Marie Cottrell

Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix: Neural Networks for Complex Data. KI 26(4): 373-380 (2012)

Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix: Neural Networks for Complex Data. CoRR abs/1210.6511 (2012)

Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell: On-line relational SOM for dissimilarity data. CoRR abs/1212.6316 (2012)

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille: Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. WSOM 2011: 298-307

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille: Self Organizing Star (SOS) for health monitoring. ESANN 2010

Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille: Trajectory Clustering for Vibration Detection in Aircraft Engines. ICDM 2010: 362-375

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille: Aircraft Engine Health Monitoring Using Self-Organizing Maps. ICDM 2010: 405-417

Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen: Fault Prediction in Aircraft Engines Using Self-Organizing Maps. WSOM 2009: 37-44

Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen: Forecasting the CATS benchmark with the Double Vector Quantization method. Neurocomputing 70(13-15): 2400-2409 (2007)

Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk: Consumer Profile Identification and Allocation. IWANN 2007: 530-538

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy: Traitement Des Donnees Manquantes Au Moyen De L'Algorithme De Kohonen. CoRR abs/0704.1709 (2007)

Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen: Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps. CoRR abs/cs/0701052 (2007)

Eric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen: On the use of self-organizing maps to accelerate vector quantization. CoRR abs/math/0701142 (2007)

Eric de Bodt, Marie Cottrell, Michel Verleysen: Statistical tools to assess the reliability of self-organizing maps. CoRR abs/math/0701144 (2007)

Riadh Kallel, Marie Cottrell, Vincent Vigneron: Bootstrap for neural model selection. CoRR abs/math/0701145 (2007)

Marie Cottrell, Patrick Letrémy: Missing values : processing with the Kohonen algorithm. CoRR abs/math/0701152 (2007)

Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk: Consumer Profile Identification and Allocation. CoRR abs/math/0702866 (2007)

Marie Cottrell, Michel Verleysen: Advances in Self-Organizing Maps. Neural Networks 19(6-7): 721-722 (2006)

Marie Cottrell, Barbara Hammer, Alexander Hasenfuss, Thomas Villmann: Batch and median neural gas. Neural Networks 19(6-7): 762-771 (2006)

Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Tina Geweniger, Tom Fischer, Marie Cottrell: Prototype Based Classification Using Information Theoretic Learning. ICONIP (2) 2006: 40-49

Marie Cottrell, Michel Verleysen: Advances in Self Organising Maps. CoRR abs/cs/0611058 (2006)

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy, Patrick Rousset: Cartes auto-organisées pour l'analyse exploratoire de données et la visualisation. CoRR abs/math/0611422 (2006)

Patrick Letrémy, Marie Cottrell: Working times in atypical forms of employment: the special case of part-time work. CoRR abs/math/0611433 (2006)

Marie Cottrell, Barbara Hammer, Thomas Villmann: New Aspects in Neurocomputing. Neurocomputing 63: 1-3 (2005)

Marie Cottrell, Patrick Letrémy: How to use the Kohonen algorithm to simultaneously analyze individuals and modalities in a survey. Neurocomputing 63: 193-207 (2005)

Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen: Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognition Letters 26(12): 1795-1808 (2005)

Eric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen: On the use of self-organizing maps to accelerate vector quantization. Neurocomputing 56: 187-203 (2004)

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy: SOM-based algorithms for qualitative variables. Neural Networks 17(8-9): 1149-1167 (2004)

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 17(8-9): 1169-1181 (2004)

Marie Cottrell, Patrick Letrémy: Analyzing surveys using the Kohonen algorithm. ESANN 2003: 85-92

Riadh Kallel, Marie Cottrell, Vincent Vigneron: Bootstrap for neural model selection. Neurocomputing 48(1-4): 175-183 (2002)

Eric de Bodt, Marie Cottrell, Michel Verleysen: Statistical tools to assess the reliability of self-organizing maps. Neural Networks 15(8-9): 967-978 (2002)

