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 |