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2020 – today
- 2023
[e4]Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe:
Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023. SCITEPRESS 2023, ISBN 978-989-758-674-3 [contents]- 2022
- [e3]Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk:
Proceedings of the 14th International Joint Conference on Computational Intelligence, IJCCI 2022, Valletta, Malta, October 24-26, 2022. SCITEPRESS 2022, ISBN 978-989-758-611-8 [contents] - 2021
- [e2]Thomas Bäck, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Juan Julián Merelo, Kevin Warwick:
Proceedings of the 13th International Joint Conference on Computational Intelligence, IJCCI 2021, Online Streaming, October 25-27, 2021. SCITEPRESS 2021, ISBN 978-989-758-534-0 [contents] - 2020
- [j26]Jean-Charles Lamirel, Marie Cottrell, Madalina Olteanu, Bruno Lévy:
Editorial. Neural Comput. Appl. 32(24): 17973-17975 (2020) - [j25]Madalina Olteanu, Aurélien Hazan, Marie Cottrell, Julien Randon-Furling
:
Multidimensional urban segregation: toward a neural network measure. Neural Comput. Appl. 32(24): 18179-18191 (2020)
2010 – 2019
- 2019
- [c46]Marie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu:
Anomaly Detection for Bivariate Signals. IWANN (1) 2019: 162-173 - [c45]Marie Cottrell, Cynthia Faure, Jérôme Lacaille, Madalina Olteanu:
Detection of Abnormal Flights Using Fickle Instances in SOM Maps. WSOM+ 2019: 120-129 - 2017
- [c44]Julien Alerini, Marie Cottrell, Madalina Olteanu:
Hidden-Markov Models for Time Series of Continuous Proportions with Excess Zeros. IWANN (2) 2017: 198-209 - [c43]Marie Cottrell, Madalina Olteanu, Julien Randon-Furling, Aurélien Hazan:
Multidimensional urban segregation: An exploratory case study. WSOM 2017: 177-183 - [e1]Jean-Charles Lamirel, Marie Cottrell, Madalina Olteanu:
12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization, WSOM 2017, Nancy, France, June 28-30, 2017. IEEE 2017, ISBN 978-1-5090-6638-4 [contents] - 2016
- [c42]Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Nathalie Villa-Vialaneix:
Theoretical and Applied Aspects of the Self-Organizing Maps. WSOM 2016: 3-26 - 2015
- [j24]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 147: 120-135 (2015) - [j23]Etienne Côme, Marie Cottrell, Patrice Gaubert:
Analysis of professional trajectories using disconnected self-organizing maps. Neurocomputing 147: 185-196 (2015) - [c41]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. ESANN 2015 - [c40]Nicolas Bourgeois, Marie Cottrell, Stéphane Lamassé, Madalina Olteanu:
Search for Meaning Through the Study of Co-occurrences in Texts. IWANN (2) 2015: 578-591 - [i18]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation. CoRR abs/1503.05526 (2015) - [i17]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier. CoRR abs/1506.04177 (2015) - [i16]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. CoRR abs/1506.07732 (2015) - 2014
- [j22]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation. Trans. Mach. Learn. Data Min. 7(2): 41-62 (2014) - [c39]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Anomaly detection based on indicators aggregation. IJCNN 2014: 2548-2555 - [c38]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation. ICDM 2014: 144-158 - [c37]Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille:
Anomaly Detection Based on Confidence Intervals Using SOM with an Application to Health Monitoring. WSOM 2014: 145-155 - [i15]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Anomaly Detection Based on Indicator Aggregation. CoRR abs/1407.0880 (2014) - [i14]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
A Methodology for the Diagnostic of Aircraft Engine Based on Indicators Aggregation. CoRR abs/1408.6214 (2014) - [i13]Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Anomaly Detection Based on Indicators Aggregation. CoRR abs/1409.4747 (2014) - 2013
- [j21]Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille:
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA. Adv. Data Anal. Classif. 7(3): 281-300 (2013) - 2012
- [j20]Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix:
Neural Networks for Complex Data. Künstliche Intell. 26(4): 373-380 (2012) - [c36]Anastasios Bellas, Charles Bouveyron, Marie Cottrell, Jérôme Lacaille:
