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Marie Cottrell

Observed names: COTTRELL, Marie, Cottrell, Marie, Dr. Marie Cottrell, M. Cottrell, M. Cottrell C, M. Patrick Cottrell, Marie Cottrell A, Marie Cottrell B
Observed institutions: Université Paris-Sud, Centre National de la Recherche Scientifique, Université Paris Cité, Laboratoire de Mathématiques d'Orsay, Centre d'Économie de la Sorbonne, Safran Aircraft Engines (France), Université Paris 1 Panthéon-Sorbonne
OpenAlex ID: A5110629530
Theoretical aspects of the SOM algorithm
1998 · M. Cottrell, J.C. Fort, et al. · Neurocomputing · 224
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Neural modeling for time series: A statistical stepwise method for weight elimination
1995 · M. Cottrell, B. Girard, et al. · IEEE Transactions on Neural Networks · 209
Large deviations and rare events in the study of stochastic algorithms
1983 · M. Cottrell, J.-C. Fort, et al. · IEEE Transactions on Automatic Control · 200
Batch and median neural gas
2006 · Marie Cottrell, Barbara Hammer, et al. · Neural Networks · 147
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Panel Study of Income Dynamics, 1993-2003
2010 · C Etienne, Marie Cottrell, et al. · 136
Statistical tools to assess the reliability of self-organizing maps
2002 · Eric de Bodt, Marie Cottrell, et al. · Neural Networks · 118
Advantages and drawbacks of the Batch Kohonen algorithm.
2002 · Jean‐Claude Fort, Patrick Letrémy, et al. · 96
A stochastic model of retinotopy: A self organizing process
1986 · M. Cottrell, J. C. Fort · Biological Cybernetics · 96
Etude d'un processus d'auto-organisation
1987 · Marie Cottrell, Jean‐Claude Fort · French digital mathematics library (Numdam) · 65
Two or three things that we know about the Kohonen algorithm.
1994 · Marie Cottrell, Jean‐Claude Fort, et al. · 64
Forecasting of curves using a Kohonen classification
1998 · Marie Cottrell, Bernard Girard, et al. · Journal of Forecasting · 60
The Kohonen algorithm: A powerful tool for analysing and representing multidimensional quantitative and qualitative data
1997 · Marie Cottrell, Patrick Rousset · Lecture notes in computer science · 59
Stability and attractivity in associative memory networks
1988 · M. Cottrell · Biological Cybernetics · 54
Time series forecasting: Obtaining long term trends with self-organizing maps
2005 · G. Simon, A. Lendasse, et al. · Pattern Recognition Letters · 50
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SOM-based algorithms for qualitative variables
2004 · Marie Cottrell, Smaïl Ibbou, et al. · Neural Networks · 46
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Fault Prediction in Aircraft Engines Using Self-Organizing Maps
2009 · Marie Cottrell, Patrice Gaubert, et al. · Lecture notes in computer science · 45
Self-organizing Maps, Theory and Applications
2018 · Cottrell, Marie, Olteanu, Madalina, et al. · 41
Theoretical and Applied Aspects of the Self-Organizing Maps
2016 · Marie Cottrell, Madalina Olteanu, et al. · Advances in intelligent systems and computing · 39
On the use of self-organizing maps to accelerate vector quantization
2003 · Eric de Bodt, Marie Cottrell, et al. · Neurocomputing · 38
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A Kohonen map representation to avoid misleading interpretations.
1996 · Marie Cottrell, Eric de Bodt · The European Symposium on Artificial Neural Networks · 37
Aircraft Engine Health Monitoring Using Self-Organizing Maps
2010 · Etienne Côme, Marie Cottrell, et al. · Lecture notes in computer science · 36
Prediction of electric load using Kohonen maps - Application to the Polish electricity consumption
2002 · A. Lendasse, M. Cottrell, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 31
Kohonen maps versus vector quantization for data analysis.
1997 · Eric de Bodt, Michel Verleysen, et al. · 30
Missing values : processing with the Kohonen algorithm
2007 · Cottrell, Marie, Letrémy, Patrick · arXiv (Cornell University) · 28
Analysing a contingency table with Kohonen maps: A factorial correspondence analysis
1993 · Marie Cottrell, Patrick Letremy, et al. · Lecture notes in computer science · 27
Works count: 238
Citation count: 2,815
H-index: 25
I10-index: 56
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