Advances in Bayesian Factor Analysis
| Normalized Latent Measure Factor Models | |
| Mario Beraha, Jim Griffin |
Advances in Bayesian Nonparametrics
| Flexible modelling of heterogeneous populations of networks: a Bayesian nonparametric approach | |
| Francesco Barile, Simon Lunagomez, Bernardo Nipoti |
Advances in Clustering Three-way Data
| A CLUSTERING MODEL FOR THREE-WAY ASYMMETRIC PROXIMITY DATA | |
| Laura Bocci, Donatella Vicari |
Anomaly Detection
| Visualizing Anomalies in Circular Data | |
| Davide Buttarazzi, Giovanni C Porzio |
Contributed papers
| Modelling soccer players field position via mixture of Gaussians with flexible weights | |
| Marco Berrettini |
| Fuzzy Ensemble Machine Learning algorithm to improve prediction | |
| Nicolò Biasetton, Riccardo Ceccato, Marta Disegna, Alberto Molena |
| On functional logistic regression: A robust functional principal component approach | |
| Ufuk Beyaztas |
| Adoption of 4.0 technologies and related obstacles. Application of a multivariate nonparametric test for categorical variables | |
| Stefano Bonnini, Michela Borghesi |
| An efficient estimation method for dynamic panel data models | |
| Beste Hamiye Beyaztas |
| Bayesian aggregation of crowd judgments for quantitative fact checking | |
| Michele Lambardi di San Miniato, Michela Battauz, Ruggero Bellio, Paolo Vidoni |
| AN APPLICATION OF ASYMMETRIC MULTIDIMENSIONAL SCALING TO THE VQR 2015-2019 DATA | |
| Giuseppe Bove |
| VISUALIZING CLASSIFICATION RESULTS: GRAPHICAL TOOLS FOR DD-CLASSIFIERS | |
| Houyem Demni, Simona Balzano |
| GA-based partial high-order-cascaded-deep time series prediction model | |
| Gulseren BIRIM, Ozge Cagcag Yolcu |
| SARIMA models with multiple seasonality | |
| Luisa Bisaglia, Francesco Lisi |
| IMPROVING NODE CLASSIFICATION IN TEMPORAL NETWORKS THROUGH EVOLUTIONARY ALGORITHM | |
| Luca Brusa |
| A MULTIVARIATE PERMUTATION TEST FOR ASSOCIATION | |
| Elena Barzizza, Riccardo Ceccato, Solomon Harrar, Fortunato Pesarin, Luigi Salmaso |
| 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 |
| Customer Satisfaction through time: structured time series from sentiment analysis of TripAdvisor data | |
| Rosa Arboretti, Elena Barzizza, Nicolò Biasetton, Marta Disegna |
| Bayesian Forecasting of Multivariate Longitudinal Zero-Inflated Counts: an Application to Civil Conflict | |
| Beatrice Franzolini, Laura Bondi, Augusto Fasano, Giovanni Rebaudo |
| A competing risk analysis of academic careers with students' ability and speed as predictors | |
| Michela Battauz |
| Discrete latent variable models: recent advances and perspectives | |
| Francesco Bartolucci |
| A Clustering method for distributional data based on a LDQ transformation | |
| Rosanna Verde, Gianmarco Burrata, Antonio Balzanella |
| BAYESIAN ANALYSIS FOR A GRAPHICAL T MODEL | |
| Jason Pillay, Andriette Bekker, Johan Ferreira, Mohammad Arashi |
| Explainable Machine Learning for Lending Default Classification | |
| Paolo Pagnottoni, Thuy Thanh Do, Golnoosh Babaei |
IBS Session - Statistical methods for the analysis of health problems
| CAUSAL INFERENCE ON THE IMPACT OF EXTREME AMBIENT TEMPERATURES ON POPULATION HEALTH | |
| Michela Baccini, Alessandra Mattei, Giulio Biscardi, Aitana Lertxundi, Elena Degli Innocenti |
Latent Variable and Hidden Markov Models for Big Data Analytics
| Case-control variational inference for large scale stochastic block models | |
| Silvia Pandolfi, Francesco Bartolucci |
Latent Variable Models for Complex Data Structures
| Test equating with evolving latent ability | |
| Silvia Bacci, Bruno Bertaccini, Carla Galluccio, Leonardo Grilli, Carla Rampichini |
Measurement Uncertainty in Complex Models
| MEASUREMENT INVARIANCE TESTING OF LATENT CLASS MODELS USING RESIDUAL STATISTICS AND LIKELIHOOD RATIO TEST | |
| Zsuzsa Bakk |
| 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
| CLUSTER ANALYSIS FOR NETWORKS USING A FUZZY APPROACH | |
| Ilaria Bombelli, Ichcha Manipur, Maria Brigida Ferraro |
| TESTING GRAPH CLUSTERABILITY: A DENSITY BASED STATISTICAL TEST FOR DIRECTED GRAPHS | |
| Houyem Demni, Pierre Miasnikof, Alexander Y. Shestopaloff, Cristian Bravo, Yuri Lawryshyn |
Performance Estimation and Players’ Classification: An Overlook Into Sports Analytics
| The Generalized Shapley measure for ranking players in basketball: applications and future directions | Untitled |
| rodolfo metulini, francesco biancalani, giorgio gnecco |
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 |