Marie Cottrell

According to our database, Marie Cottrell authored at least 77 papers between 1993 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Multidimensional urban segregation: toward a neural network measure.

Madalina Olteanu, Aurélien Hazan, Marie Cottrell, Julien Randon-Furling

Neural Comput. Appl., 2020

Editorial.

Jean-Charles Lamirel, Marie Cottrell, Madalina Olteanu, Bruno Lévy

Neural Comput. Appl., 2020

2019

Detection of Abnormal Flights Using Fickle Instances in SOM Maps.

Marie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

Anomaly Detection for Bivariate Signals.

Marie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu

Proceedings of the Advances in Computational Intelligence, 2019

2017

Multidimensional urban segregation: An exploratory case study.

Marie Cottrell, Madalina Olteanu, Julien Randon-Furling, Aurélien Hazan

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

Hidden-Markov Models for Time Series of Continuous Proportions with Excess Zeros.

Julien Alerini, Marie Cottrell, Madalina Olteanu

Proceedings of the Advances in Computational Intelligence, 2017

2016

Theoretical and Applied Aspects of the Self-Organizing Maps.

Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

2015

Analysis of professional trajectories using disconnected self-organizing maps.

Etienne Côme, Marie Cottrell, Patrice Gaubert

Neurocomputing, 2015

How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: Application to text mining.

Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle, Stéphane Lamassé, Patrick Letrémy

Neurocomputing, 2015

Search for Meaning Through the Study of Co-occurrences in Texts.

Nicolas Bourgeois, Marie Cottrell, Stéphane Lamassé, Madalina Olteanu

Proceedings of the Advances in Computational Intelligence, 2015

Search Strategies for Binary Feature Selection for a Naive Bayes Classifier.

Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation.

Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi

Trans. Mach. Learn. Data Min., 2014

Anomaly Detection Based on Indicator Aggregation.

Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi

CoRR, 2014

Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring.

Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation.

Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2014

Anomaly detection based on indicators aggregation.

Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA.

Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille

Adv. Data Anal. Classif., 2013

2012

Neural Networks for Complex Data.

Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix

Künstliche Intell., 2012

On-Line Relational SOM for Dissimilarity Data.

Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Professional Trajectories of Workers Using Disconnected Self-Organizing Maps.

Etienne Côme, Marie Cottrell, Patrice Gaubert

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

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 Déruelle, Stéphane Lamassé, Patrick Letrémy

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Robust clustering of high-dimensional data.

Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance.

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2010

Trajectory Clustering for Vibration Detection in Aircraft Engines.

Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Aircraft Engine Health Monitoring Using Self-Organizing Maps.

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Self Organizing Star (SOS) for health monitoring.

Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

Fault Prediction in Aircraft Engines Using Self-Organizing Maps.

Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008

Fuzzy classification using information theoretic learning vector quantization.

Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Wieland Hermann, Marie Cottrell

Neurocomputing, 2008

2007

Forecasting the CATS benchmark with the Double Vector Quantization method.

Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen

Neurocomputing, 2007

Missing values : processing with the Kohonen algorithm

Marie Cottrell, Patrick Letrémy

CoRR, 2007

Traitement Des Donnees Manquantes Au Moyen De L'Algorithme De Kohonen

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy

CoRR, 2007

Consumer Profile Identification and Allocation.

Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk

Proceedings of the Computational and Ambient Intelligence, 2007

2006

Advances in Self-Organizing Maps.

Marie Cottrell, Michel Verleysen

Neural Networks, 2006

Batch and median neural gas.

Marie Cottrell, Barbara Hammer, Alexander Hasenfuss, Thomas Villmann

Neural Networks, 2006

Working times in atypical forms of employment: the special case of part-time work

Patrick Letrémy, Marie Cottrell

CoRR, 2006

Cartes auto-organisées pour l'analyse exploratoire de données et la visualisation

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy, Patrick Rousset

CoRR, 2006

Advances in Self Organising Maps

Marie Cottrell, Michel Verleysen

CoRR, 2006

Prototype Based Classification Using Information Theoretic Learning.

Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Tina Geweniger, Tom Fischer, Marie Cottrell

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

Time series forecasting: Obtaining long term trends with self-organizing maps.

Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen

Pattern Recognit. Lett., 2005

How to use the Kohonen algorithm to simultaneously analyze individuals and modalities in a survey.

Marie Cottrell, Patrick Letrémy

Neurocomputing, 2005

New Aspects in Neurocomputing.

Marie Cottrell, Barbara Hammer, Thomas Villmann

Neurocomputing, 2005

2004

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

Neural Networks, 2004

SOM-based algorithms for qualitative variables.

Marie Cottrell, Smaïl Ibbou, Patrick Letrémy

Neural Networks, 2004

On the use of self-organizing maps to accelerate vector quantization.

Eric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen

Neurocomputing, 2004

2003

Analyzing surveys using the Kohonen algorithm.

