Advances in Bayesian Factor Analysis
| Integrative Factor Models for Biomedical Applications | |
| Alejandra Avalos-Pacheco, Roberta De Vito |
Advances in Bayesian Nonparametrics
| POSTERIOR CLUSTERING FOR DIRICHLET PROCESS MIXTURES OF GAUSSIANS WITH CONSTANT DATA | |
| Filippo Ascolani, Valentina Ghidini |
Advances in Clustering and Dimensionality Reduction
| Clusterpath Gaussian Graphical Modeling | |
| Daniel Touw, Patrick Groenen, Ines Wilms, Andreas Alfons |
Contributed papers
| Classifying Northern Italian Students in their Transition to Master Degree | |
| Luca Grassetti, Laura Rizzi, Giuseppe Alfonzetti |
| Model-based clustering for torus data | |
| Luca Greco, Antonio Lucadamo, Claudio Agostinelli |
| Modelling the relationship between bond yields and stock returns using state-switching varying-coefficient stochastic differential equations | |
| Timo Adam |
| A flexible topic model | |
| Roberto Ascari, Alice Giampino |
| Propensity towards Master's Degree: choices of Northern students after BAs? | |
| Giuseppe Alfonzetti |
| Efficient computation of predictive probabilities in probit models via Expectation Propagation | |
| Augusto Fasano, Niccolò Anceschi, Beatrice Franzolini, Giovanni Rebaudo |
| A TESTING APPROACH TO DETECT COVID-19 WAVES | |
| Arianna Agosto, Paola Cerchiello |
| Customer Satisfaction through time: structured time series from sentiment analysis of TripAdvisor data | |
| Rosa Arboretti, Elena Barzizza, Nicolò Biasetton, Marta Disegna |
| SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA | |
| salvatore Latora, Luigi Augugliaro |
| A Topological Clustering on Evolutionary Data | |
| Rafik ABDESSELAM |
| BAYESIAN ANALYSIS FOR A GRAPHICAL T MODEL | |
| Jason Pillay, Andriette Bekker, Johan Ferreira, Mohammad Arashi |
From texts to knowledge: advances and challenges in textual data analysis
| Ensemble Method for Text Classification in Medicine with Multiple Rare Classes | |
| Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
GFK Session
| Random-Based Initialization for Clustering mixed-type data with the k-Prototypes algorithm | |
| Rabea Aschenbruck, Gero Szepannek, Adalbert Franz Xaver Wilhelm |
| Constraint-based attractor search in Boolean networks using quantum computing | |
| Felix M Weidner, Mirko Rossini, Joachim Ankerhold, Hans A. Kestler |
IBS Session - Statistical methods for the analysis of health problems
| Clinically Useful Measures in Survival Analysis: the Restricted Mean Survival Time as an alternative to the Hazard Ratio | |
| Federico Ambrogi |
Latent Variable and Hidden Markov Models for Big Data Analytics
| Tree-based regression within a hidden Markov model framework | |
| Rouven Michels, Timo Adam, Marius Ötting |
Multi-view Data Analysis
| View it differently: finding groups in microbiome data | |
| Laura Anderlucci, Silvia Dallari, Angela Montanari |
Preference Data Analysis
| Distance-based aggregation and consensus for preference-approvals | |
| Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
SFC Session
| Multiple imputation for clustering on incomplete data | |
| Vincent Audigier, Ndèye Niang |