Jean-Claude Fort, Patrick Letrémy, Marie Cottrell: Advantages and drawbacks of the Batch Kohonen algorithm. ESANN 2002: 223-230

Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell: Some known facts about financial data. ESANN 2001: 223-236

Sophie Ponthieux, Marie Cottrell: Neural Classification and ``Traditional'' Data Analysis: An Application to Households' Living Conditions. IWANN (2) 2001: 738-745

Riadh Kallel, Marie Cottrell, Vincent Vigneron: Bootstrap for neural model selection. ESANN 2000: 61-68

Eric de Bodt, Marie Cottrell: Bootstrapping Self-Organizing Maps to assess the statistical significance of local proximity. ESANN 2000: 245-254

Ana Isabel González, Manuel Graña, Marie Cottrell: Basic Competitive Neural Networks as Adaptive Mechanisms for Non-Stationary Colour Quantisation. Neural Computing and Applications 8(4): 347-367 (1999)

Eric de Bodt, Marie Cottrell, Michel Verleysen: Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm. ESANN 1999: 19-26

Marie Cottrell, Jean-Claude Fort, Gilles Pagès: Theoretical aspects of the SOM algorithm. Neurocomputing 21(1-3): 119-138 (1998)

Amaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, Philippe Grégoire: Forecasting time-series by Kohonen classification. ESANN 1998: 221-226

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell: A Sensitivity Analysis of the Self Organizing Maps as an Adaptive One-pass Non-stationary Clustering Algorithm: the Case of Color Quantization of Image Sequences. Neural Processing Letters 6(3): 77-89 (1997)

Eric de Bodt, Michel Verleysen, Marie Cottrell: Kohonen maps versus vector quantization for data analysis. ESANN 1997

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell: Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences. ESANN 1997

Morgan Mangeas, Marie Cottrell, Jian-Feng Yao: New criterion of identification in the multilayered perceptron modelling. ESANN 1997

Eric de Bodt, Philippe Grégoire, Marie Cottrell: A Powerful Tool for Fitting and Forecasting Deterministic and Stochastic Processes: The Kohonen Classification. ICANN 1997: 981-986

Marie Cottrell, Bernard Girard, Patrick Rousset: Long Term Forecasting by Combining Kohonen Algorithm and Standard Prevision. ICANN 1997: 993-998

Marie Cottrell, Patrick Rousset: The Kohonen Algorithm: A Powerful Tool for Analyzing and Representing Multidimensional Quantitative and Qualitative Data. IWANN 1997: 861-871

Marie Cottrell, Eric de Bodt: A Kohonen map representation to avoid misleading interpretations. ESANN 1996

Manuel Graña, Alicia D'Anjou, Ana Isabel González, F. Xabier Albizuri, Marie Cottrell: Competitive stochastic neural networks for Vector Quantization of images. Neurocomputing 7(2): 187-195 (1995)

Marie Cottrell, Jean-Claude Fort, Gilles Pagès: Comments about "Analysis of the convergence properties of topology preserving neural networks". IEEE Trans. Neural Netw. Learning Syst. 6(3): 797-799 (1995)

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas, Corinne Muller: Neural modeling for time series: A statistical stepwise method for weight elimination. IEEE Trans. Neural Netw. Learning Syst. 6(6): 1355-1364 (1995)

Smaïl Ibbou, Marie Cottrell: Multiple correspondence analysis of a crosstabulations matrix using the Kohonen algorithm. ESANN 1995

Marie Cottrell, Bernard Girard, Yvonne Girard, Corinne Muller, Patrick Rousset: Daily Electrical Power Curves: Classification and Forecasting Using a Kohonen Map. IWANN 1995: 1107-1113

Marie Cottrell, Jean-Claude Fort, Gilles Pagès: Two or three things that we know about the Kohonen algorithm. ESANN 1994

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas: Time series and neural: a statistical method for weight elimination. ESANN 1993

Marie Cottrell, Patrick Letrémy, Elisabeth Roy: Analysing a Contingency Table with Kohonen Maps: A Factorial Correspondence Analysis. IWANN 1993: 305-311