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 |
Advances in Application of Statistical Methods in Household Economics
| HOUSING POVERTY IN EUROPE. MULTIDIMENSIONAL ANALYSIS | |
| Malgorzata Cwiek, Pawel Ulman, Maria Sadko |
Advances in Bayesian Factor Analysis
| LATENT BAYESIAN CLUSTERING FOR TOPIC MODELLING | |
| Lorenzo Schiavon |
Associação Portuguesa de Classificação e Análise de Dados
| Sparse and robust estimators for outlier detection in distributional data | |
| Pedro Duarte Silva |
Contributed papers
| Functional data analysis approach for identifying redundancy in air quality monitoring stations | |
| Annalina Sarra, Adelia Evangelista, Tonio Di Battista, Sergio Palermi |
| A Three-Way "Indirect" Redundancy Analysis | |
| Laura Marcis, Maria Chiara Pagliarella, Renato Salvatore |
| A Stata implementation of cluster weighted models: the cwmglm package | |
| Daniele Spinelli, Giorgio Vittadini, Salvatore Ingrassia |
| Student mobility in higher education: a destination-specific local analysis | |
| Luca Scaffidi Domianello |
| 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 |
| Inequalities at entrance, labour market conditions and university dropout: first evidence from Italy | |
| Cristian Usala, Isabella Sulis, Mariano Porcu |
| Hidden Markov Models for Multivariate Longitudinal Data | |
| Alexa Sochaniwsky |
| A MULTIVARIATE PERMUTATION TEST FOR ASSOCIATION | |
| Elena Barzizza, Riccardo Ceccato, Solomon Harrar, Fortunato Pesarin, Luigi Salmaso |
| Markov switching autoregressive models for the analysis of hydrological time series | |
| Roberta Paroli, Luigi Spezia |
| METHOD FOR THE QUALITY CONTROL AND OPERATORS TRAINING IN MAINTANANCE ACTIVITIES | |
| Angelo Romano, Massimiliano Giacalone, Vincenzo Dottorini, Giuseppe Oddo, Vito Santarcangelo |
| A NEW ALTERNATIVE METHOD FOR SIMULTANEOUS FEATURE SELECTION AND DETERMINATION OF INFLUENTIAL DATA POINTS IN COX MODEL WITH HIGH DIMENSIONAL DATASET | |
| Nuriye Sancar, Deniz Inan |
| Residuals diagnostics for model-based trees for ordered rating responses | |
| Rosaria Simone |
| K-MEANS CLUSTERING – NEW VARIATIONS | |
| Andrzej Sokolowski, Malgorzata Markowska, Maciej Laburda |
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 |
| Sparse rule generating fold-change classification for molecular high-throughput profiles | |
| Annika MTU Kestler, Nensi Ikonomi, Silke D Werle, Julian D Schwab, Friedhelm Schwenker, Hans A Kestler |
IBS Session - Statistical methods for the analysis of health problems
| CLUSTERING GENES SPATIAL EXPRESSION PROFILES WITH THE AID OF EXTERNAL BIOLOGICAL KNOWLEDGE | |
| Andrea Sottosanti |
Networks and Higher-Order Networks Data Analysis and Applications
| TESTING GRAPH CLUSTERABILITY: A DENSITY BASED STATISTICAL TEST FOR DIRECTED GRAPHS | |
| Houyem Demni, Pierre Miasnikof, Alexander Y. Shestopaloff, Cristian Bravo, Yuri Lawryshyn |
Preference Data Analysis
| Distance-based aggregation and consensus for preference-approvals | |
| Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
| A new accurate heuristic algorithm to solve the rank aggregation problem with a large number of objects | |
| Maurizio Romano, Roberta Siciliano |
Real Big Data Applications for Socio-economic Applications
| Assessing and Improving Data Quality in Open spatial Data: a case study with ANAC Data | |
| Niccolo Salvini, Vincenzo Nardelli |
| 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 |
Recent Advances in Model-based Unsupervised Learning
| A NOVEL MULTI-VIEW ENSEMBLE CLUSTERING FRAMEWORK FOR CANCER SUBTYPE DISCOVERY | |
| Michael G. Schimek |
Statistical Learning Methods in Finance and Business
| CORPORATE BANKRUPTCY PREDICTION: APPLICATION OF STATISTICAL LEARNING METHODS | |
| Barbara Pawelek, Maria Sadko |