Classification, (Big) Data Analysis and Statistical Learning

Rank Properties for Centred Three-way Arrays - C. Albers (Univ. of Groningen) et al.- Principal Component Analysis of Complex Data and Application to Climatology - S. Camiz (La Sapienza Univ. of Rome) et al.- Clustering upper level units in multilevel models for ordinal data - L. Grilli (Univ. of Florence) et al.- A Multilevel Heckman Model To Investigate Financial Assets Among Old People In Europe - O. Paccagnella (univ. of Padua) et al.- Multivariate stochastic downscaling with semicontinuous data - L. Paci (univ. of Bologna) et al.- Motivations and expectations of students' mobility abroad: a mapping technique - V. Caviezel (Univ. of Bergamo) et al.- Comparing multi-step ahead forecasting functions for time series clustering - M. Corduas (Univ. of Naples Federico II) et al.- Electre Tri-Machine Learning Approach to the Record Linkage - V. Minnetti (La Sapienza Univ. of Rome) et al.- . MCA Based Community Detection - C. Drago (Univ. of Rome Niccolò Cusano).- Classifying social roles by network structures - S. Gozzo (univ. of Catania) et al.- Bayesian Networks For Financial Markets Signals Detection - A. Greppi (univ.of Pavia) et al.- Finite sample behaviour of MLE in network autocorrelation models - M. La Rocca (Univ. of Salerno) et al.- Classification Models as Tools of Bankruptcy Prediction - Polish Experience - J. Pochiecha (Cracow university) et al.- Clustering macroseismic fields by statistical data depth functions - C. Agostinelli (Univ. of Trento).- Depth based tests for circular antipodal symmetry - G. Pandolfo (Univ. of Cassino) et al.- Estimating The Effect Of Prenatal Care On Birth Outcomes - E. Sironi (Sacro Cuore University) et al.- Bifurcations And Sunspots In Continuous Time Optimal Models With Externalities - B.Venturi (Univ. of Cagliari) et al.- Enhancing Big Data Exploration with Faceted Browsing - S. Bergamaschi (Univ. of Modena and Reggio Emilia) et al.- Big data meet pharmaceutical industry: an application on social media data - C. Liberati (Univ. of Milan Bicocca) et al.- From Big Data to information: statistical issues through a case study - S. Signorelli (Univ. of Bergamo) et al.- Quality of Classification approaches for the quantitative analysis of international conflict - A.F.X. Wilhelm (Jacobs Univ. Bremen).- P-splines based clustering as a general framework: some applications using different clustering algorithms - C. Iorio (Univ. of Naples Federico II) et al.- A graphical copula-based tool for detecting tail dependence - R. Pappadà (univ. of Trieste) et al.- Comparing spatial and spatio-temporal FPCA to impute large continuous gaps in space - M. Ruggeri (Univ. of Palermo) et al.- Exploring Italian students' performances in the SNV test: a quantile regression perspective - A. Costanzo (National Institute for the Evaluation of Education and Training - INVALSI) et al.... Mehr