Robust clustering of high-dimensional data. ESANN 2012 - [c35]Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell:
On-Line Relational SOM for Dissimilarity Data. WSOM 2012: 13-22 - [c34]Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle, 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. WSOM 2012: 255-264 - [c33]Etienne Côme, Marie Cottrell, Patrice Gaubert:
Professional Trajectories of Workers Using Disconnected Self-Organizing Maps. WSOM 2012: 295-304 - [i12]Marie Cottrell, Madalina Olteanu, Fabrice Rossi, Joseph Rynkiewicz, Nathalie Villa-Vialaneix:
Neural Networks for Complex Data. CoRR abs/1210.6511 (2012) - [i11]Madalina Olteanu, Nathalie Villa-Vialaneix, Marie Cottrell:
On-line relational SOM for dissimilarity data. CoRR abs/1212.6316 (2012) - 2011
- [c32]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. WSOM 2011: 298-307 - 2010
- [c31]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Self Organizing Star (SOS) for health monitoring. ESANN 2010 - [c30]Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille:
Trajectory Clustering for Vibration Detection in Aircraft Engines. ICDM 2010: 362-375 - [c29]Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille:
Aircraft Engine Health Monitoring Using Self-Organizing Maps. ICDM 2010: 405-417
2000 – 2009
- 2009
- [c28]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 - 2008
- [j19]Thomas Villmann, Barbara Hammer, Frank-Michael Schleif, Wieland Hermann, Marie Cottrell:
Fuzzy classification using information theoretic learning vector quantization. Neurocomputing 71(16-18): 3070-3076 (2008) - 2007
- [j18]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) - [c27]Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk:
Consumer Profile Identification and Allocation. IWANN 2007: 530-538 - [i10]Marie Cottrell, Smaïl Ibbou, Patrick Letrémy:
Traitement Des Donnees Manquantes Au Moyen De L'Algorithme De Kohonen. CoRR abs/0704.1709 (2007) - [i9]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) - [i8]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) - [i7]Eric de Bodt, Marie Cottrell, Michel Verleysen:
Statistical tools to assess the reliability of self-organizing maps. CoRR abs/math/0701144 (2007) - [i6]Riadh Kallel, Marie Cottrell, Vincent Vigneron:
Bootstrap for neural model selection. CoRR abs/math/0701145 (2007) - [i5]Marie Cottrell, Patrick Letrémy:
Missing values : processing with the Kohonen algorithm. CoRR abs/math/0701152 (2007) - [i4]Patrick Letrémy, Marie Cottrell, Eric Esposito, Valérie Laffite, Sally Showk:
Consumer Profile Identification and Allocation. CoRR abs/math/0702866 (2007) - 2006
- [j17]Marie Cottrell, Michel Verleysen:
Advances in Self-Organizing Maps. Neural Networks 19(6-7): 721-722 (2006) - [j16]Marie Cottrell, Barbara Hammer, Alexander Hasenfuss, Thomas Villmann:
Batch and median neural gas. Neural Networks 19(6-7): 762-771 (2006) - [c26]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 - [i3]Marie Cottrell, Michel Verleysen:
Advances in Self Organising Maps. CoRR abs/cs/0611058 (2006) - [i2]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) - [i1]Patrick Letrémy, Marie Cottrell:
Working times in atypical forms of employment: the special case of part-time work. CoRR abs/math/0611433 (2006) - 2005
- [j15]Marie Cottrell, Barbara Hammer, Thomas Villmann:
New Aspects in Neurocomputing. Neurocomputing 63: 1-3 (2005) - [j14]Marie Cottrell, Patrick Letrémy:
How to use the Kohonen algorithm to simultaneously analyze individuals and modalities in a survey. Neurocomputing 63: 193-207 (2005) - [j13]Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen:
Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognit. Lett. 26(12): 1795-1808 (2005) - 2004
- [j12]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) - [j11]Marie Cottrell, Smaïl Ibbou, Patrick Letrémy:
SOM-based algorithms for qualitative variables. Neural Networks 17(8-9): 1149-1167 (2004) - [j10]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) - 2003
- [c25]Marie Cottrell, Patrick Letrémy:
Analyzing surveys using the Kohonen algorithm. ESANN 2003: 85-92 - 2002
- [j9]Riadh Kallel, Marie Cottrell, Vincent Vigneron:
Bootstrap for neural model selection. Neurocomputing 48(1-4): 175-183 (2002) - [j8]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) - [c24]Amaury Lendasse, Marie Cottrell, Vincent Wertz, Michel Verleysen:
