Advanced Clustering Methods for Complex Networks
| MOBILITY ACROSS CRIMES: STATISTICALLY VALIDATED NETWORKS AND TEMPORAL PATTERN RECOGNITION | |
| Vincenzo Giuseppe Genova, Christopher Edling, Hernan Mondani, Amir Mohammadi Rostami, Michele Tumminello |
Advances in Clustering Three-way Data
| Model-based simultaneous classification and reduction for three-way ordinal data | |
| Monia Ranalli, Roberto Rocci |
Anomaly Detection
| The cellwise Minimum Covariance Determinant estimator | |
| Jakob Raymaekers, Peter J. Rousseeuw |
| A proposal for the joint automated detection of clusters and anomalies | |
| Luis Angel García-Escudero, Christian Hennig, Agustín Mayo-Iscar, Gianluca Morelli, Marco Riani |
Contributed papers
| Classifying Northern Italian Students in their Transition to Master Degree | |
| Luca Grassetti, Laura Rizzi, Giuseppe Alfonzetti |
| A PROPOSAL OF DEEP FUZZY CLUSTERING BY MEANS OF THE SIMULTANEOUS APPROACH | |
| Claudia Rampichini, Maria Brigida Ferraro |
| Lattice of Gaussian graphical models for paired data with common undirected structure | |
| Dung Ngoc Nguyen, Alberto Roverato |
| AutoSynth Index: A Synthetic Indicator for Socio-Economic development based on Autoencoders | |
| Giulio Grossi, Emilia Rocco |
| A supervised classification strategy based on the novel directional distribution depth function | |
| Edoardo Redivo, Cinzia Viroli |
| Efficient computation of predictive probabilities in probit models via Expectation Propagation | |
| Augusto Fasano, Niccolò Anceschi, Beatrice Franzolini, Giovanni Rebaudo |
| 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 |
| Bayesian Forecasting of Multivariate Longitudinal Zero-Inflated Counts: an Application to Civil Conflict | |
| Beatrice Franzolini, Laura Bondi, Augusto Fasano, Giovanni Rebaudo |
| An application of CART algorithm to administrative data: Analysis of youth initial employment trajectories | |
| Ilaria Rocco |
| METHOD FOR THE QUALITY CONTROL AND OPERATORS TRAINING IN MAINTANANCE ACTIVITIES | |
| Angelo Romano, Massimiliano Giacalone, Vincenzo Dottorini, Giuseppe Oddo, Vito Santarcangelo |
| THE USE OF PRINCIPAL COMPONENTS IN QUANTILE REGRESSION: A SIMULATION STUDY | |
| Cristina Davino, Tormod Naes, Rosaria Romano, Domenico Vistocco |
| VARIABLE RANKING IN BIVARIATE COPULA SURVIVAL MODELS | |
| Marcella Niglio, Danilo Petti, Marialuisa Restaino |
| Real-time discriminant analysis in the presence of label and measurement noise | |
| Mia Hubert, Iwein Vranckx, Jakob Raymaekers, Bart De Ketelaere, Peter Rousseeuw |
| Resampling for stability estimation vs. cluster validation via data splitting and subsampling. Which approach is better in detection of clusters in taxonomy? | |
| Dorota Rozmus |
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 |
GFK Session
| Constraint-based attractor search in Boolean networks using quantum computing | |
| Felix M Weidner, Mirko Rossini, Joachim Ankerhold, Hans A. Kestler |
Latent Variable Models for Complex Data Structures
| Test equating with evolving latent ability | |
| Silvia Bacci, Bruno Bertaccini, Carla Galluccio, Leonardo Grilli, Carla Rampichini |
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 |
New Developments in Latent Variable Models
| Mid-quantile regression for discrete panel data | |
| Alessio Farcomeni, Alfonso Russo, Marco Geraci |
Preference Data Analysis
| A new accurate heuristic algorithm to solve the rank aggregation problem with a large number of objects | |
| Maurizio Romano, Roberta Siciliano |
Robust Procedures
| Trimmed kernel mean shift | |
| luca greco, Giovanna Menardi, Marco Rudelli |