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- | 2008 | + | |
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- | C. Biernacki; G. Celeux & G. Govaert. Choosing the number of clusters in the latent class model. Advances in Data Analysis, Data Handling and Business Intelligence, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m08b, | + | |
- | author | + | |
- | title = {Choosing the number of clusters in the latent class model}, | + | |
- | booktitle = {Advances in Data Analysis, Data Handling and Business Intelligence, | + | |
- | 32th Annual GFKL (Gesellschaft f\" | + | |
- | address = {University of the Federal Armed Forces Hamburg, Germany}, | + | |
- | month = {July 16-18}, | + | |
- | year = {2008} | + | |
- | } | + | |
- | + | ||
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert & F. Langrognet. Mixmod: a software for model-based classification with continuous and categorical data. SFC - CLADAG 2008, First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m08a, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Langrognet, F.}, | + | |
- | title = {Mixmod: a software for model-based classification with continuous and categorical data}, | + | |
- | booktitle = {SFC - CLADAG 2008, First joint meeting of the Soci{\' | + | |
- | address = {Caserta, Italy}, | + | |
- | month = {June 11-13th}, | + | |
- | year = {2008} | + | |
- | } | + | |
- | + | ||
- | P. Gaillard; M. Aupetit & G. Govaert. Learning topology of a labeled data set with the supervised generative Gaussian graph. Neurocomputing, | + | |
- | Abstract: Extracting the topology of a set of a labeled data is expected to provide important information in order to analyze the data or to design a better decision system. In this work, we propose to extend the generative Gaussian graph to supervised learning in order to extract the topology of labeled data sets. The graph obtained learns the intra-class and inter-class connectedness and also the manifold-overlapping of the different classes. We propose a way to vizualize these topological features. We apply it to analyze the well-known Iris database and the three-phase pipe flow database. | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{gaillard_m08a, | + | |
- | author = {Gaillard, P. and Aupetit, M. and Govaert, G.}, | + | |
- | title = {Learning topology of a labeled data set with the supervised generative Gaussian graph}, | + | |
- | journal = {Neurocomputing}, | + | |
- | year = {2008}, | + | |
- | volume = {71}, | + | |
- | number = {7-9}, | + | |
- | pages = {1283-1299} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Block clustering with Bernoulli mixture models: Comparison of different approaches. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m08a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Block clustering with {B}ernoulli mixture models: Comparison of different approaches}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {2008}, | + | |
- | volume = {52}, | + | |
- | pages = {3233-3245} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Algorithms for Model-based Block Gaussian Clustering. DMIN' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m08a, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Algorithms for Model-based Block Gaussian Clustering}, | + | |
- | booktitle = {DMIN' | + | |
- | address = {Las Vegas, Nevada, USA}, | + | |
- | month = {July 14-17}, | + | |
- | year = {2008} | + | |
- | } | + | |
- | + | ||
- | R. Priam; M. Nadif & G. Govaert. The Block Generative Topographic Mapping. The Third International Workshop on Artificial Neural Networks in Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{priam_m08b, | + | |
- | author = {Priam, R. and Nadif, M. and Govaert, G.}, | + | |
- | title = {The Block Generative Topographic Mapping}, | + | |
- | booktitle = {The Third International Workshop on Artificial Neural Networks in Pattern Recognition, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | month = {September}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2008}, | + | |
- | number = {5064}, | + | |
- | pages = {13-23} | + | |
- | } | + | |
- | + | ||
- | Rodolphe Priam; Mohamed Nadif & Gérard Govaert. Binary Block GTM : Carte auto-organisatrice probabiliste pour les grands tableaux binaires. Extraction et gestion des connaissances (EGC' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{priam_m08a, | + | |
- | author = {Rodolphe Priam and Mohamed Nadif and G{\' | + | |
- | title = {Binary Block GTM : Carte auto-organisatrice probabiliste pour les grands tableaux binaires}, | + | |
- | booktitle = {Extraction et gestion des connaissances (EGC' | + | |
- | address = {Sophia-Antipolis, | + | |
- | month = {29 janvier au 1er f{\' | + | |
- | publisher = {C{\' | + | |
- | year = {2008}, | + | |
- | series = {Revue des Nouvelles Technologies de l' | + | |
- | pages = {265-272} | + | |
- | } | + | |
- | + | ||
- | V. Vandewalle; C. Biernacki; G. Celeux & G. Govaert. Are unlabeled data useful in semi-supervised model-based classification? Combining hypothesis testing and model choice. SFC - CLADAG 2008, First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{vandewalle_m08a, | + | |
- | author = {Vandewalle, | + | |
- | title = {Are unlabeled data useful in semi-supervised model-based classification? | + | |
- | booktitle = {SFC - CLADAG 2008, First joint meeting of the Soci{\' | + | |
- | address = {Caserta, Italy}, | + | |
- | month = {June 11-13th}, | + | |
- | year = {2008} | + | |
- | } | + | |
- | + | ||
- | 2007 | + | |
- | + | ||
- | M. Aupetit; P. Gaillard & G. Govaert. A generative Gaussian graph to learn the topology of a set of points. Statistical workshop on " | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{aupetit_m07, | + | |
- | author = {Aupetit, M. and Gaillard, P. and Govaert, G.}, | + | |
- | title = {A generative Gaussian graph to learn the topology of a set of points}, | + | |
- | booktitle = {Statistical workshop on " | + | |
- | address = {Lisieux, France}, | + | |
- | month = {June 29}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert & F. Lengrognet. Le logiciel Mixmod d' | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m07b, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Lengrognet, F.}, | + | |
- | title = {Le logiciel Mixmod d' | + | |
- | journal = {Revue MODULAD}, | + | |
- | year = {2007}, | + | |
- | volume = {35}, | + | |
- | pages = {25-44} | + | |
- | } | + | |
- | + | ||
- | G. Celeux; C. Biernacki & G. Govaert. Predictive Clustering. Workshop on Model-Based Clustering, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m07b, | + | |
- | author = {Celeux, G. and Biernacki, C. and Govaert, G.}, | + | |
- | title = {Predictive Clustering}, | + | |
- | booktitle = {Workshop on Model-Based Clustering}, | + | |
- | address = {Dublin}, | + | |
- | month = {July}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Clustering mixture models : general aspects and model selection criteria, invited. Workshop on statistical approaches and validation in clustering: mixture models and nonparametric methods, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m07a, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Clustering mixture models : general aspects and model selection criteria, invited}, | + | |
- | booktitle = {Workshop on statistical approaches and validation in clustering: mixture models and nonparametric methods}, | + | |
- | address = {Lisieux, France}, | + | |
- | month = {June 29}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | P. Gaillard; M. Aupetit & G. Govaert. Apprentissage statistique de la topologie d'un ensemble de données étiquetées. ESANN2007, 15th European Symposium on Artificial Neural Networks, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{gaillard_m07b, | + | |
- | author = {Gaillard, P. and Aupetit, M. and Govaert, G.}, | + | |
- | title = {Apprentissage statistique de la topologie d'un ensemble de donn{\' | + | |
- | booktitle = {ESANN2007, 15th European Symposium on Artificial Neural Networks}, | + | |
- | address = {Bruges, Belgium}, | + | |
- | month = {April 25-26-27}, | + | |
- | year = {2007}, | + | |
- | pages = {235-240} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & G. Celeux. Some specific aspects of clustering mixture models: block clustering and variable selection. Workshop on statistical approaches and validation in clustering: mixture models and nonparametric methods, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m07d, | + | |
- | author = {Govaert, G. and Celeux, G.}, | + | |
- | title = {Some specific aspects of clustering mixture models: block clustering and variable selection}, | + | |
- | booktitle = {Workshop on statistical approaches and validation in clustering: mixture models and nonparametric methods}, | + | |
- | address = {Lisieux, France}, | + | |
- | month = {June 29}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Clustering of contingency table and mixture model. European Journal of Operational Research, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m07a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Clustering of contingency table and mixture model}, | + | |
- | journal = {European Journal of Operational Research}, | + | |
- | year = {2007}, | + | |
- | volume = {183}, | + | |
- | pages = {1055-1066} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Selected Contributions in Data Analysis and Classification. , Berlin Heidelberg, August, Studies in Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inbook{govaert_m07c, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Selected Contributions in Data Analysis and Classification}, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | month = {August}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2007}, | + | |
- | series = {Studies in Classification, | + | |
- | volume = {2}, | + | |
- | pages = {203-212} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Latent Block Model for Contingency Table - Comparison of different Approaches. 12th International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m07a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Latent Block Model for Contingency Table - Comparison of different Approaches}, | + | |
- | booktitle = {12th International Conference on Applied Stochastic Models and Data Analysis (ASMDA 2007)}, | + | |
- | address = {Chania, Crete, Greece}, | + | |
- | month = {May 29 - June 1}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Block clustering and statistical modelling. Symposium on mixture modeling, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m07b, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Block clustering and statistical modelling}, | + | |
- | booktitle = {Symposium on mixture modeling}, | + | |
- | address = {Leuven, Belgium}, | + | |
- | month = {November 20-21}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | A. Samé; P. Aknin & G. Govaert. Classification automatique pour la segmentation de signaux unidimensionnels. SFC 2007, XIVe Rencontre de la Société francophone de classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_m07b, | + | |
- | author = {Sam{\' | + | |
- | title = {Classification automatique pour la segmentation de signaux unidimensionnels}, | + | |
- | booktitle = {SFC 2007, XIVe Rencontre de la Soci\' | + | |
- | address = {Paris, France}, | + | |
- | month = {5-7 Septembre}, | + | |
- | year = {2007} | + | |
- | } | + | |
- | + | ||
- | A. Samé; C. Ambroise & G. Govaert. An online Classification EM algorithm based on the mixture model. Statistics and Computing, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{same_m07a, | + | |
- | author = {Sam{\' | + | |
- | title = {An online Classification EM algorithm based on the mixture model}, | + | |
- | month = {September}, | + | |
- | journal = {Statistics and Computing}, | + | |
- | year = {2007}, | + | |
- | volume = {17}, | + | |
- | number = {3}, | + | |
- | pages = {209-218} | + | |
- | } | + | |
- | + | ||
- | G. Tessier; M. Schoenauer; C. Biernacki; G. Celeux & G. Govaert. Parameter Setting for Evolutionary Latent Class Clustering. Advances in Computation and Intelligence, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{tessier_m07, | + | |
- | author = {Tessier, G. and Schoenauer, M. and Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Parameter Setting for Evolutionary Latent Class Clustering}, | + | |
- | booktitle = {Advances in Computation and Intelligence, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2007}, | + | |
- | number = {4683}, | + | |
- | pages = {472-484} | + | |
- | } | + | |
- | + | ||
- | 2006 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Model based hierarchical co-clustering. COMPSTAT 2006, Rome, Italie, August, 28 - September, 1, 2006. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m06a, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Model based hierarchical co-clustering}, | + | |
