Advanced Clustering Methods for Complex Networks
Cluster analysis for the study of online visual communication | |
Matteo Magnani, Matias Piqueras, Alexandra Segerberg, Davide Vega, Victoria Yantseva |
Advances in Bayesian Nonparametrics
ISSUES WITH SPARSE SPATIAL RANDOM GRAPHS | |
Francesca Panero |
Advances in Directional Statistics
Circular regression with measurement errors | |
Marco Di Marzio, Chiara Passamonti, Charles C. Taylor |
Anomaly Detection
Visualizing Anomalies in Circular Data | |
Davide Buttarazzi, Giovanni C Porzio |
Contributed papers
A COMPOSITIONAL STOCHASTIC BLOCK MODEL FOR THE ANALYSIS OF THE ERASMUS PROGRAMME NETWORK | |
Iuliia Promskaia, Adrian O'Hagan, Michael Fop |
Functional data analysis approach for identifying redundancy in air quality monitoring stations | |
Annalina Sarra, Adelia Evangelista, Tonio Di Battista, Sergio Palermi |
A Three-Way "Indirect" Redundancy Analysis | |
Laura Marcis, Maria Chiara Pagliarella, Renato Salvatore |
Robust penalized multivariate analysis for high-dimensional data | |
Pia Pfeiffer, Peter Filzmoser |
Structural zeros in regression models with compositional explanatory variables | |
Francesco Porro |
Classification of daily streamflow data: a study on regime changes | |
Marcella Corduas, Domenico Piccolo |
STRATIFIED SAMPLING ON DATA NUGGETS: A STRATEGY FOR DATA REDUCTION | |
Ravi Kumar Gangadharan, Vanessa Petrarca, Maria Chiara Pagliarella, Giovanni Porzio |
A proposal to evaluate the solution of a fuzzy clustering algorithm | |
Carmela Iorio, Giuseppe Pandolfo, Antonio D'Ambrosio |
DEndrogram Slicing through a PermutatiOn Test Approach reconsidered | |
Lucio Palazzo, Alfonso Iodice D'Enza, Francesco Palumbo, Domenico Vistocco |
Inequalities at entrance, labour market conditions and university dropout: first evidence from Italy | |
Cristian Usala, Isabella Sulis, Mariano Porcu |
A MULTIVARIATE PERMUTATION TEST FOR ASSOCIATION | |
Elena Barzizza, Riccardo Ceccato, Solomon Harrar, Fortunato Pesarin, Luigi Salmaso |
A COMPARISON BETWEEN THE VARYING-THRESHOLDS MODEL AND QUANTILE REGRESSION | |
Marta Pittavino |
When nonresponse makes estimates from a census a small area estimation problem: the case of the survey on Graduates' Employment Status in Italy | |
Maria Giovanna Ranalli, Fulvia Pennoni, Francesco Bartolucci, Antonietta Mira |
A CASE STUDY OF ELECTRONIC MEDICAL RECORDS USE FOR PREDICTING KIDNEY INJURY | |
Davide Passaro, Luca Tardella, Giovanna Jona Lasinio, Tiziana Fragasso, Valeria Raggi, Zaccaria Ricci |
Markov switching autoregressive models for the analysis of hydrological time series | |
Roberta Paroli, Luigi Spezia |
Matrix-variate hidden Markov regressions | |
Salvatore D. Tomarchio, Antonio Punzo, Antonello Maruotti |
Cluster analysis and conditional copula: a joint approach to analyse energy demand | |
F. Marta L. Di Lascio, Roberta Pappadà |
TESTING CLUSTERS OF LOCATIONS IN SPATIAL DYNAMIC PANEL DATA MODELS | |
Giuseppe Feo, Francesco Giordano, Marcella Niglio, Maria Lucia Parrella |
VARIABLE RANKING IN BIVARIATE COPULA SURVIVAL MODELS | |
Marcella Niglio, Danilo Petti, Marialuisa Restaino |
MULTIVARIATE REGRESSION TREE TO INVESTIGATE THE ITALIAN MORTALITY RATES | |
Giulia Contu, Marco Ortu, Luca Frigau, Sara Pau |
MEASUREMENT INVARIANCE: A METHOD BASED ON LATENT MARKOV MODELS | |
Francesco Dotto, Roberto Di Mari, Alessio Farcomeni, Antonio Punzo |
Multilevel Cross-Classified Latent Class Models | Untitled |
Silvia Columbu, Nicola Piras, Jeroen Vermunt |
BAYESIAN ANALYSIS FOR A GRAPHICAL T MODEL | |
Jason Pillay, Andriette Bekker, Johan Ferreira, Mohammad Arashi |
Personalized Treatment Selection Model for Survival Outcomes | |
Matteo Pedone |
Explainable Machine Learning for Lending Default Classification | |
Paolo Pagnottoni, Thuy Thanh Do, Golnoosh Babaei |
From texts to knowledge: advances and challenges in textual data analysis
Analysing the effect of different design choices in network-based topic detection | |
Carla Galluccio, Matteo Magnani, Davide Vega, Giancarlo Ragozini, Alessandra Petrucci |
Ensemble Method for Text Classification in Medicine with Multiple Rare Classes | |
Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
Functional and Object-oriented Data Analysis
Sparse clustering for functional data | |
Fabio Centofanti, Antonio Lepore, Biagio Palumbo |
Nonparametric local inference for functional data defined on manifold domains | |
Niels Lundtorp Olsen, Alessia Pini, Simone Vantini |
Latent Variable and Hidden Markov Models for Big Data Analytics
Case-control variational inference for large scale stochastic block models | |
Silvia Pandolfi, Francesco Bartolucci |
Measurement Uncertainty in Complex Models
THREE-STEP RECTANGULAR LATENT MARKOV MODELING BASED ON ML CORRECTION | |
Rosa Fabbricatore, Roberto Di Mari, Zsuzsa Bakk, Mark de Rooij, Francesco Palumbo |
Networks and Higher-Order Networks Data Analysis and Applications
THE BROAD PHENOTYPE-SPECIFIC APPLICATIONS OF THE NETWORK-BASED SWIM TOOL | |
Federica Conte, Paola Paci |
Preference Data Analysis
Distance-based aggregation and consensus for preference-approvals | |
Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
Real Big Data Applications for Socio-economic Applications
Reducing selection bias in non-probability sample by Small Area Estimation | |
Francesco Schirripa Spagnolo, Gaia Bertarelli, Nicola Salvati, Donato Summa, Monica Scannapieco, Stefano Marchetti, Monica Pratesi |
Recent Advances in Model-based Unsupervised Learning
Model-based clustering via parsimonious mixtures of dimension-wise scaled normal mixtures | |
Antonio Punzo |
SFC Session
Distances, Orders and Spaces | |
Pascal Préa |
Statistical Learning Methods in Finance and Business
CORPORATE BANKRUPTCY PREDICTION: APPLICATION OF STATISTICAL LEARNING METHODS | |
Barbara Pawelek, Maria Sadko |