Nombre de documents

74

Publications de Marie Cottrell


Article dans une revue25 documents

  • Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi. Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation. Transactions on Machine Learning and Data Mining, IBAI Publishing, 2014, 7 (2), pp.39-64. 〈http://www.ibai-publishing.org/journal/issue_mldm/2014_October/mldm_7_2_39_64.php〉. 〈hal-01133175〉
  • Etienne Côme, Marie Cottrell, Patrice Gaubert. Analysis of Professional Trajectories using Disconnected Self-Organizing Maps. Neurocomputing, Elsevier, 2014, 147, pp.185-196. 〈10.1016/j.neucom.2013.12.058〉. 〈hal-01169515〉
  • Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle, Stéphane Lamassé, Patrick Letrémy. How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: application to text mining. Neurocomputing, Elsevier, 2014, 147, pp.120-135. 〈10.1016/j.neucom.2013.12.057〉. 〈hal-01168120〉
  • Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille. Model-based Clustering of High-dimensional Data Streams with Online Mixture of Probabilistic PCA. Advances in Data Analysis and Classification, Springer Verlag, 2013, 7, pp.281-300. 〈hal-00759945〉
  • Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix. Neural Networks for Complex Data. KI - Künstliche Intelligenz, 2012, 26 (4), pp.373-380. 〈10.1007/s13218-012-0207-2〉. 〈hal-00744929〉
  • Geoffroy Simon, John Lee, Marie Cottrell, Michel Verleysen. Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing / EEG Neurocomputing, Elsevier, 2007, 70 (13-15), pp.2400-2409. 〈10.1016/j.neucom.2005.12.137〉. 〈hal-00134938〉
  • Marie Cottrell, Michel Verleysen. Advances in Self Organising Maps. Neural Networks, Elsevier, 2006, 19 (6-7), pp.721-722. 〈10.1016/j.neunet.2006.05.011〉. 〈hal-00113735〉
  • Marie Cottrell, Barbara Hammer, Alexander Hasenfuss, Thomas Villmann. Batch and median neural gas. Neural Networks, Elsevier, 2006, 19, pp.762-771. 〈10.1016/j.neunet.2006.05.018〉. 〈hal-00107462〉
  • Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen. Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps. Pattern Recognition Letter, 2005, 26 n° 12, pp.1795-1808. 〈10.1016/j.patrec.2005.03.002〉. 〈hal-00122749〉
  • Marie Cottrell, Patrick Letrémy. How to use the Kohonen algorithm to simultaneously analyse individuals in a survey. Neurocomputing, Elsevier, 2005, 63, pp.193-207. 〈10.1016/j.neucom.2004.04.011〉. 〈hal-00107984〉
  • Patrick Letrémy, Christèle Meilland, Marie Cottrell. Using working patterns as a basis for differentiating part-time employment. European Journal of Economic and Social Systems, Lavoisier, 2004, 17, pp.29-40. 〈hal-00113618〉
  • Eric De Bodt, Joseph Rynkiewicz, Marie Cottrell. Some known facts about financial data. European Journal of Economic and Social Systems, Lavoisier, 2004, 17, pp.167-182. 〈hal-00108180〉
  • Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen. Double quantization of the regressor space for long-term time series prediction: Method and proof of stability. Neural Networks, Elsevier, 2004, 17, pp.1169-1181. 〈10.1016/j.NEUNET.2004.08.008〉. 〈hal-00115624〉
  • Marie Cottrell, Smail Ibbou, Patrick Letrémy. SOM-based algorithms for qualitative variables. Neural Networks, Elsevier, 2004, 17, pp.1149-1167. 〈10.1016/j.neunet.2004.07.010〉. 〈hal-00107960〉
  • Eric De Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen. On the use of self-organizing maps to accelerate vector quantization. Neurocomputing, Elsevier, 2004, 56, pp.187-203. 〈10.1016/j.neucom.2003.09.009〉. 〈hal-00122759〉
  • Marie Cottrell, Patrick Letrémy, Patrick Rousset, Smail Ibbou. Cartes auto-organisées pour l'analyse exploratoire de données et la visualisation. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2003, 144 n°4, pp.67-106. 〈hal-00113754〉
  • Eric De Bodt, Marie Cottrell, Michel Verleysen. Statistical tools to assess the reliability of self-organizing maps. Neural Networks, Elsevier, 2002, 15, n° 8-9, pp.967-978. 〈hal-00122768〉
  • Riadh Kallel, Marie Cottrell, Vincent Vigneron. Bootstrap for neural model selection. Neurocomputing, Elsevier, 2002, 48, pp.175-183. 〈10.1016/S0925-2312(01)00650-6〉. 〈hal-00122769〉
  • Sophie Ponthieux, Marie Cottrell. Living conditions: classification of households using the Kohonen algorithm. European Journal of Economic and Social Systems, Lavoisier, 2001, 15 n°2, pp.69-84. 〈hal-00133837〉
  • Marie Cottrell, Tatiana Turova. Use of an Hourglass Model in Neuronal Coding. Journal of Applied Probabilities, 2000, VOL 37, n° 1, pp.168-186. 〈hal-00134149〉
  • Marie Cottrell, Patrice Gaubert. CLASSIFICATION OF RECURRING UNEMPLOYED WORKERS AND UNEMPLOYMENT EXITS. European Journal of Economic and Social Systems, Lavoisier, 2000, Vol 14, n°1, pp.59-68. 〈hal-00134148〉
  • Patrice Gaubert, Marie Cottrell. A DYNAMIC ANALYSIS OF SEGMENTED LABOR MARKET. Fuzzy Economic Review, 1999, Vol IV, n° 2, pp.63-82. 〈hal-00134147〉
  • Patrice Gaubert, Marie Cottrell. NEURAL NETWORK AND SEGMENTED LABOUR MARKET. European Journal of Economic and Social Systems, Lavoisier, 1999, Vol 14, n° 1, pp.19-40. 〈hal-00134146〉
  • Marie Cottrell, Ana Isabel Gonzalez, Manuel Grana. Basic Competitive Neural Networks as Adaptative Mechanisms for Non-Stationary Colour Quantisation. Neural Computing and Applications, Springer Verlag, 1999, 8, pp.347-367. 〈hal-00134150〉
  • Marie Cottrell, Jean-Claude Fort, Gilles Pagès. Theoretical Aspects of the SOM Algorithm. Neurocomputing, Elsevier, 1998, 21, pp.119-138. 〈hal-00141470〉