- | booktitle = {COMPSTAT 2006}, | + | |
- | address = {Rome, Italie}, | + | |
- | month = {August, 28 - September, 1}, | + | |
- | year = {2006} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert & F. Langrognet. Model-based cluster and discriminant analysis with the MIXMOD software. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m06a, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Langrognet, F.}, | + | |
- | title = {Model-based cluster and discriminant analysis with the MIXMOD software}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {2006}, | + | |
- | volume = {51}, | + | |
- | pages = {587-600} | + | |
- | } | + | |
- | + | ||
- | C. Gouget & G. Govaert. Classification automatique de données ordinales- Utilisation de modèles multinomiaux contraints. SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{gouget_m06a, | + | |
- | author = {Gouget, C. and Govaert, G.}, | + | |
- | title = {Classification automatique de donn{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Clamart, France}, | + | |
- | month = {29 mai - 2 juin}, | + | |
- | year = {2006} | + | |
- | } | + | |
- | + | ||
- | G. Govaert; R. Hahnle, R. & M. Nadif. Preface. Soft Computing, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m06c, | + | |
- | author = {Govaert, G. and Hahnle, R. and Nadif, M.}, | + | |
- | title = {Preface}, | + | |
- | month = {march}, | + | |
- | journal = {Soft Computing}, | + | |
- | year = {2006}, | + | |
- | volume = {10}, | + | |
- | number = {5}, | + | |
- | pages = {405} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Fuzzy Clustering to estimate the parameters of block mixture models. Soft Computing, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m06a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Fuzzy Clustering to estimate the parameters of block mixture models}, | + | |
- | month = {march}, | + | |
- | journal = {Soft Computing}, | + | |
- | year = {2006}, | + | |
- | volume = {10}, | + | |
- | number = {5}, | + | |
- | pages = {415-422} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Classification croisée d'un tableau de contingence et modèle probabiliste. RNTI-E-6, Revue des Nouvelles Technologies de l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m06b, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Classification crois{\' | + | |
- | journal = {RNTI-E-6, Revue des Nouvelles Technologies de l' | + | |
- | year = {2006}, | + | |
- | volume = {2}, | + | |
- | pages = {457-462} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. Mixture model approach for acoustic emission control of cylindrical pressure vessels. Journal of Pressure Vessel Technology, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{hamdan_m06a, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {Mixture model approach for acoustic emission control of cylindrical pressure vessels}, | + | |
- | month = {August}, | + | |
- | journal = {Journal of Pressure Vessel Technology}, | + | |
- | year = {2006}, | + | |
- | volume = {128}, | + | |
- | pages = {479-483} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & Govaert. Block clustering with mixture model on large contingency tables. 21st European Conference on Operational Research, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m06a, | + | |
- | author = {Nadif, M. and Govaert}, | + | |
- | title = {Block clustering with mixture model on large contingency tables}, | + | |
- | booktitle = {21st European Conference on Operational Research}, | + | |
- | address = {Reykjavik, Iceland}, | + | |
- | month = {July 2-5}, | + | |
- | year = {2006} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Block clustering with mixture model on large contingency tables. IFCS 2006 Conference: Data Science and Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m06b, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Block clustering with mixture model on large contingency tables}, | + | |
- | booktitle = {IFCS 2006 Conference: Data Science and Classification}, | + | |
- | address = {Ljubljana, Slovenia}, | + | |
- | month = {July 25-29}, | + | |
- | year = {2006} | + | |
- | } | + | |
- | + | ||
- | A. Samé; C. Ambroise & G. Govaert. A Classification EM Algorithm for Binned Data. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{same_m06a, | + | |
- | author = {Sam{\' | + | |
- | title = {A Classification {EM} Algorithm for Binned Data}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {2006}, | + | |
- | volume = {51}, | + | |
- | pages = {466-480} | + | |
- | } | + | |
- | + | ||
- | D. Tessier; M. Schoenauer; C. Biernacki; G. Celeux & G. Govaert. Evolutionary Latent Class Clustering of Qualitative Data. , Le Chesnay, France, December, Number 6082, 2006. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{tessier_m06, | + | |
- | author = {Tessier, D. and Sch\oe nauer, M. and Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Evolutionary Latent Class Clustering of Qualitative Data}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {December}, | + | |
- | year = {2006}, | + | |
- | number = {6082} | + | |
- | } | + | |
- | + | ||
- | 2005 | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Parsimonious Latent Class Models. 3rd International Association for Statistical Computing (IASC) world conference on Computational Statistics & Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m05b, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Parsimonious Latent Class Models}, | + | |
- | booktitle = {3rd International Association for Statistical Computing (IASC) world conference on Computational Statistics \& Data Analysis}, | + | |
- | address = {Limassol, Cyprus}, | + | |
- | month = {28-31 October}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert & F. Langrognet. MIXMOD: a Software for Model-Based Clustering and Classification with Continuous and Categorical Data. SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m05a, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Langrognet, F.}, | + | |
- | title = {{MIXMOD}: a Software for Model-Based Clustering and Classification with Continuous and Categorical Data}, | + | |
- | booktitle = {SFdS' | + | |
- | address = {Pau, France}, | + | |
- | month = {24-28 Mai}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert & F. Lengrognet. Model-based Cluster and Discriminant Analysis with the Mixmod Software. , Le Chesnay, France, January, Number 0302, 2005. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{biernacki_m05c, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Lengrognet, F.}, | + | |
- | title = {Model-based Cluster and Discriminant Analysis with the Mixmod Software}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {January}, | + | |
- | year = {2005}, | + | |
- | number = {0302} | + | |
- | } | + | |
- | + | ||
- | C. Gouget & G. Govaert. Classification automatique de données ordinales et modèle de mélange. SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{gouget_m05a, | + | |
- | author = {Gouget, C. and Govaert, G.}, | + | |
- | title = {Classification automatique de donn{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Pau, France}, | + | |
- | month = {24-28 Mai}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Classification d'un tableau de contingence et modèle probabiliste. RNTI-E-3, Revue des Nouvelles Technologies de l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m05a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Classification d'un tableau de contingence et mod{\`e}le probabiliste}, | + | |
- | journal = {RNTI-E-3, Revue des Nouvelles Technologies de l' | + | |
- | year = {2005}, | + | |
- | volume = {1}, | + | |
- | pages = {213-218} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. An EM algorithm for the Block Mixture Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m05b, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {An {EM} algorithm for the Block Mixture Model}, | + | |
- | month = {April}, | + | |
- | journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, | + | |
- | year = {2005}, | + | |
- | volume = {27}, | + | |
- | number = {4}, | + | |
- | pages = {643-647} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Clustering of contingency table with Poisson block mixture model. Classification and Data Analysis 2005 : Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m05e, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Clustering of contingency table with Poisson block mixture model}, | + | |
- | booktitle = {Classification and Data Analysis 2005 : Meeting of the Classification and Data Analysis Group of the Italian Statistical Society}, | + | |
- | address = {Parme}, | + | |
- | month = {6-8 June}, | + | |
- | publisher = {Monte Universit\`a Parma}, | + | |
- | year = {2005}, | + | |
- | pages = {101-104} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. WST mixture model strategy for pressure vessel control using acoustic emission. Annals of the University of Craiova, Series: automation, computers, electronics and mechatronic, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{hamdan_m05a, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {WST mixture model strategy for pressure vessel control using acoustic emission}, | + | |
- | journal = {Annals of the University of Craiova, Series: automation, computers, electronics and mechatronic}, | + | |
- | year = {2005}, | + | |
- | volume = {2 (29)}, | + | |
- | number = {1}, | + | |
- | pages = {43-51} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. Mixture model clustering of uncertain data. IEEE International Conference on Fuzzy Systems, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m05b, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {Mixture model clustering of uncertain data}, | + | |
- | booktitle = {IEEE International Conference on Fuzzy Systems}, | + | |
- | address = {Reno, Nevada, USA}, | + | |
- | month = {22-25 may}, | + | |
- | year = {2005}, | + | |
- | pages = {879-884} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Block clustering via the block GEM and two-way EM algorithms. The third ACS/IEEE International conference on Computer Systems and Applications, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m05a, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {Block clustering via the block {GEM} and two-way {EM} algorithms}, | + | |
- | booktitle = {The third ACS/IEEE International conference on Computer Systems and Applications, | + | |
- | address = {Cairo, Egypt}, | + | |
- | month = {03-06 january}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Block clustering with mixture model : Comparison between different approaches. AMSDA 2005 : International Symposium on Applied Stochastic Models and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m05b, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {Block clustering with mixture model : Comparison between different approaches}, | + | |
- | booktitle = {AMSDA 2005 : International Symposium on Applied Stochastic Models and Data Analysis}, | + | |
- | address = {Brest}, | + | |
- | month = {17-20 May}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Block clustering of contingency table and Mixture Model. Advances in Intelligent Data Analysis V, Lecture Notes in Computer Science (LNCS), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m05c, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {Block clustering of contingency table and Mixture Model}, | + | |
- | booktitle = {Advances in Intelligent Data Analysis V, Lecture Notes in Computer Science (LNCS)}, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | month = {September}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2005}, | + | |
- | number = {3646}, | + | |
- | pages = {249-259} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. A Comparison Between Block CEM and Two-Way CEM Algorithm to Cluster a contingency table. Knowledge Discovery in Databases, Lecture Notes on Artificial Intelligence (LNAI), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m05d, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {A Comparison Between Block {CEM} and Two-Way {CEM} Algorithm to Cluster a contingency table}, | + | |
- | booktitle = {Knowledge Discovery in Databases, Lecture Notes on Artificial Intelligence (LNAI)}, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | month = {September}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2005}, | + | |
- | number = {3721}, | + | |
- | pages = {609-616} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. An EM algorithm for the Block Mixture Model of contingency table. 3rd International Association for Statistical Computing (IASC) world conference on Computational Statistics & Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m05e, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {An {EM} algorithm for the Block Mixture Model of contingency table}, | + | |
- | booktitle = {3rd International Association for Statistical Computing (IASC) world conference on Computational Statistics \& Data Analysis}, | + | |
