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BERTRAND Patrice
Other activities and responsibilities
1) responsable français du projet de recherche PHC (Partenariat Hubert Curien) UTIQUE 'Algorithmes de Data Mining : Amélioration et Validation des Résultats'. 2) Représentant de la SFC (Société Francophone de Classification) auprès de l'IFCS (Fédération Internationale des Sociétés de Classification)
Education and qualification
Ph.D.
Mathématiques appliquées et applications (1986 - Université Paris-Dauphine)Fields of teaching, research and professionnal competence
Fields of teaching
- Analyse et fouille de données
- Graphes : modélisation et algorithmes
- Statististiques (lois, échantillons, tests)
- Apprentissage statistique
Fields of research
- Mathématiques appliquées et applications
- Classification automatique: théorie et validation
- Mathématiques discrètes et classification
Fields of Expertise
- Fouilles de données
Fields professionnal competence
Number of theses guided and sustained : 1
Number of theses in process : 1
Publications BERTRAND Patrice
2012
Working Papers
- De Melo, Filipe M. ; Bertrand, Patrice ; De A. T. De Carvalho, Francisco . Batch self-organizing maps based on city-block distances for interval variables. Université Paris-Dauphine . 2012 .
- El Moubarki, Lassad ; Bertrand, Patrice ; Bel Mufti, Ghazi . Decomposition of the Rand index in order to assess both the stability and the number of clusters of a partition. Université Paris-Dauphine . 2012 .
- Diatta, Jean ; Bertrand, Patrice . Correspondences between Pre-pyramids, Pyramids and Robinsonian Dissimilarities. Université Paris-Dauphine . 2012 .
2010
Articles
- Bertrand, Patrice . Classifications en classes recouvrantes ou non, et leurs dissimilarités. Mathématiques et Sciences Humaines. Volume 2. n° 190. 2010. pages 59-87. EHESS. DOI http://msh.revues.org/11737.
2008
Articles
- Bertrand, Patrice . Systems of sets such that each set properly intersects at most one other set - Application to cluster analysis. Discrete Applied Mathematics. Volume 156. n° 8. 2008. pages 1220-1236. Elsevier. DOI http://dx.doi.org/10.1016/j.dam.2007.05.023.
Book chapters
- Bertrand, Patrice ; Bel Mufti, Ghazi . Stability measures for assessing a partition and its clusters: application to symbolic data sets.. E. Diday (Editor), M. Noirhomme-Fraiture (Co-Editor). Symbolic Data Analysis and the SODAS Software.. Chichester. 2008.
2007
Book chapters
- Brucker, François ; Bertrand, Patrice . On Lower-Maximal Paired-Ultrametrics. Bertrand, P.; Brito, P.; De Carvalho, F.; Cucumel, G.. Selected Contributions in Data Analysis and Classification. Berlin. 2007. pages 455-464.
- Csernel, Marc ; Bertrand, Patrice . Sanskrit Manuscript Comparison for Critical Edition and Classification. Brito, P.; Bertrand, P.; Cucumel, G.; De Carvalho, F.. Selected Contributions in Data Analysis and Classification. Berlin. 2007. pages 557-566.
2006
Articles
- Bertrand, Patrice ; Bel Mufti, Ghazi . Loevinger's measures of rule quality for assessing cluster stability. Computational Statistics and Data Analysis. Volume 50. n° 4. 2006. pages 992-1015. Elsevier. DOI http://dx.doi.org/10.1016/j.csda.2004.10.012.
2005
Articles
- Bertrand, Patrice ; Csernel, Marc . Comparaison de manuscrits sanskrits (édition critique et classification). Revue MODULAD. n° 33. 2005. pages 1-20. Association MODULAD.
Book chapters
- Chelcea, Sergio ; Bertrand, Patrice ; Trousse, Brigitte . A New Agglomerative 2-3 Hierarchical Clustering Algorithm. Baier, D.; Wernecke, K.-D.. Innovations in Classification, Data Science, and Information Systems. Berlin. 2005. pages 3-10.
2003
Articles
- Bertrand, Patrice ; Janowitz, Melvin F. . The k-weak hierarchical representations: an extension of the indexed closed weak hierarchies. Discrete Applied Mathematics. Volume 127. n° 2. 2003. pages 199-220. Elsevier. DOI http://dx.doi.org/10.1016/S0166-218X(02)00206-8.
2002
Articles
- Bertrand, Patrice ; Janowitz, Melvin F. . Pyramids and Weak Hierarchies in The Ordinal Model for Clustering. Discrete Applied Mathematics. Volume 122. n° 1-3. 2002. pages 55-81. Elsevier. DOI http://dx.doi.org/10.1016/S0166-218X(01)00354-7.
Working Papers
- Bertrand, Patrice . Set systems for which each set properly intersects at most one other set - Application to pyramidal clustering. Université Paris-Dauphine . 2002 .
2000
Articles
- Bertrand, Patrice . Set Systems and Dissimilarities. European Journal of Combinatorics. Volume 21. n° 6. 2000. pages 727-743. Elsevier. DOI http://dx.doi.org/10.1006/eujc.1999.0379.
Book chapters
- Goupil-Testu, Françoise ; Bertrand, Patrice . Descriptive statistics for symbolic data. Bock, Hans-Hermann; Diday, Edwin. Analysis of Symbolic Data. Berlin. 2000.
- Bertrand, Patrice ; Goupil-Testu, Françoise . Descriptive Statistics for Symbolic Data. Diday, Edwin; Bock, Hans Hermann. Analysis of Symbolic Data, Exploratory methods for extracting statistical information from complex data. Berlin. 2000. pages 106-124.
1995
Book chapters
- Bertrand, Patrice . Structural Properties of pyramidal clustering. Cox, Ingemar J.; Hansen, Pierre; Julesz, Bela. DIMACS Series in Discrete Mathematics and Theoretical Computer Science. -. 1995. pages 35-53.
