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Analyse exploratoire de séries temporelles d'utilisation de systèmes électriques par chaînes de Markov d'ordre variable54es Journées de Statistitique de la SFdS, Société Française de Statistique, Jul 2023, Bruxelles (BE), Belgique
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On the calibration of least cost path models: a large-scale simulation of boat and wagon transport in late Iron Age Gaul.CAA 2021 “Digital Crossroads”, Computer Applications and Quantitative Methods in Archaeology, Jun 2021, Limassol, Cyprus
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Binary Diffing as a Network Alignment Problem via Belief Propagation36th IEEE/ACM International Conference on Automated Software Engineering (ASE 2021), IEEE; ACM, Nov 2021, Melbourne, Australia
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Reconstructing Late Iron Age Transport Network from Site PositionsNetworks 2021: A Joint Sunbelt (Sunbelt XLI) and NetSci Conference (NetSci 2021), International Network for Social Network Analysis; Network Science Society, Jul 2021, Bloomington, United States
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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
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Reducing Offline Evaluation Bias in Recommendation Systems23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.55-62
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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⟩
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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⟩
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Regularization in Relevance Learning Vector Quantization Using l one Norms21-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Apr 2013, Bruges, Belgium. pp.17-22
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Classifications croisées de données de trajectoires contraintesExtraction et Gestion des Connaissances, Jan 2013, Toulouse, France. pp.341-352
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Activity date estimation in timestamped interaction networks21-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013), Apr 2013, Bruges, Belgium. pp.113-118
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Étude des corrélations spatio-temporelles des appels mobiles en FranceExtraction et Gestion des Connaissances, Jan 2013, Toulouse, France. pp.437-448
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Dissimilarity Clustering by Hierarchical Multi-Level Refinement20-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Apr 2012, Bruges, Belgium. pp.483-488
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Triclustering pour la détection de structures temporelles dans les graphes3ième conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques (MARAMI 2012), Oct 2012, Villetaneuse, France
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Modularity-Based Clustering for Network-Constrained Trajectories20-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Apr 2012, Bruges, Belgium. pp.471-476
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A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms20-th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Apr 2012, Bruges, Belgium. pp.477-482
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Exploration relationnelle d'un corpus d'actes notariés médiévauxColloque Configuration(s), Jun 2012, Paris, France
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Clustering par optimisation de la modularité pour trajectoires d'objets mobilesUbimob'12, Jun 2012, Anglet, France. pp.12-22
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A Triclustering Approach for Time Evolving GraphsCo-clustering and Applications International Conference on Data Mining Workshop, Dec 2012, Brussels, Belgium. pp.115-122, ⟨10.1109/ICDMW.2012.61⟩
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Graph-Based Approaches to Clustering Network-Constrained Trajectory DataWorkshop on New Frontiers in Mining Complex Patterns (NFMCP 2012), held at ECML-PKDD 2012, Sep 2012, Bristol, United Kingdom. pp.184-195
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Visual Mining of Epidemic NetworksInternational Work Conference on Artificial Neural Networks, Jun 2011, Torremolinos, Spain. pp.276-283, ⟨10.1007/978-3-642-21498-1_35⟩
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Exploration of a Large Database of French Charters with Social Network MethodsInternational Medieval Congress (IMC 2011), Jul 2011, Leeds, United Kingdom
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Segmentation géographique par étude d'un journal d'appels téléphoniques2ième Journée thématique : Fouille de grands graphes, Oct 2011, Grenoble, France
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Hierarchical clustering for graph visualizationEuropean Symposium on Artificial Neural Networks (ESANN 2011), Apr 2011, Bruges, Belgium. pp.227-232
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Classification and regression based on derivatives : a consistency resultII Simposio sobre Modelamiento Estadístico, Dec 2010, Valparaiso, Chile