- | address = {Limassol, Cyprus}, | + | |
- | month = {28-31 October}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | A. Same; G. Govaert & C. Ambroise. A mixture model-based on-line CEM algorithm. Advances in Intelligent Data Analysis V, Lecture Notes in Computer Science (LNCS), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_05b, | + | |
- | author = {Same, A. and Govaert, G. and Ambroise, C.}, | + | |
- | title = {A mixture model-based on-line {CEM} algorithm}, | + | |
- | booktitle = {Advances in Intelligent Data Analysis V, Lecture Notes in Computer Science (LNCS)}, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | month = {September}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2005}, | + | |
- | number = {3646}, | + | |
- | pages = {373-384} | + | |
- | } | + | |
- | + | ||
- | N. Sujka; G. Govaert & C. Ambroise. Interpretable Clustering via Model-Based Divisive Hierarchical Classification. 29th Annual GFKL (Gesellschaft für Klassifikation), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{sujka_m05a, | + | |
- | author = {Sujka, N. and Govaert, G. and Ambroise, C.}, | + | |
- | title = {Interpretable Clustering via Model-Based Divisive Hierarchical Classification}, | + | |
- | booktitle = {29th Annual GFKL (Gesellschaft f\" | + | |
- | address = {University of Magdeburg, Germany}, | + | |
- | month = {9-11 March}, | + | |
- | year = {2005} | + | |
- | } | + | |
- | + | ||
- | 2004 | + | |
- | + | ||
- | G. Govaert. Classification et modèle de mélange (conférence invitée). RFIA 2004, 14ème Congrés Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m04a, | + | |
- | author = {Govaert, G. }, | + | |
- | title = {Classification et mod{\`e}le de m{\' | + | |
- | booktitle = {RFIA 2004, 14{\`e}me Congr{\' | + | |
- | address = {Toulouse}, | + | |
- | month = {27-30 Janvier}, | + | |
- | year = {2004} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. The fitting of binned data clustering to imprecise data. IEEE International conference on Information & Communication Technologies: | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m04a, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {The fitting of binned data clustering to imprecise data}, | + | |
- | booktitle = {IEEE International conference on Information \& Communication Technologies: | + | |
- | address = {Damascus, Syria}, | + | |
- | month = {19-23 avril}, | + | |
- | year = {2004}, | + | |
- | pages = {1-6} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. CEM algorithm for imprecise data. Application to flaw diagnostic using acoustic emission. IEEE International conference on Systems, Man and Cybernetics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m04b, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {{CEM} algorithm for imprecise data. Application to flaw diagnostic using acoustic emission}, | + | |
- | booktitle = {IEEE International conference on Systems, Man and Cybernetics}, | + | |
- | address = {The Hague, The Netherlands}, | + | |
- | month = {10-13 october}, | + | |
- | year = {2004}, | + | |
- | volume = {5}, | + | |
- | pages = {4774-4779} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. Int-EM-CEM algorithm for imprecise data. Comparison with the CEM algorithm using Monte Carlo simulations. IEEE International conference on Cybernetics and Intelligent Systems, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m04d, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {Int-{EM}-{CEM} algorithm for imprecise data. Comparison with the {CEM} algorithm using Monte Carlo simulations}, | + | |
- | booktitle = {IEEE International conference on Cybernetics and Intelligent Systems}, | + | |
- | address = {Singapore}, | + | |
- | month = {1-3 december}, | + | |
- | year = {2004}, | + | |
- | pages = {410-415} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan; G. Govaert; C. Ambroise & C. Hervé. A mixture modele approach for acoustic emission control of pressure equipment. 5th International Conference on Acoustical and Vibratory Surveillance Methods and Diagnostic techniques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m04c, | + | |
- | author = {Hamdan, H. and Govaert, G. and Ambroise, C. and Herv{\' | + | |
- | title = {A mixture modele approach for acoustic emission control of pressure equipment}, | + | |
- | booktitle = {5th International Conference on Acoustical and Vibratory Surveillance Methods and Diagnostic techniques}, | + | |
- | address = {Senlis, France}, | + | |
- | month = {11 - 13 october}, | + | |
- | year = {2004} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Another version of the Block EM algorithm. 9th Conference of the International Federation of Classification (Chicago, USA 15-18 July): Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m04a, | + | |
- | author = {Nadif, M. and Govaert, G. }, | + | |
- | title = {Another version of the Block {EM} algorithm}, | + | |
- | booktitle = {9th Conference of the International Federation of Classification (Chicago, USA 15-18 July): Classification, | + | |
- | address = {Berlin}, | + | |
- | month = {15-18 july}, | + | |
- | publisher = {Springer Verlag}, | + | |
- | year = {2004}, | + | |
- | pages = {69-76} | + | |
- | } | + | |
- | + | ||
- | M. Nadif; F.-X. Jollois & G. Govaert. Block Clustering for large continuous data sets. AISTA' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m04b, | + | |
- | author = {Nadif, M. and Jollois, F.-X. and Govaert, G. }, | + | |
- | title = {Block Clustering for large continuous data sets}, | + | |
- | booktitle = {AISTA' | + | |
- | address = {Luxembourg}, | + | |
- | month = {15-18 November}, | + | |
- | year = {2004} | + | |
- | } | + | |
- | + | ||
- | A. Same; C. Ambroise & G. Govaert. Classification automatique de données séquentielles et modèle de mélange. SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_m04a, | + | |
- | author = {Same, A. and Ambroise, C. and Govaert, G.}, | + | |
- | title = {Classification automatique de donn{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Montpellier, | + | |
- | month = {24-28 Mai}, | + | |
- | year = {2004} | + | |
- | } | + | |
- | + | ||
- | A. Same; C. Ambroise & G. Govaert. A mixture model approach for on-line clustering. Compstat 2004, Prodeedings of the 16th Computational Statistics symposium, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_m04b, | + | |
- | author = {Same, A. and Ambroise, C. and Govaert, G.}, | + | |
- | title = {A mixture model approach for on-line clustering}, | + | |
- | booktitle = {Compstat 2004, Prodeedings of the 16th Computational Statistics symposium}, | + | |
- | month = {August}, | + | |
- | publisher = {Physica-Verlag}, | + | |
- | year = {2004}, | + | |
- | pages = {1759-1766} | + | |
- | } | + | |
- | + | ||
- | 2003 | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m03a, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. }, | + | |
- | title = {Choosing starting values for the {EM} algorithm for getting the highest likelihood in multivariate Gaussian mixture models}, | + | |
- | month = {January}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {2003}, | + | |
- | volume = {41}, | + | |
- | pages = {561-575} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux; G. Govaert; F. Langrognet; G. Moulin & Y. Vernaz. MIXMOD : un logiciel pour les modèles de mélange en classification et en analyse discriminante. SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m03b, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G. and Langrognet, F. and Moulin, G. and Vernaz, Y.}, | + | |
- | title = {MIXMOD : un logiciel pour les mod{\`e}les de m{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Lyon, France}, | + | |
- | month = {2-6 Juin}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification et modèle de mélange. Analyse de données, | + | |
- | BibTeX: | + | |
- | + | ||
- | @incollection{govaert_m03b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification et mod{\`e}le de m{\' | + | |
- | booktitle = {Analyse de donn{\' | + | |
- | address = {Paris}, | + | |
- | publisher = {Hermes}, | + | |
- | year = {2003}, | + | |
- | pages = {263-292} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification partiellement supervisée (conférence invitée). Journée IS2 sur l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03d, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification partiellement supervis{\' | + | |
- | booktitle = {Journ{\' | + | |
- | address = {Grenoble, France}, | + | |
- | month = {21 mars}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Les mélanges finis comme modèle de classification. Journées Analyse de données, statistiques et apprentissage, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03e, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Les m{\' | + | |
- | booktitle = {Journ{\' | + | |
- | address = {Paris}, | + | |
- | month = {Avril}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Fuzzy clustering via block mixture models (invited). JIM,2003, Fourth International Conference Journées de l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03f, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Fuzzy clustering via block mixture models (invited)}, | + | |
- | booktitle = {JIM,2003, Fourth International Conference Journ{\' | + | |
- | address = {Metz}, | + | |
- | month = {Septembre}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification et données temporelles. séminaire LEAD, Lisbonne, Portugal, 19 décembre, 2003. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03h, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification et donn{\' | + | |
- | booktitle = {s{\' | + | |
- | address = {Lisbonne, Portugal}, | + | |
- | month = {19 d{\' | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Analyse de données. , Hermes, 2003. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @book{govaert_m03i_bis, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Analyse de donn{\' | + | |
- | publisher = {Hermes}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Block clustering and mixture models. séminaire LEAD, Lisbonne, Portugal, 18 décembre, 2003. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03j, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Block clustering and mixture models}, | + | |
- | booktitle = {s{\' | + | |
- | address = {Lisbonne, Portugal}, | + | |
- | month = {18 d{\' | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Clustering with block mixture models. Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m03a, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Clustering with block mixture models}, | + | |
- | journal = {Pattern Recognition}, | + | |
- | year = {2003}, | + | |
- | volume = {36}, | + | |
- | pages = {463-473} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Un algorithme EM pour le modèle de mélange croisé (conférence invitée). SFdS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m03c, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Un algorithme {EM} pour le mod{\`e}le de m{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Lyon, France}, | + | |
- | month = {2-6 Juin}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. Classification de données de type intervalle via l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m03a, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {Classification de donn{\' | + | |
- | booktitle = {SFdS' | + | |
- | address = {Lyon, France}, | + | |
- | month = {2-6 Juin}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | H. Hamdan & G. Govaert. Modélisation et Classification des données imprécises. CIMNA 2003, Premier congrès international sur les modélisations numériques appliquées, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{hamdan_m03b, | + | |
- | author = {Hamdan, H. and Govaert, G.}, | + | |
- | title = {Mod{\' | + | |
- | booktitle = {CIMNA 2003, Premier congr{\`e}s international sur les mod{\' | + | |
- | address = {Beyrouth, Liban}, | + | |
- | month = {14-15 novembre}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | F.X. Jollois; M. Nadif & G. Govaert. Classification croisée sur des données binaires de grande taille. Revue d' | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{jollois_m03a, | + | |
- | author = {Jollois, F.X. and Nadif, M. and Govaert, G.}, | + | |
- | title = {Classification crois{\' | + | |
- | journal = {Revue d' | + | |
- | year = {2003}, | + | |
- | volume = {17}, | + | |
- | pages = {213-218} | + | |
- | } | + | |
- | + | ||
- | F.X. Jollois; M. Nadif & G. Govaert. Classification croisée sur des données binaires de grande taille. EGC' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{jollois_m03b, | + | |
- | author = {Jollois, F.X. and Nadif, M. and Govaert, G.}, | + | |
- | title = {Classification crois{\' | + | |
- | booktitle = {EGC' | + | |
- | address = {Lyon}, | + | |
