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96 résultats
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Modélisation de réseaux de neurones par des chaînes de Markov et autres applicationsMathématiques [math]. Université Paris-Sud, 1988. Français. ⟨NNT : ⟩
Thèse
tel-04163026v1
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Métodos Cuantitativos para Big DataTLAIO, Juan Antonio Marmolejo Martin, Universidad de Granada, Sep 2019, Melilla, España
Communication dans un congrès
hal-02936962v1
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Conférence invitée “Métodos estadísticos aplicados a la innovación y a la empresa”, TLAIO, Loja, Ecuador2016
Autre publication scientifique
hal-01523751v1
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Quantitative Methods for Big Data14th Conference On Operation Research, Universidad de la Habana, Mar 2020, Havana, Cuba
Communication dans un congrès
hal-02928881v1
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Detection of Abnormal Flights Using Fickle Instances in SOM MapsVellido A.; Gibert K; Angulo C.; Martín Guerrero J. Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization. WSOM 2019., 976, Springer, Cham., pp.120-129, 2019, Advances in Intelligent Systems and Computing, 978-3-030-19641-7. ⟨10.1007/978-3-030-19642-4_12⟩
Chapitre d'ouvrage
hal-02909696v1
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Anomaly Detection Based on Aggregation of Indicators23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.64-71
Communication dans un congrès
hal-01017853v2
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Interpretable Aircraft Engine Diagnostic via Expert Indicator AggregationTransactions on Machine Learning and Data Mining, 2014, 7 (2), pp.39-64
Article dans une revue
hal-01133175v1
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Search Strategies for Binary Feature Selection for a Naive Bayes ClassifierEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.291-296
Communication dans un congrès
hal-01162981v1
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Role of lateral inhibition in a real neural networkDemongeot, J. and Capasso, V. Mathematics applied to Biology and Medicine,, Wuerz Publishing Ltd, 7pp, 1993
Chapitre d'ouvrage
hal-00690152v1
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A Methodology for the Diagnostic of Aircraft Engine Based on Indicators AggregationProceedings of the 14th Industrial Conference, ICDM 2014, Jul 2014, St. Petersburg, Russia. pp.144-158, ⟨10.1007/978-3-319-08976-8_11⟩
Communication dans un congrès
hal-01058431v1
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Machine Learning and Data-Driven Approaches in Spatial Statistics: A Case Study of Housing Price EstimationWSOM 2022 Workshop on Self-Organizing Maps (WSOM+) - July 2022, Prague, Czechia, Jul 2022, PRAHA, Czech Republic. pp.31-40, ⟨10.1007/978-3-031-15444-7_4⟩
Communication dans un congrès
hal-03900972v1
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Model-based Clustering of High-dimensional Data Streams with Online Mixture of Probabilistic PCAAdvances in Data Analysis and Classification, 2013, 7, pp.281-300
Article dans une revue
hal-00759945v1
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Machine Learning and Data-Driven Approaches in Spatial Statistics : a case study of housing price estimationWSOM 2022 Workshop on Self-Organizing Maps (WSOM+), Jul 2022, PRAGUE, Czech Republic
Communication dans un congrès
hal-04486077v1
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Anomaly Detection Based on Indicators AggregationInternational Joint Conference on Neural Networks (IJCNN 2014), Jul 2014, Beijing, China. pp.2548--2555, ⟨10.1109/IJCNN.2014.6889841⟩
Communication dans un congrès
hal-01064529v1
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Trajectory Clustering for Vibration Detection in Aircraft EnginesIndustrial Conference on Data mining 2010, Jul 2010, Berlin, Germany. pp.362-375
Communication dans un congrès
hal-00488946v1
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Self Organizing Star (SOS) for health monitoringEuropean conference on artificial neural networks,, Apr 2010, Bruges, Belgium. pp.99-104
Communication dans un congrès
hal-00446594v1
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Anomaly Detection for Bivariate SignalsRojas I., Joya G., Catala A. (eds). Advances in Computational Intelligence, part 1, IWANN 2019, vol 11506, Springer, Cham, pp.162-173, 2019, Lecture Notes in Computer Science,, ⟨10.1007/978-3-030-20521-8_14⟩
Chapitre d'ouvrage
hal-02874017v1
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Aircraft engine health monitoring using Self-Organizing Maps10th Industrial Conference, ICDM 2010,, Jul 2010, Berlin, Germany. pp.405-417, ⟨10.1007/978-3-642-14400-4⟩
Communication dans un congrès
hal-00458298v1
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Linear smoothing of FRF for aicraft engine vibration monitoringInternational Conference on Noise and Vibration Engineering, Sep 2010, Leuven, Belgium. ID126, http://www.isma-isaac.be/publications/
Communication dans un congrès
hal-00523747v1
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Bayesian inference for outlier detection in vibration spectra with small learning datasetSurveillance 6, Oct 2011, Compiègne, France. http://www.surveillance6.fr/
Communication dans un congrès
hal-00660793v1
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Neurocomputing 2005 Special Issue, "New aspects in Neurocomputing: 11th European Symposium on Artificial Neural Networks 2003Elsevier, pp.1-551, 2005
Ouvrages
hal-00315560v1
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Aircraft engine fleet monitoring using Self-Organizing Maps and Edit DistanceLaaksonen J., Honkela T. Eds. WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps, Springer, Berlin, pp.298-307, 2011, LNCS 7731
Chapitre d'ouvrage
hal-00566239v1
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On-line relational SOM for dissimilarity dataWSOM 2012, Dec 2012, Santiago, Chile. pp.13-22
Communication dans un congrès
hal-00768948v1
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NEURAL NETWORK AND SEGMENTED LABOUR MARKETEuropean Journal of Economic and Social Systems, 1999, Vol 14, n° 1, pp.19-40
Article dans une revue
hal-00134146v1
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Multidimensional urban segregation : an exploratory case study12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+) th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+), Jun 2017, Nancy, France
Communication dans un congrès
hal-01519723v1
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Trajectoires d'emploi identifiées à l'aide de cartes auto-organisées classifiantes. Etude réalisée avec le Panel Study of Income Dynamics, 1993-2003Modèles et apprentissages en Sciences Humaines et Sociales, Jun 2010, Lille, France. pp.XX-XX
Communication dans un congrès
hal-00450708v1
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Visualisation des données de grandes dimensions au moyen de l'algorithme de KohonenJournées ATHIS Ecole Normale Supérieure Lyon, 2007, Lyon, France
Communication dans un congrès
hal-00324412v1
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Self-Organizing Maps, theory and applicationsRevista de Investigacion Operacional, 2018, 39 (1), pp.1-22
Article dans une revue
hal-01796059v1
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Cartes auto-organisatrices de KohonenYounès Bennani. Apprentissage connexionniste, Hermes Science, pp.141-184, 2006, Informatique et systèmes d'information
Chapitre d'ouvrage
hal-00113717v1
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A DYNAMIC ANALYSIS OF SEGMENTED LABOR MARKETFuzzy Economic Review, 1999, Vol IV, n° 2, pp.63-82
Article dans une revue
hal-00134147v1
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