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The structure of a gene network reveals 7 biological sub-graphs underlying eQTLs in pigWorld Congress on Genetics Applied to Livestock Production, Aug 2010, Leipzig, Germany. pp.0147
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From intracardiac electrograms to electrocardiograms. Models and metamodelsFunctional Imaging and Modeling of the Heart, 2009, Nice, France. pp.524-533
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Are gene networks always meaningful?European Animal Disease Genomics Network of Excellence for Animal Health and Food Safety (EADGENE Days 2009), Oct 2009, Paris, France
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Méthode de classification organisée pour la recherche de communautés dans les réseaux sociaux41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
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Topologically Ordered Graph Clustering via Deterministic AnnealingEuropean Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.529-534
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Consistency of Derivative Based Functional Classifiers on Sampled DataESANN 2008, 16th European Symposium on Artificial Neural Networks, Apr 2008, Bruges, Belgium. pp.445-450
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Mining a medieval social network by kernel SOM and related methodsMASHS 2008 (Modèles et Apprentissages en Sciences Humaines et Sociales), Jun 2008, Créteil, France
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A comparison between dissimilarity SOM and kernel SOM for clustering the vertices of a graphWSOM'07 - Workshop on Self-Organizing Maps, Sep 2007, Bielefeld, Germany. pp.WeP-1
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SVM fonctionnels par interpolation splineJournée de Statistique de la SFdS, Société Française de Statistique, May 2006, Clamart (FR), France
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Classification in Hilbert Spaces with Support Vector MachinesXIth International Symposium on Applied Stochastic Models and Data Analysis (ASMDA 2005), May 2005, Brest, France. pp.635-642
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Support Vector Machine For Functional Data ClassificationXIIIth European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2005), Apr 2005, Bruges, Belgium. pp.467-472
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Dissemination of health information within social networksNetworks in Social Policy Problems, Cambridge University Press, 312 p., 2012, 978-1-107-00983-7
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Constrained variable clustering and the best basis problem in functional data analysisBernard Fichet, Domenico Piccolo, Rosanna Verde and Maurizio Vichi. Classification and Multivariate Analysis for Complex Data Structures, Springer Berlin Heidelberg, pp.435-444, 2011, Studies in Classification, Data Analysis, and Knowledge Organization, ⟨10.1007/978-3-642-13312-1_46⟩
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Clustering Dynamic Web Usage DataNedjah, Nadia and de Macedo Mourelle, Luiza and Kacprzyk, Janusz. Innovative Applications in Data Mining, Springer Berlin Heidelberg, pp.71-82, 2009, Studies in Computational Intelligence, ⟨10.1007/978-3-540-88045-5⟩
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Advances in Feature Selection with Mutual InformationVillmann, Th.; Biehl, M.; Hammer, B.; Verleysen, M. Similarity-Based Clustering, Springer Berlin / Heidelberg, pp.52-69, 2009, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-01805-3_4⟩
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Median topographic maps for biomedical data setsVillmann, Th.; Biehl, M.; Hammer, B.; Verleysen, M. Similarity-Based Clustering, Springer Berlin / Heidelberg, pp.92-117, 2009, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-01805-3_6⟩
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Multi-Layer Perceptrons and Symbolic DataDiday, Edwin and Noirhomme-Fraiture, Monique. Symbolic Data Analysis and the SODAS Software, Wiley, pp.373-391, 2008
Chapitre d'ouvrage
inria-00232878v1
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Recent advances in the use of SVM for functional data classificationSophie Dabo-Niang, Frédéric Ferraty. Functional and operatorial statistics, Physica-Verlag/Springer, pp.273-280, 2008, Contrib. Statist., ⟨10.1007/978-3-7908-2062-1_41⟩
Chapitre d'ouvrage
hal-00635480v1
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Variables selection by the LASSO method. Application to malaria data of Tori-Bossito (Benin)2016
Pré-publication, Document de travail
hal-01352438v1
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Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis[Research Report] RR-5228, INRIA. 2004, pp.35
Rapport
inria-00070768v1
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A mathematical model for feed-forward neural networks : theoretical description and parallel applications.[Research Report] LIP RR-1995-23, Laboratoire de l'informatique du parallélisme. 1995, 2+12p
Rapport
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