- | month = {22-24 Janvier}, | + | |
- | year = {2003} | + | |
- | } | + | |
- | + | ||
- | A. Same; C. Ambroise & G. Govaert. A mixture model approach for binned data clustering. Advances in Intelligent Data Analysis V. Proceedings 5th Int. Symposium on Intelligent Data Analysis IDA 2003, Berlin Heidelberg, Lecture Notes in Computer Science, Volume 2810, Pages 265-274, Springer-VerlagKluwer Academic Publisher, 2003. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_m03, | + | |
- | author = {Same, A. and Ambroise, C. and and Govaert, G.}, | + | |
- | title = {A mixture model approach for binned data clustering}, | + | |
- | booktitle = {Advances in Intelligent Data Analysis V. Proceedings 5th Int. Symposium on Intelligent Data Analysis IDA 2003}, | + | |
- | address = {Berlin Heidelberg}, | + | |
- | publisher = {Springer-VerlagKluwer Academic Publisher}, | + | |
- | year = {2003}, | + | |
- | series = {Lecture Notes in Computer Science}, | + | |
- | volume = {2810}, | + | |
- | pages = {265-274} | + | |
- | } | + | |
- | + | ||
- | 2002 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. A Mixture Model Approach to Datacube Clustering (Invited). 26th Annual GFKL (Gesellschaft für Klassifikation), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m02, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {A Mixture Model Approach to Datacube Clustering (Invited)}, | + | |
- | booktitle = {26th Annual GFKL (Gesellschaft f\" | + | |
- | address = {University of Mannheim, Germany}, | + | |
- | month = {July 22-24}, | + | |
- | year = {2002} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Modèle de mélange croisée. SFC' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m02b, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Mod{\`e}le de m{\' | + | |
- | booktitle = {SFC' | + | |
- | address = {Toulouse}, | + | |
- | month = {16-18 Septembre}, | + | |
- | year = {2002}, | + | |
- | pages = {55-61} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Block Clustering on continuous data. Workshop on Clustering High Dimensional Data and its Application, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m02c, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Block Clustering on continuous data}, | + | |
- | booktitle = {Workshop on Clustering High Dimensional Data and its Application, | + | |
- | address = {Arlington, USA}, | + | |
- | month = {11-13 Avril}, | + | |
- | year = {2002}, | + | |
- | pages = {7-16} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Simultaneous Clustering on Continuous data and Statistical Modelling. 4th International Conference on Applied Mathematics and Engineering Sciences, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m02d, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Simultaneous Clustering on Continuous data and Statistical Modelling}, | + | |
- | booktitle = {4th International Conference on Applied Mathematics and Engineering Sciences}, | + | |
- | address = {Casablanca, | + | |
- | month = {23-25 October}, | + | |
- | year = {2002} | + | |
- | } | + | |
- | + | ||
- | F.X. Jollois; M. Nadif & G. Govaert. Assessing the Number of Clusters of the Latent Class Model. Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{jollois_m02, | + | |
- | author = {Jollois, F.X. and Nadif, M. and Govaert, G. }, | + | |
- | title = {Assessing the Number of Clusters of the Latent Class Model}, | + | |
- | booktitle = {Classification, | + | |
- | address = {Cracow, Poland}, | + | |
- | month = { 16-19 july}, | + | |
- | year = {2002}, | + | |
- | pages = {139-146} | + | |
- | } | + | |
- | + | ||
- | P. Morizet-Mahoudeaux; | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{morizet_m02, | + | |
- | author = {Morizet-Mahoudeaux, | + | |
- | title = {Parcours Adaptatif \`a Temps Choisi}, | + | |
- | booktitle = {Journ\' | + | |
- | address = {Institut Henri Poincar\' | + | |
- | month = {05 mars}, | + | |
- | year = {2002} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Parameters Estimation of Block Mixture models. Compstat 2002, 15th International Conference on Computational Statistics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m02a, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Parameters Estimation of Block Mixture models}, | + | |
- | booktitle = {Compstat 2002, 15th International Conference on Computational Statistics}, | + | |
- | address = {Berlin, Germany}, | + | |
- | month = {24-28 August}, | + | |
- | year = {2002} | + | |
- | } | + | |
- | + | ||
- | M. Nadif; G. Govaert & F.X. Jollois. A Hybrid Method for Identifying Homogenous Blocks in Large Data Sets. Second Euro-Japanese Workshop on Stochastic Risk Modelling for Finance, Insurance, Production and Reliability, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m02b, | + | |
- | author = {Nadif, M. and Govaert, G. and Jollois, F.X.}, | + | |
- | title = {A Hybrid Method for Identifying Homogenous Blocks in Large Data Sets}, | + | |
- | booktitle = {Second Euro-Japanese Workshop on Stochastic Risk Modelling for Finance, Insurance, Production and Reliability}, | + | |
- | address = {Chamonix, France}, | + | |
- | month = {16-19 September}, | + | |
- | year = {2002}, | + | |
- | pages = {324-333} | + | |
- | } | + | |
- | + | ||
- | A. Same & G. Govaert. Algorithme CEM pour les données sous forme d' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{same_m02, | + | |
- | author = {Same, A. and Govaert, G.}, | + | |
- | title = {Algorithme {CEM} pour les donn{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Bruxelles, Belgique}, | + | |
- | month = {13-17 mai}, | + | |
- | year = {2002}, | + | |
- | pages = {338-339} | + | |
- | } | + | |
- | + | ||
- | 2001 | + | |
- | + | ||
- | C. Ambroise; T. Denœux; G. Govaert & P. Smets. Learning from an Imprecise Teacher: Probabilistic and Evidential Approaches. ASMDA 2001 : International Symposium on Applied Stochastic Models and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m01b, | + | |
- | author = {Ambroise, C. and Den{\oe}ux, T. and Govaert, G. and Smets, P.}, | + | |
- | title = {Learning from an Imprecise Teacher: Probabilistic and Evidential Approaches}, | + | |
- | booktitle = {ASMDA 2001 : International Symposium on Applied Stochastic Models and Data Analysis}, | + | |
- | month = {June}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. A Mixture Model Approach for Classifying Doubtful labeled Data. Mixtures 2001, Hamburg, July, 2001. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m01a, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {A Mixture Model Approach for Classifying Doubtful labeled Data}, | + | |
- | booktitle = {Mixtures 2001}, | + | |
- | address = {Hamburg}, | + | |
- | month = {July}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Clustering and Models. Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @incollection{ambroise_m01c, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Clustering and Models}, | + | |
- | booktitle = {Classification, | + | |
- | address = {Berlin}, | + | |
- | publisher = {Springer Verlag}, | + | |
- | year = {2001}, | + | |
- | pages = {3-16} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Strategies for Getting the Highest Likelihood in Mixture Models. , Le Chesnay, France, September, Number 4255, 2001. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{biernacki_m01, | + | |
- | author = {C. Biernacki and G. Celeux and G. Govaert}, | + | |
- | title = {Strategies for Getting the Highest Likelihood in Mixture Models}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {September}, | + | |
- | year = {2001}, | + | |
- | number = {4255} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Les mélanges finis comme modèle de classification. Journées INRIA IS2, Grenoble, Mars, 2001. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m01a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Les m{\' | + | |
- | booktitle = {Journ{\' | + | |
- | address = {Grenoble}, | + | |
- | month = {Mars}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification automatique et mélange pour le diagnostic. journée analyse de données et diagnostic, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m01c, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification automatique et m{\' | + | |
- | booktitle = {journ{\' | + | |
- | address = {Paris}, | + | |
- | month = {18 mai}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification automatique et modèle de mélange pour les données spatiales. séminaire de l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m01d, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification automatique et mod{\`e}le de m{\' | + | |
- | booktitle = {s{\' | + | |
- | address = {Paris}, | + | |
- | month = {28 mai}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Modèle de mélange et cartes de Kohonen. séminaire Méthodes Neuronales, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m01e, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Mod{\`e}le de m{\' | + | |
- | booktitle = {s{\' | + | |
- | address = {Institut Henri Poincar{\' | + | |
- | month = {25 Octobre}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & G. Celeux. Modèles de mélange sur variable qualitatives et binaires. Journées INRIA IS2, Grenoble, Mars, 2001. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m01b, | + | |
- | author = {Govaert, G. and Celeux, G.}, | + | |
- | title = {Mod{\`e}les de m{\' | + | |
- | booktitle = {Journ{\' | + | |
- | address = {Grenoble}, | + | |
- | month = {Mars}, | + | |
- | year = {2001} | + | |
- | } | + | |
- | + | ||
- | 2000 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Mixture Models and Clustering (Invited). 24th Annual GfKl (Gesellschaft fur Klassifikation), | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m00a, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Mixture Models and Clustering (Invited)}, | + | |
- | booktitle = {24th Annual GfKl (Gesellschaft fur Klassifikation)}, | + | |
- | address = {University of Passau, Germany}, | + | |
- | month = {March 15-17}, | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. EM Algorithm for Partially Known Labels. Data Analysis, Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m00b, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {{EM} Algorithm for Partially Known Labels}, | + | |
- | booktitle = {Data Analysis, Classification, | + | |
- | address = {Berlin}, | + | |
- | month = {11-14 July}, | + | |
- | publisher = {Springer}, | + | |
- | year = {2000}, | + | |
- | pages = {161-166} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Clustering by Maximizing a Fuzzy Classification Maximum Likelihood Criterion. Compstat 2000, Prodeedings in Computational Statistics, 14th Symposium held in Utrecht, The Netherlands, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m00c, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Clustering by Maximizing a Fuzzy Classification Maximum Likelihood Criterion}, | + | |
- | booktitle = {Compstat 2000, Prodeedings in Computational Statistics, 14th Symposium held in Utrecht, The Netherlands}, | + | |
- | address = {Heidelberg}, | + | |
- | month = {21-25 August}, | + | |
- | year = {2000}, | + | |
- | pages = {186-192} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood. IEEE Transactions on Pattern Analysis and Machine Intelligence, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m00a, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood}, | + | |
- | month = {July}, | + | |
- | journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, | + | |
- | year = {2000}, | + | |
- | volume = {22}, | + | |
- | number = {7}, | + | |
- | pages = {719-725} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Stratégies algorithmiques pour maximiser la vraisemblance dans les modèles de mélange. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m00b, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Strat{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Fez, Maroc}, | + | |
- | month = {15-19 mai}, | + | |
- | year = {2000}, | + | |
- | pages = {140-143} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Strategies for Getting Likelihood in Mixture Models. JSM 2000, Indianapolis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m00c, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Strategies for Getting Likelihood in Mixture Models}, | + | |
- | booktitle = {JSM 2000}, | + | |
- | address = {Indianapolis}, | + | |
- | month = {August}, | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. Strategies for Getting Likelihood in Mixture Models. Workshop Franco-Portugais sur la classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m00d, | + | |
- | author = {Biernacki, C. and Celeux, G. and Govaert, G.}, | + | |
- | title = {Strategies for Getting Likelihood in Mixture Models}, | + | |
- | booktitle = {Workshop Franco-Portugais sur la classification}, | + | |
- | address = {Paris}, | + | |
