This quantity comprises revised models of chosen papers provided in the course of the biannual assembly of the class and information research crew of SocietA Italiana di Statistica, which used to be held in Bologna, September 22-24, 2003. The clinical application of the convention integrated eighty contributed papers. in addition it was once attainable to recruit six across the world well known invited spe- ers for plenary talks on their present examine works in regards to the middle themes of IFCS (the foreign Federation of category Societies) and Wo- gang Gaul and the colleagues of the GfKl equipped a consultation. therefore, the convention supplied a great number of scientists and specialists from domestic and in another country with an enticing discussion board for discussions and mutual trade of information. The talks within the diversified classes considering methodological advancements in supervised and unsupervised class and in info research, additionally p- viding proper contributions within the context of purposes. This steered the presentation of the forty three chosen papers in 3 components as follows: type AND CLUSTERING Non parametric class Clustering and dissimilarities MULTIVARIATE records and information research utilized MULTIVARIATE data Environmental information Microarray information Behavioural and textual content information monetary information we want to show our gratitude to the authors whose enthusiastic p- ticipation made the assembly attainable. we're very thankful to the reviewers for the time spent of their specialist reviewing paintings. we'd additionally prefer to expand our because of the chairpersons and discussants of the periods: their reviews and recommendations proved very stimulating either for the authors and the viewers.

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