. pp.2548--2555, ⟨10.1109/IJCNN.2014.6889841⟩
Conference papers hal-01064529v1
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A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation

Tsirizo Rabenoro , Jérôme Lacaille , Marie Cottrell , Fabrice Rossi
Proceedings of the 14th Industrial Conference, ICDM 2014, Jul 2014, St. Petersburg, Russia. pp.144-158, ⟨10.1007/978-3-319-08976-8_11⟩
Conference papers hal-01058431v1
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On-line relational SOM for dissimilarity data

Madalina Olteanu , Nathalie Villa-Vialaneix , Marie Cottrell
WSOM 2012, Dec 2012, Santiago, Chile. pp.13-22
Conference papers hal-00768948v1

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

Professional Trajectories of Workers Using Disconnected Self-Organizing Maps

Etienne Come , Marie Cottrell , Patrice Gaubert
9th Workshop on Self-Organizing Maps (WSOM 2012), Dec 2012, Chile. 10p
Conference papers hal-00952853v1
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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. http://www.surveillance6.fr/
Conference papers hal-00660793v1
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Trajectory Clustering for Vibration Detection in Aircraft Engines

Aurélien Hazan , Michel Verleysen , Marie Cottrell , Jérôme Lacaille
Industrial Conference on Data mining 2010, Jul 2010, Berlin, Germany. pp.362-375
Conference papers hal-00488946v1
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Self Organizing Star (SOS) for health monitoring

Etienne Côme , Marie Cottrell , Michel Verleysen , Jérôme Lacaille
European conference on artificial neural networks,, Apr 2010, Bruges, Belgium. pp.99-104
Conference papers hal-00446594v1
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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
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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, http://www.isma-isaac.be/publications/
Conference papers hal-00523747v1
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Aircraft engine health monitoring using Self-Organizing Maps

Etienne Côme , Marie Cottrell , Michel Verleysen , Jérôme Lacaille
10th Industrial Conference, ICDM 2010,, Jul 2010, Berlin, Germany. pp.405-417, ⟨10.1007/978-3-642-14400-4⟩
Conference papers hal-00458298v1
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Random model of vibrations for Foreign Object Damage detection in a civil aircraft engine

Aurélien Hazan , Michel Verleysen , Marie Cottrell , Jérôme Lacaille
Machine Learning for Aerospace International Workshop, Jul 2009, Marseille, France. pp.149-152
Conference papers hal-00446258v1

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

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

Reconstruction and Classification of trajectories in the market labor 

Marie Cottrell , Patrice Gaubert , Patrick Letrémy , Joseph Rynkiewicz
8th Conference on Operation Research, Feb 2008, La Habana, Cuba
Conference papers hal-00324402v1

Data Analysis using Self-Organizing Maps

Marie Cottrell , Patrick Letrémy
European Symposium on Time Series Prediction ESTS'08, Sep 2008, Porvoo, Finland
Conference papers hal-00324401v1
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Equilibre dynamique, étude de trajectoires dans un système économique. Le cas du marché du travail.

Marie Cottrell , Patrice Gaubert , Joseph Rynkiewicz , Patrick Letrémy
MASHS 2007, May 2007, Brest, France. pp.Cottrell
Conference papers hal-00139904v1
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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

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

Mathematical Aspects of the Kohonen algorithm

Marie Cottrell
7th International Conference on Operations Research, 2006, The Habana, Cuba
Conference papers hal-00113911v1

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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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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Missing values : processing with the Kohonen algorithm

Marie Cottrell , Patrick Letrémy
ASMDA 2005, 2005, Brest, France. p 489-496
Conference papers hal-00122788v1

Double quantization forecasting method for filling missing data in the CATS Time Series

Marie Cottrell , John Lee , Geoffroy Simon , Michel Verleysen
2004, pp.1635-1640
Conference papers hal-00141472v1
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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
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TRAITEMENT DES DONNEES MANQUANTES AU MOYEN DE L'ALGORITHME DE KOHONEN

Marie Cottrell , Smail Ibbou , Patrick Letrémy
2003, pp.201-217
Conference papers hal-00141475v1
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Efficient estimators : the use of neural networks to construct pseudo panels

Marie Cottrell , Patrice Gaubert
2003, pp.331-339
Conference papers hal-00122817v1

Bootstrap for neural model selection

Ryadh Kallel , Marie Cottrell , Vincent Vigneron
VIIIth European Symposium on Artificial Neural Networks (ESANN 2000), Apr 2000, Bruges, Belgium. pp.61-68
Conference papers hal-00258886v1
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Detection of Abnormal Flights Using Fickle Instances in SOM Maps

Marie Cottrell , Cynthia Faure , Jérôme Lacaille , Madalina Olteanu
Vellido 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⟩
Book sections hal-02909696v1
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Anomaly Detection for Bivariate Signals

Marie Cottrell , Cynthia Faure , Jérôme Lacaille , Madalina Olteanu
Rojas 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⟩
Book sections hal-02874017v1
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Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring

Anastasios Bellas , Charles Bouveyron , Marie Cottrell , Jérôme Lacaille
T. 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⟩
Book sections hal-01169573v1
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Professional Trajectories of Workers Using Disconnected Self-Organizing Maps

Etienne Côme , Marie Cottrell , Patrice Gaubert
P.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⟩
Book sections hal-00757017v1
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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 hal-00759587v1
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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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Fault prediction in aircraft engines using Self-Organizing Maps

Marie Cottrell , Patrice Gaubert , Cédric Eloy , Damien François , Geoffroy Hallaux et al.
José 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⟩
Book sections hal-00402660v1
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Consumer Profile Identification and Allocation

Patrick Letrémy , Marie Cottrell , Eric Esposito , Valérie Laffite , Sally Showk et al.
Francisco 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⟩
Book sections hal-00133833v2

Cartes auto-organisatrices de Kohonen

Marie Cottrell , Smail Ibbou , Patrick Letrémy , Patrick Rousset
Younès Bennani. Apprentissage connexionniste, Hermes Science, pp.141-184, 2006, Informatique et systèmes d'information
Book sections hal-00113717v1
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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

Role of lateral inhibition in a real neural network

Marie Cottrell , Jean Vaillant
Demongeot, J. and Capasso, V. Mathematics applied to Biology and Medicine,, Wuerz Publishing Ltd, 7pp, 1993
Book sections hal-00690152v1