- | month = {21-22 September}, | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification et modèles de mélange - Application aux données spatiales. Revue Internationale de géomatique, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m00a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification et mod{\`e}les de m{\' | + | |
- | journal = {Revue Internationale de g{\' | + | |
- | year = {2000}, | + | |
- | volume = {9}, | + | |
- | number = {4}, | + | |
- | pages = {457-470} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification et modèles de mélange - Application aux données spatiales. Journées Data Mining et Analyse du risque, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m00b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification et mod{\`e}les de m{\' | + | |
- | booktitle = {Journ{\' | + | |
- | address = {Versailles}, | + | |
- | month = {24-25 F{\' | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification de données temporelles. Workshop Franco-Portugais sur la classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m00c, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification de donn{\' | + | |
- | booktitle = {Workshop Franco-Portugais sur la classification}, | + | |
- | address = {Paris}, | + | |
- | month = {21-22 September}, | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification et Modèle de mélange ; application aux données spatiales. séminaire LEAD, Lisbonne, Portugal, 30 Novembre, 2000. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m00d, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification et Mod{\`e}le de m{\' | + | |
- | booktitle = {s{\' | + | |
- | address = {Lisbonne, Portugal}, | + | |
- | month = {30 Novembre}, | + | |
- | year = {2000} | + | |
- | } | + | |
- | + | ||
- | G. Putz & G. Govaert. Modèle de mélange Gaussien et qualité des mesures. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{putz_m00, | + | |
- | author = {Putz, G. and Govaert, G.}, | + | |
- | title = {Mod{\`e}le de m{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Fez, Maroc}, | + | |
- | month = {15-19 mai}, | + | |
- | year = {2000}, | + | |
- | pages = {645-648} | + | |
- | } | + | |
- | + | ||
- | 1999 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Classification spatiale utilisant des échantillons partiellement classés. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m99, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Classification spatiale utilisant des {\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Grenoble}, | + | |
- | month = {mai}, | + | |
- | year = {1999}, | + | |
- | pages = {407-410} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki; G. Celeux & G. Govaert. An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Pattern Recognition Letters, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m99a, | + | |
- | author = {Biernacki, C. and G. Celeux and G. Govaert}, | + | |
- | title = {An improvement of the NEC criterion for assessing the number of clusters in a mixture model}, | + | |
- | journal = {Pattern Recognition Letters}, | + | |
- | year = {1999}, | + | |
- | volume = {20}, | + | |
- | pages = {267-272} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Choosing Models in Model-Based Clustering and Discriminant Analysis. Journal of Statistical Computation and Simulation, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m99b, | + | |
- | author = {Biernacki, C. and G. Govaert}, | + | |
- | title = {Choosing Models in Model-Based Clustering and Discriminant Analysis}, | + | |
- | journal = {Journal of Statistical Computation and Simulation}, | + | |
- | year = {1999}, | + | |
- | volume = {64}, | + | |
- | pages = {49-71} | + | |
- | } | + | |
- | + | ||
- | M. Bzioui; M. Nadif & G. Govaert. Modèle de mélange croisé, estimation et classification. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{bzioui_m99a, | + | |
- | author = {Bzioui, M. and Nadif, M. and Govaert, G.}, | + | |
- | title = {Mod{\`e}le de m{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Grenoble}, | + | |
- | month = {mai}, | + | |
- | year = {1999}, | + | |
- | pages = {107-110} | + | |
- | } | + | |
- | + | ||
- | M. Bzioui; M. Nadif & G. Govaert. Mélanges de Bernoulli et Gaussiens dans la classification croisée. SFC-99, 7e journées de Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{bzioui_m99b, | + | |
- | author = {Bzioui, M. and Nadif, M. and Govaert, G.}, | + | |
- | title = {M{\' | + | |
- | booktitle = {SFC-99, 7e journ{\' | + | |
- | address = {Nancy}, | + | |
- | month = {Septembre}, | + | |
- | year = {1999}, | + | |
- | pages = {165-172} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Clustering of Spatial Incomplete Data Using a Fuzzy Classifying Likelihood. 14th International Workshop on Statistical Modelling, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m99a, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Clustering of Spatial Incomplete Data Using a Fuzzy Classifying Likelihood}, | + | |
- | booktitle = {14th International Workshop on Statistical Modelling}, | + | |
- | address = {Graz (Austria)}, | + | |
- | month = {July, 19-23}, | + | |
- | year = {1999}, | + | |
- | pages = {150-157} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Clustering of Spatial by Optimizing a Fuzzy Classifying Likelihood. Second European Conference on Highly Structured Stochastic Systems, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m99b, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Clustering of Spatial by Optimizing a Fuzzy Classifying Likelihood}, | + | |
- | booktitle = {Second European Conference on Highly Structured Stochastic Systems}, | + | |
- | address = {Pavia (Italy)}, | + | |
- | month = {14 - 18 September}, | + | |
- | year = {1999}, | + | |
- | pages = {78-81} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification automatique et modèle de mélange, conférence invitée. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m99, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification automatique et mod{\`e}le de m{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Grenoble}, | + | |
- | month = {mai}, | + | |
- | year = {1999}, | + | |
- | pages = {99-102} | + | |
- | } | + | |
- | + | ||
- | A. Lambert; M. Dang & G. Govaert. Generating validity regions using markovian spatial clustering. 9-th Int. conf. on Advanced Robotics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{lambert_m99, | + | |
- | author = {Lambert, A. and Dang, M. and Govaert, G.}, | + | |
- | title = {Generating validity regions using markovian spatial clustering}, | + | |
- | booktitle = {9-th Int. conf. on Advanced Robotics}, | + | |
- | address = {Tokyo (Japan)}, | + | |
- | year = {1999}, | + | |
- | pages = {369-374} | + | |
- | } | + | |
- | + | ||
- | 1998 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Convergence of an EM-type algorithm for spatial clustering. Pattern Recognition Letters, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{ambroise_m98, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Convergence of an {EM}-type algorithm for spatial clustering}, | + | |
- | journal = {Pattern Recognition Letters}, | + | |
- | year = {1998}, | + | |
- | volume = {19}, | + | |
- | pages = {919-927} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Choosing Models in Model-based Clustering and Discriminant Analysis. , Le Chesnay, France, October, Number 3509, 1998. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{biernacki_m98a, | + | |
- | author = {Biernacki, C. and Govaert, G.}, | + | |
- | title = {Choosing Models in Model-based Clustering and Discriminant Analysis}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {October}, | + | |
- | year = {1998}, | + | |
- | number = {3509} | + | |
- | } | + | |
- | + | ||
- | G. Biernacki, C.and Celeux & G. Govaert. Assessing a Mixture Model for Clustering with the Integrated Classification Likelihood. , Le Chesnay, France, October, Number 3521, 1998. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{biernacki_m98b, | + | |
- | author = {Biernacki, C.and Celeux, G. and Govaert, G.}, | + | |
- | title = {Assessing a Mixture Model for Clustering with the Integrated Classification Likelihood}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {October}, | + | |
- | year = {1998}, | + | |
- | number = {3521} | + | |
- | } | + | |
- | + | ||
- | M. Bzioui; M. Nadif & G. Govaert. Classification croisée et modèle. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{bzioui_m98, | + | |
- | author = {Bzioui, M. and Nadif, M. and Govaert, G.}, | + | |
- | title = {Classification crois{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Rennes}, | + | |
- | month = {mai}, | + | |
- | year = {1998}, | + | |
- | pages = {86-88} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Fuzzy Clustering of Spatial Binary Data. Kybernetika, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{dang_m98a, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Fuzzy Clustering of Spatial Binary Data}, | + | |
- | journal = {Kybernetika}, | + | |
- | year = {1998}, | + | |
- | volume = {34}, | + | |
- | number = {4}, | + | |
- | pages = {393-398} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Spatial Fuzzy Clustering using EM and Markov Random Fields. International Journal of System Research and Information Science, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{dang_m98b, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Spatial Fuzzy Clustering using {EM} and Markov Random Fields}, | + | |
- | journal = {International Journal of System Research and Information Science}, | + | |
- | year = {1998}, | + | |
- | volume = {8}, | + | |
- | number = {4}, | + | |
- | pages = {183-202} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Classification automatique de données spatiales incomplètes. ASU' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m98c, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Classification automatique de donn{\' | + | |
- | booktitle = {ASU' | + | |
- | address = {Rennes}, | + | |
- | month = {mai}, | + | |
- | year = {1998}, | + | |
- | pages = {153-155} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. A Clustering for Spatial Data: Evaluating Different Strategies. IFCS-98, 6th Conference of the International Federation of Classification Societies, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m98d, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {A Clustering for Spatial Data: Evaluating Different Strategies}, | + | |
- | booktitle = {IFCS-98, 6th Conference of the International Federation of Classification Societies}, | + | |
- | address = {R\^ome}, | + | |
- | month = {21-24 July}, | + | |
- | year = {1998}, | + | |
- | pages = {96-99} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Spatial Clustering Techniques: an Experimental Comparison. COMPSTAT 1998, Bristol (England), 24-28 August, 1998. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m98e, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Spatial Clustering Techniques: an Experimental Comparison}, | + | |
- | booktitle = {COMPSTAT 1998}, | + | |
- | address = {Bristol (England)}, | + | |
- | month = {24-28 August}, | + | |
- | year = {1998} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification Automatique et modèle de mélange. SFC-98, 6e journées de Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m98, | + | |
- | author = {G. Govaert}, | + | |
- | title = {Classification Automatique et mod{\`e}le de m{\' | + | |
- | booktitle = {SFC-98, 6e journ{\' | + | |
- | address = {Montpellier}, | + | |
- | month = {21-23 Septembre}, | + | |
- | year = {1998} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Clustering for binary data and mixture models: Choice of the model. Applied Stochastic Models and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{nadif_m98, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Clustering for binary data and mixture models: Choice of the model}, | + | |
- | journal = {Applied Stochastic Models and Data Analysis}, | + | |
- | year = {1998}, | + | |
- | volume = {13}, | + | |
- | pages = {269-278} | + | |
- | } | + | |
- | + | ||
- | 1997 | + | |
- | + | ||
- | A. Ambroise & G. Govaert. Spatial Clustering Based on Both Classified and Unclassified Observations. 10th European Colloquium on Theoretical and Quantitative Geography, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m97b, | + | |
- | author = {Ambroise, A. and Govaert, G.}, | + | |
- | title = {Spatial Clustering Based on Both Classified and Unclassified Observations}, | + | |
- | booktitle = {10th European Colloquium on Theoretical and Quantitative Geography}, | + | |
- | address = {Rostock, Germany}, | + | |
- | month = {September}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise; M. V. Dang & G. Govaert. Clustering of Spatial Data by The EM Algorithm. Geostatistics for Environmental Applications, | + | |
- | BibTeX: | + | |
- | + | ||