Communication dans un congrès34 documents

  • Julien Alerini, Marie Cottrell, Madalina Olteanu. Hidden-Markov models for time series of continuous proportions with excess zeros. 14th International Work-Conference on Artificial Neural Networks (IWANN 2017), Jun 2017, Cadix, Spain. 〈http://iwann.uma.es/〉. 〈hal-01519713〉
  • Marie Cottrell, Aurélien Hazan, Madalina Olteanu, Julien Randon-Furling. Multidimensional urban segregation : an exploratory case study. 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. IEEE eXplore, Proceedings of WSOM+ 2017. 〈hal-01519723〉
  • Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix. Theoretical and applied aspects of the self-organizing maps. Mer\ényi, E., Mendenhall, M.J. and O'Driscoll P. WSOM 2016, Jan 2016, Houston, TX, United States. Springer International Publishing Switzerland, 428, pp.3-26, 2016, Advances in Self-Organizing Maps and Learning Vector Quantization. 〈10.1007/978-3-319-28518-4_1〉. 〈hal-01270701〉
  • Nicolas Bourgeois, Marie Cottrell, Stéphane Lamasse, Madalina Olteanu. Search for Meaning Through the Study of Co-occurrences in Texts. International Work-Conference on Artificial Neural Networks, Jun 2015, Palma de Mallorca, Spain. 〈hal-01519217〉
  • Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi. Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.291-296, 2015, Proceedings of the 23-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015). 〈hal-01162981〉
  • Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi. A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation. Proceedings of the 14th Industrial Conference, ICDM 2014, Jul 2014, St. Petersburg, Russia. Springer International Publishing, 8557, pp.144-158, 2014, Lecture Notes in Computer Science. 〈10.1007/978-3-319-08976-8_11〉. 〈hal-01058431〉
  • Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi. Anomaly Detection Based on Indicators Aggregation. International Joint Conference on Neural Networks (IJCNN 2014), Jul 2014, Beijing, China. pp.2548--2555, 2014, 〈10.1109/IJCNN.2014.6889841〉. 〈hal-01064529〉
  • Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi. Anomaly Detection Based on Aggregation of Indicators. 23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.64-71. 〈hal-01017853v2〉
  • Etienne Come, Marie Cottrell, Patrice Gaubert. Professional Trajectories of Workers Using Disconnected Self-Organizing Maps. 9th Workshop on Self-Organizing Maps (WSOM 2012), Dec 2012, Chile. 10p, 2012. 〈hal-00952853〉
  • Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell. On-line relational SOM for dissimilarity data. Estévez, Pablo A.; Príncipe, José C.; Zegers, Pablo. WSOM 2012, Dec 2012, Santiago, Chile. Spinger, 198, pp.13-22, 2013, Advances in Intelligent Systems and Computing. 〈hal-00768948〉
  • Etienne Côme, Marie Cottrell, Patrice Gaubert. Professional trajectories of workers using disconnected self-organizing maps. 10 international Conference on Operations Research, Mar 2012, Habana, Cuba. 〈hal-00695529〉
  • Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille. Bayesian inference for outlier detection in vibration spectra with small learning dataset. Surveillance 6, Oct 2011, Compiègne, France. http://www.surveillance6.fr/, 2011. 〈hal-00660793〉
  • Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille. Linear smoothing of FRF for aicraft engine vibration monitoring. P.Sas, B. Bergen. International Conference on Noise and Vibration Engineering, Sep 2010, Leuven, Belgium. ID126, http://www.isma-isaac.be/publications/, 2010. 〈hal-00523747〉
  • Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille. Trajectory Clustering for Vibration Detection in Aircraft Engines. Petra Perner. Industrial Conference on Data mining 2010, Jul 2010, Berlin, Germany. Springer, pp.362-375, 2010, LNAI 6171. 〈hal-00488946〉
  • Etienne Côme, Marie Cottrell, Patrice Gaubert. Trajectoires d'emploi identifiées à l'aide de cartes auto-organisées classifiantes. Etude réalisée avec le Panel Study of Income Dynamics, 1993-2003. Eric Severin Ed. Modèles et apprentissages en Sciences Humaines et Sociales, Jun 2010, Lille, France. pp.XX-XX, 2010. 〈hal-00450708〉
  • Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille. Aircraft engine health monitoring using Self-Organizing Maps. Petra Perner Ed. 10th Industrial Conference, ICDM 2010,, Jul 2010, Berlin, Germany. Springer, 6171, pp.405-417, 2010, LNAI. 〈10.1007/978-3-642-14400-4〉. 〈hal-00458298〉
  • Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille. Self Organizing Star (SOS) for health monitoring. Michel Verleysen Ed. European conference on artificial neural networks,, Apr 2010, Bruges, Belgium. D Facto, Bruxels, pp.99-104, 2010. 〈hal-00446594〉
  • Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille. Random model of vibrations for Foreign Object Damage detection in a civil aircraft engine. GCOE, Pascal 2. Machine Learning for Aerospace International Workshop, Jul 2009, Marseille, France. pp.149-152, 2009. 〈hal-00446258〉
  • Vivian Sistachs, Marie Cottrell, Patrick Letrémy. Applicacion de las redes de Kohonen a un estudio sobre condiciones de bienestar y salud de los trabajadores. XVI Simposio Internacional de Metodos Matematicas Aplicados a las Ciencias, Feb 2008, Costa Rica. pp.166-172, 2008. 〈hal-00271811〉
  • Marie Cottrell, Patrick Letrémy. Data Analysis using Self-Organizing Maps. European Symposium on Time Series Prediction ESTS'08, Sep 2008, Porvoo, Finland. 〈hal-00324401〉
  • Marie Cottrell, Patrick Letrémy. L'algorithme de Kohonen et ses applications en statistique. Journées de Statistiques de laa Faculté de Mathématiques d'Alger, 2008, Alger, Algeria. 〈hal-00324400〉
  • Marie Cottrell, Patrice Gaubert, Patrick Letrémy, Joseph Rynkiewicz. Reconstruction and Classification of trajectories in the market labor . 8th Conference on Operation Research, Feb 2008, La Habana, Cuba. 〈hal-00324402〉
  • Marie Cottrell, Patrice Gaubert, Joseph Rynkiewicz, Patrick Letrémy. Equilibre dynamique, étude de trajectoires dans un système économique. Le cas du marché du travail.. Denis Phan. MASHS 2007, May 2007, Brest, France. ENST-UBO, pp.Cottrell, 2007. 〈hal-00139904〉
  • Marie Cottrell. Visualisation des données de grandes dimensions au moyen de l'algorithme de Kohonen. Journées ATHIS Ecole Normale Supérieure Lyon, 2007, Lyon, France. 〈hal-00324412〉
  • Patrick Letrémy, Marie Cottrell, Patrice Gaubert, Joseph Rynkiewicz. Dynamical Equilibrium, trajectories study in an economical system. The case of the labor market.. Helge Ritter. WSOM 2007, 6th International Workshop on Self-Organizing Maps Conference Proceedings, Bielefeld, Sep 2007, Bielefeld, Germany. Bielefeld University, pp.TUP-2, 2007. 〈hal-00141463v2〉
  • Marie Cottrell. Mathematical Aspects of the Kohonen algorithm. Sira Allende and Jurgen Guddat. 7th International Conference on Operations Research, 2006, The Habana, Cuba. 2006. 〈hal-00113911〉
  • Marie Cottrell, Barbara Hammer, Thomas Villmann, M. Schleif, T. Geweniger, et al.. Prototype Based Classification Using Information Theoretic Learning.. ICONIP, 2006, Germany. Springer, pp.40-49, 2006, LNCS 4233. 〈hal-00402661〉
  • Marie Cottrell, Patrick Letrémy. Missing values : processing with the Kohonen algorithm. ASMDA 2005, 2005, Brest, France. UBO, p 489-496, 2005. 〈hal-00122788〉
  • Patrick Letrémy, Eric Esposito, Valérie Laffite, Sally Showk, Marie Cottrell. The "profilograph": a toolbox for the analysis and segmentation of gas load curves. Marie Cottrell. Sep 2005, Université Paris 1, pp.447-454, 2005. 〈hal-00133835〉
  • Marie Cottrell, John Lee, Geoffroy Simon, Michel Verleysen. Double quantization forecasting method for filling missing data in the CATS Time Series. 2004, IJCNN, pp.1635-1640, 2004. 〈hal-00141472〉
  • Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen. Double SOM for long-term time series prediction. Takeshi Yamakawa. 2003, Kitakiushu University, pp.35-40, 2003. 〈hal-00139906〉
  • Marie Cottrell, Patrice Gaubert. Efficient estimators : the use of neural networks to construct pseudo panels. Prof. Yamakawa Takeshi. 2003, Kyushu Institute of Technology, pp.331-339, 2003. 〈hal-00122817〉
  • Marie Cottrell, Smail Ibbou, Patrick Letrémy. TRAITEMENT DES DONNEES MANQUANTES AU MOYEN DE L'ALGORITHME DE KOHONEN. Jacques Marie Aurifeille. 2003, Université de Nantes, pp.201-217, 2003. 〈hal-00141475〉
  • Ryadh Kallel, Marie Cottrell, Vincent Vigneron. Bootstrap for neural model selection. VIIIth European Symposium on Artificial Neural Networks (ESANN 2000), Apr 2000, Bruges, Belgium. pp.61-68, 2000. 〈hal-00258886〉

