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 |
| MOBILITY ACROSS CRIMES: STATISTICALLY VALIDATED NETWORKS AND TEMPORAL PATTERN RECOGNITION | |
| Vincenzo Giuseppe Genova, Christopher Edling, Hernan Mondani, Amir Mohammadi Rostami, Michele Tumminello |
| EVALUATION OF THE PERFORMANCE OF A MODULARITY-BASED CONSENSUS COMMUNITY DETECTION ALGORITHM | |
| Fabio Morea |
Advances and Applications in Model Based Clustering
| Partial membership models for high-dimensional spectroscopy data | |
| Alessandro Casa, Thomas Brendan Murphy, Michael Fop |
Advances in Clustering Three-way Data
| Clustering Three-Way Data with Outliers | |
| Katharine M Clark, Paul D McNicholas |
Advances in Directional Statistics
| TEMPERATURE CURVES: A FUNCTIONAL-CIRCULAR VIEW | |
| Rosa M. Crujeiras, Andrea Meilán-Vila, Mario Francisco-Fernández |
| Segmenting toroidal time series by nonhomogeneous hidden semi-Markov models | |
| Francesco Lagona, Marco Mingione |
Anomaly Detection
| 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
| Modal clustering for categorical data | |
| Noemi Corsini, Giovanna Menardi |
| Fuzzy Ensemble Machine Learning algorithm to improve prediction | |
| Nicolò Biasetton, Riccardo Ceccato, Marta Disegna, Alberto Molena |
| A Three-Way "Indirect" Redundancy Analysis | |
| Laura Marcis, Maria Chiara Pagliarella, Renato Salvatore |
| A statistical test to assess the non-normality of the latent variable distribution | |
| Lucia Guastadisegni, Irini Moustaki, Silvia Cagnone, Vassilis Vasdekis |
| Granger Network on Santa Maria del Fiore Dome | |
| Fiammetta Menchetti |
| Building Improved Gender Equality Composite Indicators by Object-Oriented Bayesian Networks | |
| Lorenzo Giammei, Flaminia Musella, Fulvia Mecatti, Paola Vicard |
| Multi-level stochastic blockmodels for multiplex networks | |
| Maria Francesca Marino, Matteo Sani, Monia Lupparelli |
| Spatial modelling of pyroclastic cover deposit thickness with remote sensing data and ground measurements: a forecasting combination approach | |
| Raffaele Mattera, Germana Scepi, Pooria Ebrahimi, Fabio Matano |
| EFFICIENT DISENTANGLING ?-RAY SOURCES FROM DIFFUSE BACKGROUND IN THE SKY MAP | |
| Francesco Freni, Giovanna Menardi |
| 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 |
| Matrix-variate hidden Markov regressions | |
| Salvatore D. Tomarchio, Antonio Punzo, Antonello Maruotti |
| The multivariate cluster-weighted disjoint factor analyzers model | |
| Francesca Martella |
| ANALYSIS OF THE NEED FOR WORKING TIMBER STARTING FROM ISTAT INDUSTRIAL PRODUCTION DATA | |
| Flora Fullone, Mirella Morrone, Gianmarco Farina, Enza Compagnone, Gioacchino De Candia |
| Assessing the degree of competitiveness among countries in the EU using Eurostat indicators | |
| Paolo Mariani, Andrea Marletta, Piero Quatto, Mariangela Zenga |
| Group's heterogeneity in rating tasks: a Bayesian semi-parametric approach | |
| Giuseppe Mignemi, Antonio Calcagnì |
| Capturing correlated clusters using mixtures of latent class models | |
| Gertraud Malsiner-Walli, Bettina Grün, Sylvia Frühwirth-Schnatter |
| Quantifying variable importance in cluster analysis | |
| Christian Hennig, Keefe Murphy |
| K-MEANS CLUSTERING – NEW VARIATIONS | |
| Andrzej Sokolowski, Malgorzata Markowska, Maciej Laburda |
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 |
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
| Tree-based regression within a hidden Markov model framework | |
| Rouven Michels, Timo Adam, Marius Ötting |
| How to build your latent Markov model: the role of time and space | |
| Roland Langrock, Sina Mews |
Latent Variable Models for Complex Data Structures
| DIF ANALYSIS WITH UNKNOWN GROUPS AND ANCHOR ITEMS | |
| Gabriel Wallin, Yunxiao Chen, Irini Moustaki |
Multi-view Data Analysis
| View it differently: finding groups in microbiome data | |
| Laura Anderlucci, Silvia Dallari, Angela Montanari |
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 |
Preference Data Analysis
| SCORING DISTANCES BETWEEN EQUIVALENCE AND PREFERENCE RELATIONS | |
| Boris Mirkin |
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 |
Robust Procedures
| Trimmed kernel mean shift | |
| luca greco, Giovanna Menardi, Marco Rudelli |
| Outlier explanation based on Shapley values for vector- and matrix-valued observations | |
| Peter Filzmoser, Marcus Mayrhofer |