Prediction of electric load using Kohonen maps - Application to the Polish electricity consumption. ACC 2002: 3684-3689 - [c23]Jean-Claude Fort, Patrick Letrémy, Marie Cottrell:
Advantages and drawbacks of the Batch Kohonen algorithm. ESANN 2002: 223-230 - 2001
- [j7]Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao:
Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM. Rev. d'Intelligence Artif. 15(3-4): 317-332 (2001) - [c22]Eric de Bodt, Marie Cottrell, Michel Verleysen:
Are they really neighbors? A statistical analysis of the SOM algorithm output. AISTATS 2001: 87-92 - [c21]Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell:
Some known facts about financial data. ESANN 2001: 223-236 - [c20]Sophie Ponthieux, Marie Cottrell:
Neural Classification and "Traditional" Data Analysis: An Application to Households' Living Conditions. IWANN (2) 2001: 738-745 - [c19]Marie Cottrell, Eric de Bodt, Michel Verleysen:
A Statistical Tool to Assess the Reliability of Self-Organizing Maps. WSOM 2001: 7-14 - 2000
- [c18]Riadh Kallel, Marie Cottrell, Vincent Vigneron:
Bootstrap for neural model selection. ESANN 2000: 61-68 - [c17]Eric de Bodt, Marie Cottrell:
Bootstrapping Self-Organizing Maps to assess the statistical significance of local proximity. ESANN 2000: 245-254
1990 – 1999
- 1999
- [j6]Ana Isabel González, Manuel Graña, Marie Cottrell:
Basic Competitive Neural Networks as Adaptive Mechanisms for Non-Stationary Colour Quantisation. Neural Comput. Appl. 8(4): 347-367 (1999) - [c16]Eric de Bodt, Marie Cottrell, Michel Verleysen:
Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm. ESANN 1999: 19-26 - 1998
- [j5]Marie Cottrell, Jean-Claude Fort, Gilles Pagès:
Theoretical aspects of the SOM algorithm. Neurocomputing 21(1-3): 119-138 (1998) - [c15]Amaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, Philippe Grégoire:
Forecasting time-series by Kohonen classification. ESANN 1998: 221-226 - 1997
- [j4]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 Process. Lett. 6(3): 77-89 (1997) - [c14]Eric de Bodt, Michel Verleysen, Marie Cottrell:
Kohonen maps versus vector quantization for data analysis. ESANN 1997 - [c13]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 - [c12]Morgan Mangeas, Marie Cottrell, Jian-Feng Yao:
New criterion of identification in the multilayered perceptron modelling. ESANN 1997 - [c11]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 - [c10]Marie Cottrell, Bernard Girard, Patrick Rousset:
Long Term Forecasting by Combining Kohonen Algorithm and Standard Prevision. ICANN 1997: 993-998 - [c9]Marie Cottrell, Patrick Rousset:
The Kohonen Algorithm: A Powerful Tool for Analyzing and Representing Multidimensional Quantitative and Qualitative Data. IWANN 1997: 861-871 - 1996
- [c8]Marie Cottrell, Eric de Bodt, Philippe Grégoire:
Analyzing shocks on the interest rate structure with Kohonen map. CIFEr 1996: 162-167 - [c7]Marie Cottrell, Eric de Bodt:
A Kohonen map representation to avoid misleading interpretations. ESANN 1996 - [c6]Marie Cottrell, Eric de Bodt, Emmanuel-Frédéric Henrion:
Understanding the leasing decision with the help of a Kohonen map. An empirical study of the Belgian market. ICNN 1996: 2027-2032 - 1995
- [j3]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) - [j2]Marie Cottrell, Jean-Claude Fort, Gilles Pagès:
Comments about "Analysis of the convergence properties of topology preserving neural networks". IEEE Trans. Neural Networks 6(3): 797-799 (1995) - [j1]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 Networks 6(6): 1355-1364 (1995) - [c5]Smaïl Ibbou, Marie Cottrell:
Multiple correspondence analysis of a crosstabulations matrix using the Kohonen algorithm. ESANN 1995 - [c4]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 - 1994
- [c3]Marie Cottrell, Jean-Claude Fort, Gilles Pagès:
Two or three things that we know about the Kohonen algorithm. ESANN 1994 - 1993
- [c2]Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas:
Time series and neural: a statistical method for weight elimination. ESANN 1993 - [c1]Marie Cottrell, Patrick Letrémy, Elisabeth Roy:
Analysing a Contingency Table with Kohonen Maps: A Factorial Correspondence Analysis. IWANN 1993: 305-311
Coauthor Index
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