| Neural modeling for time series: a statistical stepwise method for weight elimination M Cottrell, B Girard, Y Girard, M Mangeas, C Muller IEEE transactions on neural networks 6 (6), 1355-1364, 1995 | 346 | 1995 |
| Theoretical aspects of the SOM algorithm M Cottrell, JC Fort, G Pagès Neurocomputing 21 (1-3), 119-138, 1998 | 323 | 1998 |
| Large deviations and rare events in the study of stochastic algorithms M Cottrell, JC Fort, G Malgouyres IEEE Transactions on Automatic Control 28 (9), 907-920, 1983 | 287 | 1983 |
| Batch and median neural gas M Cottrell, B Hammer, A Hasenfuß, T Villmann Neural Networks 19 (6-7), 762-771, 2006 | 208 | 2006 |
| Etude d'un processus d'auto-organisation M Cottrell, JC Fort Annales de l'IHP Probabilités et statistiques 23 (1), 1-20, 1987 | 150 | 1987 |
| A stochastic model of retinotopy: A self organizing process M Cottrell, JC Fort Biological Cybernetics 53 (6), 405-411, 1986 | 147 | 1986 |
| Statistical tools to assess the reliability of self-organizing maps E De Bodt, M Cottrell, M Verleysen Neural Networks 15 (8-9), 967-978, 2002 | 143 | 2002 |
| Advantages and drawbacks of the Batch Kohonen algorithm. JC Fort, P Letremy, M Cottrell ESANN 2, 223-230, 2002 | 131 | 2002 |
| Two or three things we know about the Kohonen algorithm M Cottrell European Symposium on Artifical Neural Networks, 1994 | 116 | 1994 |
| Stability and attractivity in associative memory networks M Cottrell Biological Cybernetics 58 (2), 129-139, 1988 | 97 | 1988 |
| The Kohonen algorithm: a powerful tool for analysing and representing multidimensional quantitative and qualitative data M Cottrell, P Rousset International Work-Conference on Artificial Neural Networks, 861-871, 1997 | 93 | 1997 |
| Forecasting of curves using a Kohonen classification M Cottrell, B Girard, P Rousset Journal of Forecasting 17 (5‐6), 429-439, 1998 | 81 | 1998 |
| Self-organizing maps, theory and applications M Cottrell, M Olteanu, F Rossi, NN Villa-Vialaneix Revista de Investigacion Operacional 39 (1), 1-22, 2018 | 78 | 2018 |
| SOM-based algorithms for qualitative variables M Cottrell, S Ibbou, P Letrémy Neural Networks 17 (8-9), 1149-1167, 2004 | 74 | 2004 |
| A Kohonen map representation to avoid misleading interpretations. M Cottrell, E de Bodt ESANN 96, 103-110, 1996 | 69 | 1996 |
| Fault prediction in aircraft engines using self-organizing maps M Cottrell, P Gaubert, C Eloy, D François, G Hallaux, J Lacaille, ... International workshop on self-organizing maps, 37-44, 2009 | 65 | 2009 |
| Time series forecasting: Obtaining long term trends with self-organizing maps G Simon, A Lendasse, M Cottrell, JC Fort, M Verleysen Pattern Recognition Letters 26 (12), 1795-1808, 2005 | 65 | 2005 |
| Theoretical and applied aspects of the self-organizing maps M Cottrell, M Olteanu, F Rossi, N Villa-Vialaneix Advances in Self-Organizing Maps and Learning Vector Quantization …, 2016 | 59 | 2016 |
| Missing values: processing with the Kohonen algorithm M Cottrell, P Letrémy arXiv preprint math/0701152, 2007 | 57 | 2007 |
| Multiple correspondence analysis of a crosstabulation matrix using the Kohonen algorithm S Ibbou Proceedings of ESANN'95, 1995 | 56 | 1995 |
Thomas VillmannProfessor for Mathematics and Computational Intelligence, University of Applied Sciences MittweidaVerified email at hs-mittweida.de
