Vincent Vandewalle
64
Documents
Publications
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An EM Stopping Rule for Avoiding Degeneracy in Gaussian-based Clustering with Missing DataSMPS 2024 - International Conference on Soft Methods in Probability and Statistics, Sep 2024, Salsburg, Austria. pp.27-35, ⟨10.1007/978-3-031-65993-5_4⟩
Conference papers
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Impact of missing data on mixtures and clustering with illustrations in Biology and MedicineSPSR 2023 - The 24th annual Conference of the Romanian Society of Probability and Statistics, Apr 2023, Bucarest, Romania
Conference papers
hal-04370870v1
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Classification non supervisée des processus d'événements récurrentsJdS 2023 - 54es Journées de Statistique de la SFdS, Jul 2023, Bruxelles (BEL), France
Conference papers
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Clustering: from modeling to visualizing Mapping clusters as spherical GaussiansSFC 2023 - Rencontres de la Société Francophone de Classification, Jul 2023, Strasbourg, France
Conference papers
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Clinical score building from high-throughput proteomic dataICM/Inria/SCAI workshop “Computational and mathematical approaches for neuroscience”, Jun 2022, Paris, France
Conference papers
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Clustering of recurrent events data applied to the re-admission of elderly people at hospitalEuropean Conference on Data Analysis 2022, Sep 2022, Naples, Italy
Conference papers
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Gaussian Based Visualization of Gaussian and Non-Gaussian Based ClusteringMIMO 2021: Workshop on Mixture Models, Apr 2021, Rouen, France
Conference papers
hal-03505667v1
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Support of temporal structure in the statistical analysis of high-throughput proteomic dataJournées de Statistique 2021, Jun 2021, Nice, France
Conference papers
hal-03525345v1
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Simultaneous semi-parametric estimation of clustering and regression52èmes journées de la SFdS, Jun 2021, Nice / Virtual, France. ⟨10.48550/arXiv.2012.14159⟩
Conference papers
hal-03515286v1
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Identification of patients subtypes based on protein expression for prediction of heart failure after myocardial infarctionPrintemps de la cardiologie 2021, May 2021, Online, France. pp.213, ⟨10.1016/j.acvdsp.2021.04.159⟩
Conference papers
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Impact of Missing Data on Mixtures and ClusteringMHC2021 - Mixtures, Hidden Markov Models, Clustering, Jun 2021, Orsay, France
Conference papers
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Proteomic signature for early diagnosis of left ventricular remodeling after myocardial infarctionPrintemps de la cardiologie 2020, Oct 2020, Grenoble, France
Conference papers
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Estimation du nombre de problèmes et détermination du nombre de sujets nécessaires dans les études d’utilisabilité : une approche bayésienneJournées Biostatistiques 2020 - GDR « Statistiques & santé », Oct 2020, Paris, France
Conference papers
hal-03118164v1
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Gaussian Based Visualization of Gaussian and Non-Gaussian Based Clustering3rd International Conference on Econometrics and Statistics (EcoSta 2019), Jun 2019, Taichung, Taiwan
Conference papers
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Gaussian Based Visualization of Gaussian and Non-Gaussian Based ClusteringSPSR 2019, Apr 2019, Bucarest, Romania
Conference papers
hal-02400486v1
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Supervised multivariate discretization and levels merging for logistic regression23rd International Conference on Computational Statistics, Aug 2018, Iasi, Romania
Conference papers
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A tractable multi-partitions clusteringCOMPSTAT 2018 - 23rd International Conference on Computational Statistics, Aug 2018, Iasi, Romania
Conference papers
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Clustering spatial functional dataERCIM 2018, Dec 2018, Pise, Italy
Conference papers
hal-01956923v1
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Gaussian-based visualization of Gaussian and non-Gaussian model-based clustering23rd International Conference on Computational Statistics, Aug 2018, Iasi, Romania
Conference papers
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A targeted multi-partitions clusteringThe 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018), Dec 2018, Pise, Italy
Conference papers
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Réintégration des refusés en Credit Scoring49e Journées de Statistique, May 2017, Avignon France
Conference papers
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Simultaneous dimension reduction and multi-objective clusteringIFCS 2017 - Conference of the International Federation of Classification Societies, Aug 2017, Tokyo, Japan. pp.1-29
Conference papers
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Mixture Models with Missing data Classication of Satellite Image Time SeriesJournées Science des Données MaDICS 2017, Jun 2017, Marseille, France. pp.1-60
