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 |
| Cluster analysis of cancer metabolic network ensembles | |
| Mario Rosario Guarracino |
| EVALUATION OF THE PERFORMANCE OF A MODULARITY-BASED CONSENSUS COMMUNITY DETECTION ALGORITHM | |
| Fabio Morea |
| CLUSTER ANALYSIS OF CANCER METABOLIC NETWORK ENSEMBLES | |
| Mario Rosario Guarracino |
Advances and Applications in Model Based Clustering
| Model based clustering procedures for multivariate mixed type longitudinal data | |
| Arnošt Komárek |
| Partial membership models for high-dimensional spectroscopy data | |
| Alessandro Casa, Thomas Brendan Murphy, Michael Fop |
| Modeling zone diameter measurements to infer antibiotic suceptibility of bacteria | |
| Bettina Grün |
Advances in Application of Statistical Methods in Household Economics
| INEQUALITY, POPULISM, AND UNFAIRNESS: A COMPARISON OF UNFAIR INCOME INEQUALITIES IN POLAND AND NORWAY | |
| Tomasz Kwarcinski, Pawel Ulman |
| HOUSING POVERTY IN EUROPE. MULTIDIMENSIONAL ANALYSIS | |
| Malgorzata Cwiek, Pawel Ulman, Maria Sadko |
| COMPARISON OF THE HOUSEHOLDS’ WORK INTENSITY IN SLOVAKIA AND CZECHIA THROUGH LEAST SQUARES MEANS ANALYSIS BASED ON GLM | |
| Silvia Komara, Martina Košíková, Erik Šoltés, Tatiana Šoltésová |
Advances in Bayesian Factor Analysis
| Integrative Factor Models for Biomedical Applications | |
| Alejandra Avalos-Pacheco, Roberta De Vito |
| LATENT BAYESIAN CLUSTERING FOR TOPIC MODELLING | |
| Lorenzo Schiavon |
| Normalized Latent Measure Factor Models | |
| Mario Beraha, Jim Griffin |
Advances in Bayesian Nonparametrics
| POSTERIOR CLUSTERING FOR DIRICHLET PROCESS MIXTURES OF GAUSSIANS WITH CONSTANT DATA | |
| Filippo Ascolani, Valentina Ghidini |
| Flexible modelling of heterogeneous populations of networks: a Bayesian nonparametric approach | |
| Francesco Barile, Simon Lunagomez, Bernardo Nipoti |
| ISSUES WITH SPARSE SPATIAL RANDOM GRAPHS | |
| Francesca Panero |
Advances in Clustering and Dimensionality Reduction
| Ultrametric Gaussian Mixture models with parsimonious structures | |
| Giorgia Zaccaria |
| Clusterpath Gaussian Graphical Modeling | |
| Daniel Touw, Patrick Groenen, Ines Wilms, Andreas Alfons |
Advances in Clustering Three-way Data
| Model-based simultaneous classification and reduction for three-way ordinal data | |
| Monia Ranalli, Roberto Rocci |
| A CLUSTERING MODEL FOR THREE-WAY ASYMMETRIC PROXIMITY DATA | |
| Laura Bocci, Donatella Vicari |
| 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 |
| