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68 résultats
GTM Mixture through time for sequential dataIn Proceedings of The International Joint Conference on Neural Networks (IJCNN) Vancouver, Canada, 2016, Vancouver, Unknown Region
Communication dans un congrès
hal-01490164v1
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Regularized Mixture of Experts for High-Dimensional Data50 èmes Journées de Statistique, Jun 2018, Paris, France
Communication dans un congrès
hal-02152452v1
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Mixtures-of-experts with functional predictorsThe 14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), Dec 2021, London, United Kingdom
Communication dans un congrès
hal-03584943v1
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Representations and Decisions in Cognitive VisionProceedings of the international summer school ERMITES, vol.7, 2012
Ouvrages
hal-01488686v1
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Mixture models for cluster analysis: from model-based inference to bayesian non-parametricsuLearnBio workshop of the International Conference on Machine Learning (ICML), 2014, Unknown, Région indéterminée
Communication dans un congrès
hal-01488383v1
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A regression model with a hidden logistic process for feature extraction from time serieIJCNN'09 International Joint Conference on Neural Networks, Jun 2009, Atlanta, United States. pp.1-8
Communication dans un congrès
hal-00447844v1
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Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models2019
Pré-publication, Document de travail
hal-03584734v1
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Model‐based clustering and classification of functional dataWIREs Data Mining and Knowledge Discovery, 2019, 9 (4), ⟨10.1002/widm.1298⟩
Article dans une revue
hal-03584894v1
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Approximation results regarding the multiple-output Gaussian gated mixture of linear experts modelNeurocomputing, 2019, 366, pp.208-214. ⟨10.1016/j.neucom.2019.08.014⟩
Article dans une revue
hal-02265793v1
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Data-driven Reachability using Christoffel Functions and Conformal PredictionThe 12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Sep 2023, Limassol, Cyprus
Communication dans un congrès
hal-04095745v1
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Model-based clustering with Hidden Markov Model regression for time series with regime changes2011 International Joint Conference on Neural Networks, Jul 2011, San Jose, California, United States. pp.2814-2821
Communication dans un congrès
hal-00657496v1
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Supervised and unsupervised classification approaches for human activity recognition using body-mounted sensorsProc. the 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2012, 2012, Bruges, Belgium. pp.417-422
Communication dans un congrès
hal-01679903v1
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Piecewise regression mixture for simultaneous curve clustering and optimal segmentationJournal of Classification, 2016
Article dans une revue
hal-01479308v1
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Spectral image clustering on dual-energy CT scans using functional regression mixtures2022
Pré-publication, Document de travail
hal-03584699v1
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Unsupervised Learning from big bioacoustic data (uLearnBio)2014
Ouvrages
hal-01488676v1
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An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model RegressionIEEE Transactions on Automation Science and Engineering, 2013, 3 (10), pp.829-335. ⟨10.1109/TASE.2013.2256349⟩
Article dans une revue
hal-00865069v1
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PHRASE Rapport annuel Algorithme de détection multi-échelle supervisée[Rapport de recherche] LSIS. 2014
Rapport
hal-01488778v1
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Classification automatique de données temporelles en classes ordonnées43èmes Journées de Statistique, SFdS, May 2011, Gammarth, Tunisie. pp.1-6
Communication dans un congrès
hal-00657499v1
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Regularised maximum-likelihood inference of mixture of experts for regression and clustering26th European Symposium on Artificial Neural Networks (ESANN 2018), Apr 2018, Bruges, Belgium
Communication dans un congrès
hal-02152442v1
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Model-based clustering of Dual-Energy CT images for tumor detectionThe 14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), Dec 2021, London, United Kingdom
Communication dans un congrès
hal-03584920v1
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ANR SMILES. Journée de l'ANR du 29 novembre 2018: Réunion de lancements de projets du CE 402018
Autre publication scientifique
hal-03584977v1
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Unsupervised Bioacoustic Segmentation by Hierarchical Dirichlet Process Hidden Markov ModelMultimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
Chapitre d'ouvrage
hal-01879385v1
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Functional Mixtures-of-ExpertsStatistics and Computing, 2024, 34 (3), pp.98. ⟨10.1007/s11222-023-10379-0⟩
Article dans une revue
hal-04360919v2
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Robust non-normal mixtures of experts. ERCIM 2015 : The 8th International Conference of the European Research Consortium for Informatics and Mathematics on Computa- tional and Methodological Statistics. London, UK, 2015, Unknown, Région indéterminée
Communication dans un congrès
hal-01488378v1
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Model-based cluster and discriminant analysis for functional dataInvited talk at ERCIM 2014: The 7th International Conference of the European Research Consortium for Informatics and Mathematics on Computational and Methodological Statistics, December 2014. Pisa, Italy, 2014, Unknown, Région indéterminée
Communication dans un congrès
hal-01488382v1
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Robust mixture of experts modeling using the t distributionNeural Networks, 2016
Article dans une revue
hal-01479309v1
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Segmentation and classification of human activities using body-mounted inertial sensorsJournées Nationales de la Robotique Interactive du GDR Robotique, JNRI 2011, 2011, Paris, France
Communication dans un congrès
hal-01679953v1
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Model-Based Co-Clustering of Multivariate Functional DataISI 2017 - 61st World Statistics Congress, Jul 2017, Marrakech, Morocco
Communication dans un congrès
hal-01653782v1
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Model-based clustering and segmentation of time series with changes in regimeAdvances in Data Analysis and Classification, 2011, 5 (4), pp.301-321. ⟨10.1007/s11634-011-0096-5⟩
Article dans une revue
hal-00657505v1
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A hidden process regression model for functional data description. Application to curve discriminationNeurocomputing, 2010, 73 (7-9), pp.1210-1221. ⟨10.1016/j.neucom.2009.12.023⟩
Article dans une revue
hal-00485163v1
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