Advances and Applications in Model Based Clustering
| Partial membership models for high-dimensional spectroscopy data | |
| Alessandro Casa, Thomas Brendan Murphy, Michael Fop |
Advances in Directional Statistics
| TEMPERATURE CURVES: A FUNCTIONAL-CIRCULAR VIEW | |
| Rosa M. Crujeiras, Andrea Meilán-Vila, Mario Francisco-Fernández |
Contributed papers
| A COMPOSITIONAL STOCHASTIC BLOCK MODEL FOR THE ANALYSIS OF THE ERASMUS PROGRAMME NETWORK | |
| Iuliia Promskaia, Adrian O'Hagan, Michael Fop |
| A PROPOSAL OF DEEP FUZZY CLUSTERING BY MEANS OF THE SIMULTANEOUS APPROACH | |
| Claudia Rampichini, Maria Brigida Ferraro |
| Robust penalized multivariate analysis for high-dimensional data | |
| Pia Pfeiffer, Peter Filzmoser |
| HOW WOMEN REACT TO THEIR PARTNERS’ WORK INSTABILITY. THE ADDED-WORKER EFFECT | |
| Anna Giraldo, Donata Favaro |
| Efficient computation of predictive probabilities in probit models via Expectation Propagation | |
| Augusto Fasano, Niccolò Anceschi, Beatrice Franzolini, Giovanni Rebaudo |
| EFFICIENT DISENTANGLING ?-RAY SOURCES FROM DIFFUSE BACKGROUND IN THE SKY MAP | |
| Francesco Freni, Giovanna Menardi |
| 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 |
| Multivariate Regression Tree Topic Modeling | |
| marco ortu, Giulia Contu, Luca Frigau |
| Bayesian Forecasting of Multivariate Longitudinal Zero-Inflated Counts: an Application to Civil Conflict | |
| Beatrice Franzolini, Laura Bondi, Augusto Fasano, Giovanni Rebaudo |
| Inference on the state distribution in periodic hidden Markov models | |
| Carlina Caye Feldmann |
| TESTING CLUSTERS OF LOCATIONS IN SPATIAL DYNAMIC PANEL DATA MODELS | |
| Giuseppe Feo, Francesco Giordano, Marcella Niglio, Maria Lucia Parrella |
| ANALYSIS OF THE NEED FOR WORKING TIMBER STARTING FROM ISTAT INDUSTRIAL PRODUCTION DATA | |
| Flora Fullone, Mirella Morrone, Gianmarco Farina, Enza Compagnone, Gioacchino De Candia |
| 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 |
| ONE-DIMENSIONAL MIXTURE-BASED CLUSTERING FOR ORDINAL RESPONSES | |
| Marta Nai Ruscone, Daniel Fernandez |
| BAYESIAN ANALYSIS FOR A GRAPHICAL T MODEL | |
| Jason Pillay, Andriette Bekker, Johan Ferreira, Mohammad Arashi |
| Capturing correlated clusters using mixtures of latent class models | |
| Gertraud Malsiner-Walli, Bettina Grün, Sylvia Frühwirth-Schnatter |
| A Method to Validate Clustering Partitions | |
| Luca Frigau, Giulia Contu, Marco Ortu, Andrea Carta |
From texts to knowledge: advances and challenges in textual data analysis
| Identification of misogynistic accounts on Twitter through Graph Convolutional Networks | |
| Lara Fontanella, Emiliano del Gobbo |
Machine Learning and AI
| DEPTH FUNCTIONS FOR TREE - INDEXED PROCESSES | |
| Giacomo Francisci, Anand Vidyashankar |
Machine Learning for Finite Population Inference
| USING ML TECHNIQUES FOR ESTIMATION WITH NON-PROBABILISTIC SURVEY DATA | |
| Jorge Luis Rueda Sánchez, Maria del Mar Rueda García, Ramón Ferri García, Beatriz Cobo Rodríguez |
| CLASSIFICATION TREE TO IMPROVE DATA QUALITY IN OFFICIAL STATISTICS | |
| Marco Di Zio, Romina Filippini, Gaia Rocchetti, Simona Toti |
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 |
| TRIMMED FACTORIAL K-MEANS | |
| Matteo Farnè |
Networks and Higher-Order Networks Data Analysis and Applications
| CLUSTER ANALYSIS FOR NETWORKS USING A FUZZY APPROACH | |
| Ilaria Bombelli, Ichcha Manipur, Maria Brigida Ferraro |
New Developments in Latent Variable Models
| Mid-quantile regression for discrete panel data | |
| Alessio Farcomeni, Alfonso Russo, Marco Geraci |
Performance Estimation and Players’ Classification: An Overlook Into Sports Analytics
| UNCERTAINTY AND RESPONSE STYLE IN LATENT TRAIT MODELS TO ASSESS EMOTIONAL INTELLIGENCE OF ELITE SWIMMERS | Untitled |
| Rosa Fabbricatore, Maria Iannario |
| Estimation of Teams' Strength for Handball Games Predictions | Untitled |
| Florian Felice, Christophe Ley |
Robust Procedures
| Efficiency and Robustness in Supervised Learning | |
| Anand N. Vidyashankar, Giacomo Francisci, Fengnan Deng, Xiaoran Jiang |
| Outlier explanation based on Shapley values for vector- and matrix-valued observations | |
| Peter Filzmoser, Marcus Mayrhofer |