- | @incollection{ambroise_m97a, | + | |
- | author = {Ambroise, C. and Dang, M. V. and Govaert, G.}, | + | |
- | title = {Clustering of Spatial Data by The {EM} Algorithm}, | + | |
- | booktitle = {Geostatistics for Environmental Applications}, | + | |
- | publisher = {Kluwer Academic Publisher}, | + | |
- | year = {1997}, | + | |
- | series = {Quantitative Geology and Geostatistics}, | + | |
- | volume = {9}, | + | |
- | pages = {493-504} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Using the classification likelihood to choose the number of clusters. Computing Science and Statistics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{biernacki_m97a, | + | |
- | author = {Biernacki, C. and Govaert, G.}, | + | |
- | title = {Using the classification likelihood to choose the number of clusters}, | + | |
- | journal = {Computing Science and Statistics}, | + | |
- | year = {1997}, | + | |
- | volume = {29}, | + | |
- | number = {2}, | + | |
- | pages = {451-457} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Using the classification likelihood to choose the number of clusters. Second World Conference of the International Association for Statistical Computing, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m97b, | + | |
- | author = {Biernacki, C. and Govaert, G.}, | + | |
- | title = {Using the classification likelihood to choose the number of clusters}, | + | |
- | booktitle = {Second World Conference of the International Association for Statistical Computing}, | + | |
- | address = {Pasadena, USA}, | + | |
- | month = {February}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Choosing Gaussian Models in Discriminant Analysis. IV International Meeting of Multidimensional Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m97c, | + | |
- | author = {Biernacki, C. and Govaert, G.}, | + | |
- | title = {Choosing Gaussian Models in Discriminant Analysis}, | + | |
- | booktitle = {IV International Meeting of Multidimensional Data Analysis}, | + | |
- | address = {Bilbao, Spain}, | + | |
- | month = {September}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | G. Celeux; C. Biernacki & G. Govaert. Choosing models in model-based clustering and discriminant analysis. JSM' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m97, | + | |
- | author = {Celeux, G. and Biernacki, C. and Govaert, G.}, | + | |
- | title = {Choosing models in model-based clustering and discriminant analysis}, | + | |
- | booktitle = {JSM' | + | |
- | address = {Anaheim, USA}, | + | |
- | month = {August}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Fuzzy Clustering of Spatial Binary Data. Worshop on Statistical Techniques in Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m97a, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Fuzzy Clustering of Spatial Binary Data}, | + | |
- | booktitle = {Worshop on Statistical Techniques in Pattern Recognition}, | + | |
- | address = {Prague}, | + | |
- | month = {June}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | M. Dang & G. Govaert. Classification automatique de données spatiales binaires. XXIXieme journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{dang_m97b, | + | |
- | author = {Dang, M. and Govaert, G.}, | + | |
- | title = {Classification automatique de donn{\' | + | |
- | booktitle = {XXIXieme journ{\' | + | |
- | address = {Carcassonne}, | + | |
- | month = {mai}, | + | |
- | year = {1997} | + | |
- | } | + | |
- | + | ||
- | T. Denoeux & G. Govaert. Un algorithme de classification automatique non paramétrique. Compte rendus de l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{denoeux_m97, | + | |
- | author = {Denoeux, T. and Govaert, G.}, | + | |
- | title = {Un algorithme de classification automatique non param{\' | + | |
- | journal = {Compte rendus de l' | + | |
- | year = {1997}, | + | |
- | volume = {324}, | + | |
- | number = {6}, | + | |
- | pages = {673-678} | + | |
- | } | + | |
- | + | ||
- | 1996 | + | |
- | + | ||
- | C. Ambroise; M. V. Dang & G. Govaert. Clustering of spatial data by the EM algorithm. Model-Based Clustering and Spatial Process Workshop, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m96c, | + | |
- | author = {Ambroise, C. and Dang, M. V. and Govaert, G.}, | + | |
- | title = {Clustering of spatial data by the {EM} algorithm}, | + | |
- | booktitle = {Model-Based Clustering and Spatial Process Workshop}, | + | |
- | address = {Seattle, USA}, | + | |
- | month = {July}, | + | |
- | publisher = {University of Washington}, | + | |
- | year = {1996}, | + | |
- | pages = {263-272} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise; M. V. Dang & G. Govaert. Clustering of spatial data by the EM algorithm. GeoENV-96, 1st European Conference on Geostatistics for Environmental Application, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m96d, | + | |
- | author = {Ambroise, C. and Dang, M. V. and Govaert, G.}, | + | |
- | title = {Clustering of spatial data by the {EM} algorithm}, | + | |
- | booktitle = {GeoENV-96, 1st European Conference on Geostatistics for Environmental Application}, | + | |
- | address = {Lisbonne (Portugal)}, | + | |
- | month = {November}, | + | |
- | year = {1996}, | + | |
- | pages = {20-22} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Constrained Clustering and Kohonen Self-Organizing Maps. Journal of Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{ambroise_m96a, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Constrained Clustering and Kohonen Self-Organizing Maps}, | + | |
- | journal = {Journal of Classification}, | + | |
- | year = {1996}, | + | |
- | volume = {13}, | + | |
- | number = {2}, | + | |
- | pages = {299-313} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Analyzing Dissimilarity Matrices via Kohonen Maps. IFCS-96, 5th Conference of the International Federation of Classification Societies, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m96b, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Analyzing Dissimilarity Matrices via Kohonen Maps}, | + | |
- | booktitle = {IFCS-96, 5th Conference of the International Federation of Classification Societies}, | + | |
- | address = {Kobe (Japan)}, | + | |
- | month = {27-30 Mars}, | + | |
- | year = {1996}, | + | |
- | volume = {2}, | + | |
- | pages = {96-99} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G. Govaert. Comparaison de critères en classification pour la détection de modèles gaussiens parcimonieux. 7ieme Journees de la Société Francophone de Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m96, | + | |
- | author = {Biernacki, C. and Govaert, G.}, | + | |
- | title = {Comparaison de crit{\`e}res en classification pour la d{\' | + | |
- | booktitle = {7ieme Journees de la Soci{\' | + | |
- | address = {Vannes}, | + | |
- | month = {Septembre}, | + | |
- | year = {1996}, | + | |
- | pages = {7-10} | + | |
- | } | + | |
- | + | ||
- | T. Denoeux & G. Govaert. Combined supervised and unsupervised learning for system diagnosis using Dempster-Shafer theory. CESA' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{denoeux_m96, | + | |
- | author = {Denoeux, T. and Govaert, G.}, | + | |
- | title = {Combined supervised and unsupervised learning for system diagnosis using Dempster-Shafer theory}, | + | |
- | booktitle = {CESA' | + | |
- | address = {Lille}, | + | |
- | month = {July 9-12}, | + | |
- | year = {1996}, | + | |
- | volume = {1}, | + | |
- | pages = {104-109} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Analyse des données multidimensionnelles by H. Rouanet et B. Le Roux (Book review). Journal of Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m96b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Analyse des donn{\' | + | |
- | journal = {Journal of Classification}, | + | |
- | year = {1996}, | + | |
- | volume = {13}, | + | |
- | number = {1}, | + | |
- | pages = {173-174} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & N. Nadif. Comparison of the mixture and the classification maximum likelihood in cluster analysis when data are binary. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m96a, | + | |
- | author = {Govaert, G. and Nadif, N.}, | + | |
- | title = {Comparison of the mixture and the classification maximum likelihood in cluster analysis when data are binary}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {1996}, | + | |
- | volume = {23}, | + | |
- | pages = {65-81} | + | |
- | } | + | |
- | + | ||
- | M. Nadif; F. Marchetti & G. Govaert. Approche vraisemblance et vraisemblance classifiante en classification de données qualitatives. XXVIII èmes Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{nadif_m96, | + | |
- | author = {Nadif, M. and Marchetti, F. and Govaert, G. }, | + | |
- | title = {Approche vraisemblance et vraisemblance classifiante en classification de donn{\' | + | |
- | booktitle = {XXVIII {\`e}mes Journ{\' | + | |
- | address = {Quebec (Canada)}, | + | |
- | month = {27-30 mai}, | + | |
- | year = {1996} | + | |
- | } | + | |
- | + | ||
- | 1995 | + | |
- | + | ||
- | C. Ambroise & G Govaert. Contiguity Constraints and the EM algorithm. International Workshop on statistical Mixture Modelling, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m95a, | + | |
- | author = {Ambroise, C. and Govaert, G}, | + | |
- | title = {Contiguity Constraints and the {EM} algorithm}, | + | |
- | booktitle = {International Workshop on statistical Mixture Modelling}, | + | |
- | address = {Aussois (France)}, | + | |
- | month = {17-21 Septembre}, | + | |
- | year = {1995} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Self-Organisation for Gaussian Parsimonious Clustering. Proceeding of ICANN1995, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m95b, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Self-Organisation for Gaussian Parsimonious Clustering}, | + | |
- | booktitle = {Proceeding of ICANN1995}, | + | |
- | address = {Paris}, | + | |
- | month = {Octobre}, | + | |
- | year = {1995}, | + | |
- | volume = {1}, | + | |
- | pages = {425-430} | + | |
- | } | + | |
- | + | ||
- | C. Biernacki & G Govaert. Penalized Criterion and Model Selection for Clustering. International Workshop on statistical Mixture Modelling, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{biernacki_m95, | + | |
- | author = {Biernacki, C. and Govaert, G}, | + | |
- | title = {Penalized Criterion and Model Selection for Clustering}, | + | |
- | booktitle = {International Workshop on statistical Mixture Modelling}, | + | |
- | address = {Aussois (France)}, | + | |
- | month = {17-21 Septembre}, | + | |
- | year = {1995} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Gaussian Parsimonious Clustering Models. Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{celeux_m95, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Gaussian Parsimonious Clustering Models}, | + | |
- | journal = {Pattern Recognition}, | + | |
- | year = {1995}, | + | |
- | volume = {28}, | + | |
- | number = {5}, | + | |
- | pages = {781-793} | + | |
- | } | + | |
- | + | ||
- | J. Fechtenbaum; | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m95b, | + | |
- | author = {Fechtenbaum, | + | |
- | title = {Comparaison des param{\`e}tres morphom{\' | + | |
- | journal = {Revue du Rhumatisme, 62e ann{\' | + | |
- | year = {1995}, | + | |
- | volume = {10}, | + | |
- | number = {abstract B124} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Simultaneous Clustering of Rows and Columns. Control and Cybernetics , Volume 24, Number 4, Pages 437-458, 1995. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m95a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Simultaneous Clustering of Rows and Columns}, | + | |
- | journal = {Control and Cybernetics }, | + | |
- | year = {1995}, | + | |
- | volume = {24}, | + | |
- | number = {4}, | + | |
- | pages = {437-458} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Gaussian Parsimonious Clustering Models. International Workshop on statistical Mixture Modelling, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m95d, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Gaussian Parsimonious Clustering Models}, | + | |
- | booktitle = {International Workshop on statistical Mixture Modelling}, | + | |
- | address = {Aussois (France)}, | + | |
- | month = {17-21 Septembre}, | + | |
- | year = {1995} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Clustering for binary data and mixture models. Choice of the model. 7th International Symposium on Applied Stochastic Models and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m95c, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Clustering for binary data and mixture models. Choice of the model}, | + | |
- | booktitle = {7th International Symposium on Applied Stochastic Models and Data Analysis}, | + | |
- | address = {Dublin (Irlande)}, | + | |
- | month = {12-15 Juin}, | + | |
- | year = {1995}, | + | |