Chapitre d'ouvrage9 documents

  • Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jerome Lacaille. Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring. 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〉. 〈hal-01169573〉
  • Etienne Côme, Marie Cottrell, Patrice Gaubert. Professional Trajectories of Workers Using Disconnected Self-Organizing Maps. 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_30 c〉. 〈hal-00757017〉
  • Nicolas Bourgeois, Marie Cottrell, Benjamin Deruelle, Stéphane Lamassé, Patrick Letrémy. Lexical Recount between Factor Analysis and Kohonen Map: Mathematical Vocabulary of Arithmetic in the Vernacular Language of the Late Middle Ages. 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〉. 〈hal-00759587〉
  • Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille. Aircraft engine fleet monitoring using Self-Organizing Maps and Edit Distance. 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. 〈hal-00566239〉
  • Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, et al.. Fault prediction in aircraft engines using Self-Organizing Maps. 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〉. 〈hal-00402660〉
  • Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk. Consumer Profile Identification and Allocation. 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〉. 〈hal-00133833v2〉
  • Marie Cottrell, Smail Ibbou, Patrick Letrémy, Patrick Rousset. Cartes auto-organisatrices de Kohonen. Younès Bennani. Apprentissage connexionniste, Hermes Science, pp.141-184, 2006, Informatique et systèmes d'information. 〈hal-00113717〉
  • Patrick Letrémy, Marie Cottrell. Working times in atypical forms of employment: the special case of part-time work. Cédric Lesage et Marie Cottrell. Connectionist Approaches in Economics and Management Sciences, Kluwer, pp.111-129, 2003. 〈hal-00113848〉
  • Marie Cottrell, Jean Vaillant. Role of lateral inhibition in a real neural network. Demongeot, J. and Capasso, V. Mathematics applied to Biology and Medicine,, Wuerz Publishing Ltd, 7pp, 1993. 〈hal-00690152〉

Ouvrage (y compris édition critique et traduction)1 document

  • Cédric Lesage, Marie Cottrell. Connectionist approaches in economics and management sciences. Kluwer, pp.269, 2003, Advances in Computational Management Science, Vol. 6. 〈halshs-00076708〉

Direction d'ouvrage, Proceedings, Dossier2 documents

  • Marie Cottrell, Michel Verleysen. Neural Networks 2006 Special Issue "Advances in Self-Organizing Maps-WSOM 05". Elsevier, pp.721-976, 2006. 〈hal-00113740〉
  • Marie Cottrell. Neurocomputing 2005 Special Issue, "New aspects in Neurocomputing: 11th European Symposium on Artificial Neural Networks 2003". Elsevier, pp.1-551, 2005. 〈hal-00315560〉

Autre publication2 documents

  • Marie Cottrell. Conférence invitée “Métodos estadísticos aplicados a la innovación y a la empresa”. Taller TLAIO 2016, UTPL, Loja, Ecuador, 9-11 novembre 2016,. 2016. 〈hal-01523751〉
  • Marie Cottrell, Madalina Olteanu, Juliette Rouchier, Nathalie Villa-Vialaneix. Éditorial du numéro spécial RNTI - MASHS 2011/2012 : Modèles et Apprentissage en Sciences Humaines et Sociales. Editorial de l'ouvrage ISBN:9782705684631. 2013. 〈hal-00761082〉

Pré-publication, Document de travail1 document

  • Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille, Kurosh Madani. Probabilistic outlier detection in vibration spectra with small learning dataset. 2012. 〈hal-00681036v2〉