Conference papers
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Survival analysis with complex covariates: a model-based clustering preprocessing stepIEEE PHM 2017, Jun 2017, Dallas, United States
Conference papers
hal-01667588v1
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Model-based variable clusteringCMStatistics/ERCIM 2017 - 10th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2017, London, United Kingdom. pp.1-19
Conference papers
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Dealing with missing data through mixture modelsICB Seminars 2017 - 154th Seminar on ”Statistics and clinical practice”, May 2017, Varsovie, Poland. pp.1-3
Conference papers
hal-01667614v1
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Pitfalls in Mixtures from the Clustering AngleWorking Group on Model-Based Clustering Summer Session, Jul 2016, Paris, France
Conference papers
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Clustering categorical functional data Application to medical discharge letters8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, France
Conference papers
hal-01251284v1
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An efficient SEM algorithm for Gaussian Mixtures with missing data8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom
Conference papers
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Model-based clustering of categorical data by relaxing conditional independenceClassification Society Meeting, Mc Master University, Jun 2015, Hamilton, Ontario, Canada
Conference papers
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Sélection prédictive d'un modèle génératif par le critère AICp41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers
inria-00386678v1
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A Model-Based Clustering Approach for Chemical Toxicity Assessment Using Cell Painting DataSophI.A Summit 2024 - 7th international AI conference, Nov 2024, Valbonne, France
Conference poster
hal-04846860v1
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Proteomic signature for early diagnosis of left ventricular remodeling after myocardial infarctionPrintemps de la Cardiologie 2020, Oct 2020, Grenoble / Virtual, France
Conference poster
hal-03124837v1
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Model-based multivariate discretization for logistic regressionData Science Summer School, Aug 2017, Paris, France. 2017
Conference poster
hal-02075126v1
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Simultaneous dimension reduction and multi-objective clusteringStatlearn’17, Lyon: 4-7 april 2017, Apr 2017, Lyon, France
Conference poster
hal-03183333v1
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Clustering categorical functional data Application to medical discharge letters Medical discharge lettersWorking Group on Model-Based Clustering Summer Session: Paris, July 17-23, 2016, Jul 2016, Paris, France. 2016
Conference poster
hal-01424950v1
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Label switching in mixturesWorking Group on Model-Based Clustering Summer Session: Glasgow, July 17-23, 2011, Jul 2011, Glasgow, United Kingdom, France
Conference poster
hal-03183299v1
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Categorical functional data analysis. The cfda R packageThe 14th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2021, London, United Kingdom
Documents associated with scientific events
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Simultaneous dimension reduction and multi-objective clustering using probabilistic factorial discriminant analysisCMStatistics 2016, Dec 2016, Sevilla, Spain
Documents associated with scientific events
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Table ronde : “pourquoi et comment enseigner l’analyse de données massives (big data)”47èmes Journées de Statistique de la SFdS, Jun 2015, Lille, France
Documents associated with scientific events
hal-01250812v1
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Clustering spatial functional dataJ. Mateu and R. Giraldo. Geostatistical Functional Data Analysis : Theory and Methods. Editors: Jorge Mateu, Ramon Giraldo, 1, Wiley, 2021, Geostatistical Functional Data Analysis : Theory and Methods, ⟨10.1002/9781119387916.ch7⟩
Book sections
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cfda: an R Package for Categorical Functional Data Analysis2020
Preprints, Working Papers, ...
hal-02973094v1
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Feature quantization for parsimonious and interpretable predictive models2019
Preprints, Working Papers, ...
hal-01949135v2
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Classification de données mixtes par un modèle de mélange de copules gaussiennes.2014
Preprints, Working Papers, ...
hal-00940613v1
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Estimation et sélection en classification semi-superviséeMathématiques [math]. Université des Sciences et Technologie de Lille - Lille I, 2009. Français. ⟨NNT : ⟩
Theses
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Contribution to model-based clustering of heterogeneous dataStatistics [math.ST]. Université de Lille, 2021
Accreditation to supervise research
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