- | pages = {430-439, | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Van Dang. Classification et modèles de mélange, méthode de détection du modèle sous-jacent. 3e Journées de la Société Francophones de Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m95e, | + | |
- | author = {Govaert, G. and Van Dang, M.}, | + | |
- | title = {Classification et mod{\`e}les de m{\' | + | |
- | booktitle = {3e Journ{\' | + | |
- | address = {Namur (Belgique)}, | + | |
- | month = {28-29 Septembre}, | + | |
- | year = {1995}, | + | |
- | pages = {12-13} | + | |
- | } | + | |
- | + | ||
- | 1994 | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Mapping Water Preserving Quality with Topology Preserving Algorithmms. Conference on Environmetrics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m94a, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Mapping Water Preserving Quality with Topology Preserving Algorithmms}, | + | |
- | booktitle = {Conference on Environmetrics}, | + | |
- | address = {Burlington (Canada)}, | + | |
- | month = {12-15 August}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | C. Ambroise & G. Govaert. Une Interprétation des Cartes Auto-organisatrices de Kohonen via l' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{ambroise_m94b, | + | |
- | author = {Ambroise, C. and Govaert, G.}, | + | |
- | title = {Une Interpr{\' | + | |
- | booktitle = {Secondes Rencontres de la Soci{\' | + | |
- | address = {Tours (France)}, | + | |
- | month = {12-13 Septembre}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Fuzzy Clustering and Mixture Models. COMPSTAT 1994, Vienne (Autriche), 22-26 August, 1994. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m94a, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Fuzzy Clustering and Mixture Models}, | + | |
- | booktitle = {COMPSTAT 1994}, | + | |
- | address = {Vienne (Autriche)}, | + | |
- | month = {22-26 August}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | I. Collin; D. Meizel; N. Le Fort & G. Govaert. Local Map Design and Task Fonction Planning for Mobile Robots. International Symposium on Intelligent Robotic System' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{collin_m94a, | + | |
- | author = {Collin, I. and Meizel, D. and Le Fort, N. and Govaert, G.}, | + | |
- | title = {Local Map Design and Task Fonction Planning for Mobile Robots}, | + | |
- | booktitle = {International Symposium on Intelligent Robotic System' | + | |
- | address = {Grenoble}, | + | |
- | month = {11-15 Juillet}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | I. Collin; D. Meizel; N. Le Fort & G. Govaert. Local Map Design and Task Fonction Planning for Mobile Robots. IROS' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{collin_m94b, | + | |
- | author = {Collin, I. and Meizel, D. and Le Fort, N. and Govaert, G.}, | + | |
- | title = {Local Map Design and Task Fonction Planning for Mobile Robots}, | + | |
- | booktitle = {IROS' | + | |
- | address = {Munich (Allemagne)}, | + | |
- | month = {12-16 September}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | Celeux G. & Govaert G.. Gaussian Parsimonious Clustering Models. Workshop on Mixture Modeling in Cluster Analysis and Times Series, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m94b, | + | |
- | author = {Celeux G. and Govaert G.}, | + | |
- | title = {Gaussian Parsimonious Clustering Models}, | + | |
- | booktitle = {Workshop on Mixture Modeling in Cluster Analysis and Times Series}, | + | |
- | address = {Seattle (USA)}, | + | |
- | month = {july}, | + | |
- | publisher = {University of Washington}, | + | |
- | year = {1994}, | + | |
- | pages = {181-203} | + | |
- | } | + | |
- | + | ||
- | F. Marchetti; M. Nadif & G. Govaert. Comparaison de Méthodes de Classification de Données Qualitatives Basées sur des Modèles Probabilistes. XXVI èmes Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{marchetti_m94, | + | |
- | author = {Marchetti, F. and Nadif, M. and Govaert, G. }, | + | |
- | title = {Comparaison de M{\' | + | |
- | booktitle = {XXVI {\`e}mes Journ{\' | + | |
- | address = {Neuch{\^a}tel (Suisse)}, | + | |
- | month = {24-27 mai}, | + | |
- | year = {1994} | + | |
- | } | + | |
- | + | ||
- | 1993 | + | |
- | + | ||
- | G. Celeux & G. Govaert. Comparison of the mixture and the classification maximum likelihood in cluster analysis. J. Statist. Comput. Simul., | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{celeux_m93a, | + | |
- | author = {Celeux,G. and Govaert, G.}, | + | |
- | title = {Comparison of the mixture and the classification maximum likelihood in cluster analysis}, | + | |
- | journal = {J. Statist. Comput. Simul.}, | + | |
- | year = {1993}, | + | |
- | volume = {47}, | + | |
- | pages = {127-146} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. A Gaussian Parsimonious Clustering Model Allowing different size clusters. IFCS 93, 4th Conference of the International Federation of Classification Societies, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m93b, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {A Gaussian Parsimonious Clustering Model Allowing different size clusters}, | + | |
- | booktitle = {IFCS 93, 4th Conference of the International Federation of Classification Societies}, | + | |
- | address = {Paris (France)}, | + | |
- | year = {1993} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. A Gaussian Parsimonious Clustering Model Allowing different size clusters. , Le Chesnay, France, Setembre, Number 2028, 1993. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{celeux_m93c, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {A Gaussian Parsimonious Clustering Model Allowing different size clusters}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Setembre}, | + | |
- | year = {1993}, | + | |
- | number = {2028} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M Nadif. Comparaison des approches vraisemblance et vraisemblance Classifiante en Classification de données binaires. XXVièmes Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m93a, | + | |
- | author = {Govaert, G. and Nadif, M}, | + | |
- | title = {Comparaison des approches vraisemblance et vraisemblance Classifiante en Classification de donn{\' | + | |
- | booktitle = {XXVi{\`e}mes Journ{\' | + | |
- | address = {Vannes (France)}, | + | |
- | year = {1993} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & M. Nadif. Modèles de mélanges binaires; approches vraisemblance et vraisemblance classifiante. Rencontres Franco-Belges des statisticiens, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m93b, | + | |
- | author = {Govaert, G. and Nadif, M.}, | + | |
- | title = {Mod{\`e}les de m{\' | + | |
- | booktitle = {Rencontres Franco-Belges des statisticiens}, | + | |
- | address = {Namur (Belgique)}, | + | |
- | year = {1993} | + | |
- | } | + | |
- | + | ||
- | M. Nadif & G. Govaert. Binary clustering with missing data. Applied Stochastic Models and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{nadif_m93, | + | |
- | author = {Nadif, M. and Govaert, G.}, | + | |
- | title = {Binary clustering with missing data}, | + | |
- | journal = {Applied Stochastic Models and Data Analysis}, | + | |
- | year = {1993}, | + | |
- | volume = {10}, | + | |
- | pages = {59-71} | + | |
- | } | + | |
- | + | ||
- | 1992 | + | |
- | + | ||
- | G. Celeux & G. Govaert. A Classification EM Algorithm for Clustering and Two Stochastic Versions. Computational Statistics and Data Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{celeux_m92a, | + | |
- | author = {Celeux,G. and Govaert, G.}, | + | |
- | title = {A Classification {EM} Algorithm for Clustering and Two Stochastic Versions}, | + | |
- | journal = {Computational Statistics and Data Analysis}, | + | |
- | year = {1992}, | + | |
- | volume = {14}, | + | |
- | number = {3}, | + | |
- | pages = {315-332} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. A Gaussian Parsimonious Clustering Model Allowing different size clusters. 7th International Conference on Multivariate Analysis, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m92b, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {A Gaussian Parsimonious Clustering Model Allowing different size clusters}, | + | |
- | booktitle = {7th International Conference on Multivariate Analysis}, | + | |
- | address = {Barcelone (Espagne)}, | + | |
- | year = {1992} | + | |
- | } | + | |
- | + | ||
- | 1991 | + | |
- | + | ||
- | G. Celeux & G. Govaert. Clustering Criteria for Discrete Data and Latent Class Models. Journal of Classification, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{celeux_m91a, | + | |
- | author = {Celeux,G. and Govaert, G.}, | + | |
- | title = {Clustering Criteria for Discrete Data and Latent Class Models}, | + | |
- | journal = {Journal of Classification}, | + | |
- | year = {1991}, | + | |
- | volume = {8}, | + | |
- | number = {2}, | + | |
- | pages = {157-176} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Practical Behaviour of a penalized CML criterion for clustering small samples. IFCS 91, 3th Conference of the International Federation of Classification Societies, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m91b, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Practical Behaviour of a penalized CML criterion for clustering small samples}, | + | |
- | booktitle = {IFCS 91, 3th Conference of the International Federation of Classification Societies}, | + | |
- | address = {Edimbourg (Scotland)}, | + | |
- | year = {1991} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. A classification EM algorithm for clustering and two stochastic versions. , Le Chesnay, France, Setembre, Number 1364, 1991. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{celeux_m91c, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {A classification {EM} algorithm for clustering and two stochastic versions}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Setembre}, | + | |
- | year = {1991}, | + | |
- | number = {1364} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Comparison of the mixture and the classification maximum likelihood in cluster analysis. , Le Chesnay, France, Setembre, Number 1517, 1991. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{celeux_m91d, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Comparison of the mixture and the classification maximum likelihood in cluster analysis}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Setembre}, | + | |
- | year = {1991}, | + | |
- | number = {1517} | + | |
- | } | + | |
- | + | ||
- | 1990 | + | |
- | + | ||
- | G. Celeux & G. Govaert. Stochastic Algorithms for Clustering. Compstat 2000, Prodeedings in Computational Statistics, 14th Symposium, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m90, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Stochastic Algorithms for Clustering}, | + | |
- | booktitle = {Compstat 2000, Prodeedings in Computational Statistics, 14th Symposium}, | + | |
- | address = {Dubrovnik}, | + | |
- | year = {1990} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification binaire et modèles. Revue de Statistique Appliquée, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m90a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification binaire et mod{\`e}les}, | + | |
- | journal = {Revue de Statistique Appliqu{\' | + | |
- | year = {1990}, | + | |
- | volume = {XXXVIII}, | + | |
- | number = {1}, | + | |
- | pages = {67-81} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Modèle de classification et distance dans le cas discret. , Compiègne, France, 1990. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{govaert_m90b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Mod{\`e}le de classification et distance dans le cas discret}, | + | |
- | address = {Compi{\`e}gne, | + | |
- | year = {1990} | + | |
- | } | + | |
- | + | ||
- | Before 1990 | + | |
- | + | ||
- | G. Celeux; E. Diday; G. Govaert; Y. Lechevallier & H. Ralambondrainy. Classification automatique des données : environnement statistique et informatique . , Paris, Dunod, 1989. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @book{celeux_m89a, | + | |
- | author = {Celeux, G. and Diday, E. and Govaert, G. and Lechevallier, | + | |
- | title = { Classification automatique des donn{\' | + | |
- | address = {Paris}, | + | |
- | publisher = {Dunod}, | + | |
- | year = {1989} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Clustering Criteria for Discrete Data and Latent Class Models. IFCS 89, 2th Conference of the International Federation of Classification Societies, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{celeux_m89b, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Clustering Criteria for Discrete Data and Latent Class Models}, | + | |
- | booktitle = {IFCS 89, 2th Conference of the International Federation of Classification Societies}, | + | |
- | address = {Charlottsville (USA)}, | + | |
- | year = {1989} | + | |
- | } | + | |
- | + | ||