Marie Cottrell, Patrick Letrémy

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

Statistical tools to assess the reliability of self-organizing maps.

Eric de Bodt, Marie Cottrell, Michel Verleysen

Neural Networks, 2002

Bootstrap for neural model selection.

Riadh Kallel, Marie Cottrell, Vincent Vigneron

Neurocomputing, 2002

Advantages and drawbacks of the Batch Kohonen algorithm.

Jean-Claude Fort, Patrick Letrémy, Marie Cottrell

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Prediction of electric load using Kohonen maps - Application to the Polish electricity consumption.

Amaury Lendasse, Marie Cottrell, Vincent Wertz, Michel Verleysen

Proceedings of the American Control Conference, 2002

2001

Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM.

Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao

Rev. d'Intelligence Artif., 2001

A Statistical Tool to Assess the Reliability of Self-Organizing Maps.

Marie Cottrell, Eric de Bodt, Michel Verleysen

Proceedings of the Advances in Self-Organising Maps, 2001

Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions.

Sophie Ponthieux, Marie Cottrell

Proceedings of the Bio-inspired Applications of Connectionism, 2001

Some known facts about financial data.

Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

Are they really neighbors? A statistical analysis of the SOM algorithm output.

Eric de Bodt, Marie Cottrell, Michel Verleysen

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Bootstrapping Self-Organizing Maps to assess the statistical significance of local proximity.

Eric de Bodt, Marie Cottrell

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1999

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

Ana Isabel González, Manuel Graña, Marie Cottrell

Neural Comput. Appl., 1999

Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm.

Eric de Bodt, Marie Cottrell, Michel Verleysen

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Theoretical aspects of the SOM algorithm.

Marie Cottrell, Jean-Claude Fort, Gilles Pagès

Neurocomputing, 1998

Forecasting time-series by Kohonen classification.

Amaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, Philippe Grégoire

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1997

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.

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell

Neural Process. Lett., 1997

The Kohonen Algorithm: A Powerful Tool for Analyzing and Representing Multidimensional Quantitative and Qualitative Data.

Marie Cottrell, Patrick Rousset

Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Long Term Forecasting by Combining Kohonen Algorithm and Standard Prevision.

Marie Cottrell, Bernard Girard, Patrick Rousset

Proceedings of the Artificial Neural Networks, 1997

A Powerful Tool for Fitting and Forecasting Deterministic and Stochastic Processes: The Kohonen Classification.

Eric de Bodt, Philippe Grégoire, Marie Cottrell

Proceedings of the Artificial Neural Networks, 1997

New criterion of identification in the multilayered perceptron modelling.

Morgan Mangeas, Marie Cottrell, Jian-Feng Yao

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

Self organizing map for adaptive non-stationary clustering: some experimental results on color quantization of image sequences.

Ana Isabel González, Manuel Graña, Alicia D'Anjou, F. Xabier Albizuri, Marie Cottrell

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

Kohonen maps versus vector quantization for data analysis.

Eric de Bodt, Michel Verleysen, Marie Cottrell

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1996

Understanding the leasing decision with the help of a Kohonen map. An empirical study of the Belgian market.

Marie Cottrell, Eric de Bodt, Emmanuel-Frédéric Henrion

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A Kohonen map representation to avoid misleading interpretations.

Marie Cottrell, Eric de Bodt

Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

Analyzing shocks on the interest rate structure with Kohonen map.

Marie Cottrell, Eric de Bodt, Philippe Grégoire

Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, 1996

1995

Neural modeling for time series: A statistical stepwise method for weight elimination.

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas, Corinne Muller

IEEE Trans. Neural Networks, 1995

Comments about "Analysis of the convergence properties of topology preserving neural networks".

Marie Cottrell, Jean-Claude Fort, Gilles Pagès

IEEE Trans. Neural Networks, 1995

Competitive stochastic neural networks for Vector Quantization of images.

Manuel Graña, Alicia D'Anjou, Ana Isabel González, F. Xabier Albizuri, Marie Cottrell

Neurocomputing, 1995

Daily Electrical Power Curves: Classification and Forecasting Using a Kohonen Map.

Marie Cottrell, Bernard Girard, Yvonne Girard, Corinne Muller, Patrick Rousset

Proceedings of the From Natural to Artificial Neural Computation, 1995

Multiple correspondence analysis of a crosstabulations matrix using the Kohonen algorithm.

Smaïl Ibbou, Marie Cottrell

Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

1994

Two or three things that we know about the Kohonen algorithm.

Marie Cottrell, Jean-Claude Fort, Gilles Pagès

Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

1993

Analysing a Contingency Table with Kohonen Maps: A Factorial Correspondence Analysis.

Marie Cottrell, Patrick Letrémy, Elisabeth Roy

Proceedings of the New Trends in Neural Computation, 1993

Time series and neural: a statistical method for weight elimination.

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas

Proceedings of the 1st European Symposium on Artificial Neural Networks, 1993