- | G. Celeux & G. Govaert. Clustering criteria for discrete data and latent class models. , Le Chesnay, France, Novembre, Number 1122, 1989. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{celeux_m89c, | + | |
- | author = {Celeux, G. and Govaert, G.}, | + | |
- | title = {Clustering criteria for discrete data and latent class models}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Novembre}, | + | |
- | year = {1989}, | + | |
- | number = {1122} | + | |
- | } | + | |
- | + | ||
- | E. Diday & G. Govaert. Classification automatique avec distances adaptatives. RAIRO Informatique/ | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{diday_m77, | + | |
- | author = {Diday, E. and Govaert, G.}, | + | |
- | title = {Classification automatique avec distances adaptatives}, | + | |
- | journal = {RAIRO Informatique/ | + | |
- | year = {1977}, | + | |
- | volume = {11}, | + | |
- | number = {4}, | + | |
- | pages = {329-349} | + | |
- | } | + | |
- | + | ||
- | E. Diday & G. Govaert. Apprentissage et mesures de ressemblance adaptatives. Computer Oriented Learning Processes, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{diday_m76, | + | |
- | author = {Diday, E. and Govaert, G.}, | + | |
- | title = {Apprentissage et mesures de ressemblance adaptatives}, | + | |
- | booktitle = {Computer Oriented Learning Processes}, | + | |
- | address = {Leyden}, | + | |
- | publisher = {Noordhoff}, | + | |
- | year = {1976}, | + | |
- | series = {Nato Advanced Study Institutes Series, series E: Applied Science}, | + | |
- | volume = {9}, | + | |
- | number = {14}, | + | |
- | pages = {299-320} | + | |
- | } | + | |
- | + | ||
- | E. Diday & G. Govaert. Classification avec distance adaptative. C. R. Acad. Sc. Paris, série A, Volume 278, Pages 993-995, 1974. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{diday_m74a, | + | |
- | author = {Diday, E. and Govaert, G.}, | + | |
- | title = {Classification avec distance adaptative}, | + | |
- | journal = {C. R. Acad. Sc. Paris, s{\' | + | |
- | year = {1974}, | + | |
- | volume = {278}, | + | |
- | pages = {993-995} | + | |
- | } | + | |
- | + | ||
- | E. Diday & G. Govaert. Apprentissage et mesures de ressemblance adaptatives. Nato Advanced Study Institutes Series on Computer Oriented Learning Processes, | + | |
- | BibTeX: | + | |
- | + | ||
- | @proceedings{diday_m74b, | + | |
- | author = {Diday, E. and Govaert, G.}, | + | |
- | title = {Apprentissage et mesures de ressemblance adaptatives}, | + | |
- | booktitle = {Nato Advanced Study Institutes Series on Computer Oriented Learning Processes}, | + | |
- | address = {Bonas}, | + | |
- | month = {Septembre}, | + | |
- | year = {1974} | + | |
- | } | + | |
- | + | ||
- | E. Diday & G. Govaert. Apprentissage et mesures de ressemblance adaptatives. , Le Chesnay, France, Novembre, Number 89, 1974. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{diday_m74c, | + | |
- | author = {Diday, E. and Govaert, G.}, | + | |
- | title = {Apprentissage et mesures de ressemblance adaptatives}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Novembre}, | + | |
- | year = {1974}, | + | |
- | number = {89} | + | |
- | } | + | |
- | + | ||
- | E Diday; G. Govaert; Y. Lechevallier & J. Sidi. Clustering in Pattern Recognition. NATO Conference Series, (Series) 4: Marine Sciences, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{diday_m80a, | + | |
- | author = {Diday, E and Govaert, G. and Lechevallier, | + | |
- | title = {Clustering in Pattern Recognition}, | + | |
- | booktitle = {NATO Conference Series, (Series) 4: Marine Sciences}, | + | |
- | address = {Holland}, | + | |
- | month = {July}, | + | |
- | publisher = {Dordrecht}, | + | |
- | year = {1980}, | + | |
- | pages = {424-429} | + | |
- | } | + | |
- | + | ||
- | E Diday; G. Govaert; Y. Lechevallier & J. Sidi. Clustering in Pattern Recognition. Fourth International Joint Conference on Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{diday_m80b, | + | |
- | author = {Diday, E and Govaert, G. and Lechevallier, | + | |
- | title = {Clustering in Pattern Recognition}, | + | |
- | booktitle = {Fourth International Joint Conference on Pattern Recognition}, | + | |
- | address = {Miami}, | + | |
- | year = {1980}, | + | |
- | pages = {284-290} | + | |
- | } | + | |
- | + | ||
- | E Diday; G. Govaert & Lemoine Y.. A new kind of representation in clustering. Fourth International Joint Conference on Pattern Recognition, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{diday_m78, | + | |
- | author = {Diday, E and Govaert, G. and Lemoine Y.}, | + | |
- | title = {A new kind of representation in clustering}, | + | |
- | booktitle = {Fourth International Joint Conference on Pattern Recognition}, | + | |
- | address = {Kyoto}, | + | |
- | year = {1978}, | + | |
- | pages = {284-290} | + | |
- | } | + | |
- | + | ||
- | Diday, E. et Collaborateurs. Optimisation et classification automatique. , Rocquencourt, | + | |
- | BibTeX: | + | |
- | + | ||
- | @book{diday_m79, | + | |
- | author = {{Diday, E. et Collaborateurs}}, | + | |
- | title = {Optimisation et classification automatique}, | + | |
- | address = {Rocquencourt}, | + | |
- | publisher = {INRIA}, | + | |
- | year = {1979} | + | |
- | } | + | |
- | + | ||
- | F. Facy; G. Govaert & F. Davidson. Analyse Typologique de Données Qualitatives en Epidémiologie du petit enfant. XIVe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{facy_m82b, | + | |
- | author = {Facy, F. and Govaert, G. and Davidson, F.}, | + | |
- | title = {Analyse Typologique de Donn\' | + | |
- | booktitle = {XIVe Journ\' | + | |
- | address = {Bruselles (Belgique)}, | + | |
- | year = {1982} | + | |
- | } | + | |
- | + | ||
- | F. Facy; G. Govaert & F. Laurent. Analyse typologique de données chronologiques en santé publique. Revue de Statistique Appliquée, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{facy_m84, | + | |
- | author = {Facy, F. and Govaert, G. and Laurent, F.}, | + | |
- | title = {Analyse typologique de donn\' | + | |
- | journal = {Revue de Statistique Appliqu\' | + | |
- | year = {1984}, | + | |
- | volume = {XXXII}, | + | |
- | number = {3}, | + | |
- | pages = {43-61} | + | |
- | } | + | |
- | + | ||
- | F. Facy; G. Govaert & F. Laurent. Analyse Typologique de Données Qualitatives Chronologiques en Santé Publique. XIIe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{facy_m82a, | + | |
- | author = {Facy, F. and Govaert, G. and Laurent, F.}, | + | |
- | title = {Analyse Typologique de Donn\' | + | |
- | booktitle = {XIIe Journ\' | + | |
- | address = {Bruselles (Belgique)}, | + | |
- | year = {1982} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. La classification croisée. La revue de Modulad, | + | |
- | BibTeX: | + | |
- | + | ||
- | @article{govaert_m89a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {La classification crois{\' | + | |
- | month = {D{\' | + | |
- | journal = {La revue de Modulad}, | + | |
- | year = {1989}, | + | |
- | volume = {4}, | + | |
- | pages = {9-36} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Clustering Model and Metric with Continuous Data. Data Analysis, Learning Symbolic and Numeric Knowledge, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m89b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Clustering Model and Metric with Continuous Data}, | + | |
- | booktitle = {Data Analysis, Learning Symbolic and Numeric Knowledge}, | + | |
- | address = {New York}, | + | |
- | publisher = {Nova Science Publishers, Inc.}, | + | |
- | year = {1989}, | + | |
- | pages = {95-102} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Modèle de classification et distance dans le cas continu. , Le Chesnay, France, Mars, Number 988, 1989. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{govaert_m89e, | + | |
- | author = {Govaert, | + | |
- | title = {Mod{\`e}le de classification et distance dans le cas continu}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Mars}, | + | |
- | year = {1989}, | + | |
- | number = {988} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification simultanée de tableaux binaires. Data analysis and informatics 3, Amsterdam, Pages 223-236, North-Holland, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m84a, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification simultan\' | + | |
- | booktitle = {Data analysis and informatics 3}, | + | |
- | address = {Amsterdam}, | + | |
- | publisher = {North-Holland}, | + | |
- | year = {1984}, | + | |
- | pages = {223-236} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification croisée de questionnaires. XVIe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m84b, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification crois\' | + | |
- | booktitle = {XVIe Journ\' | + | |
- | address = {Montpellier}, | + | |
- | year = {1984} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification croisée. School: Université Paris 6, France, 1983. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @phdthesis{govaert_m83, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification crois\' | + | |
- | address = {France}, | + | |
- | school = {Universit\' | + | |
- | year = {1983} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification automatique et analyse factorielle. XIIIe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{facy_m81, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification automatique et analyse factorielle}, | + | |
- | booktitle = {XIIIe Journ\' | + | |
- | address = {Nancy}, | + | |
- | year = {1981} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification dans le temps. Xe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m80, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification dans le temps}, | + | |
- | booktitle = {Xe Journ\' | + | |
- | address = {Toulouse}, | + | |
- | year = {1980} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Algorithme de classification d'un tableau de contingence. First international symposium on data analysis and informatics, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m77, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Algorithme de classification d'un tableau de contingence}, | + | |
- | booktitle = {First international symposium on data analysis and informatics}, | + | |
- | address = {Versailles}, | + | |
- | publisher = {INRIA}, | + | |
- | year = {1977}, | + | |
- | pages = {487-500} | + | |
- | } | + | |
- | + | ||
- | G. Govaert. Classification automatique et distances adaptatives. School: Université Paris 6, France, 1975. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @phdthesis{govaert_m75, | + | |
- | author = {Govaert, G.}, | + | |
- | title = {Classification automatique et distances adaptatives}, | + | |
- | address = {France}, | + | |
- | school = {Universit{\' | + | |
- | year = {1975} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & F. Marchetti. Classification binaire et modèle probabiliste. XXIe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m89d, | + | |
- | author = {Govaert, G. and Marchetti, F.}, | + | |
- | title = {Classification binaire et mod{\`e}le probabiliste}, | + | |
- | booktitle = {XXIe Journ{\' | + | |
- | address = {Rennes}, | + | |
- | year = {1989} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & F. Marchetti. Classification de données binaires et mesure d' | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m88a, | + | |
- | author = {Govaert, G. and Marchetti, F.}, | + | |
- | title = {Classification de donn{\' | + | |
- | booktitle = {XXIe Journ{\' | + | |
- | address = {Grenoble}, | + | |
- | year = {1988} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & F. Marchetti. Modèle de classification et distance dans le cas discret. , Metz, France, 1988. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{govaert_m88b, | + | |
- | author = {Govaert, G. and Marchetti, F.}, | + | |
- | title = {Mod{\`e}le de classification et distance dans le cas discret}, | + | |
- | address = {Metz, France}, | + | |
- | year = {1988} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & F. Marchetti. Classification binaire et Modèle. , Le Chesnay, France, Decembre, Number 949, 1988. [BibTeX] | + | |
- | BibTeX: | + | |
- | + | ||
- | @techreport{govaert_m88c, | + | |
- | author = {Govaert, G. and Marchetti, F.}, | + | |
- | title = {Classification binaire et Mod\`ele}, | + | |
- | address = {Le Chesnay, France}, | + | |
- | month = {Decembre}, | + | |
- | year = {1988}, | + | |
- | number = {949} | + | |
- | } | + | |
- | + | ||
- | G. Govaert & F. Marchetti. Classification de données binaires et qualitatives. XIXe Journées de Statistiques, | + | |
- | BibTeX: | + | |
- | + | ||
- | @inproceedings{govaert_m87, | + | |
- | author = {Govaert, G. and Marchetti, F.}, | + | |
- | title = {Classification de donn\' | + | |
- | booktitle = {XIXe Journ\' | + | |
- | address = {Lausanne}, | + | |
- | year = {1987} | + | |
- | } | + | |
- | + | ||
- | Y. Lechevallier; | + | |
- | + | ||
- | </html> | + | |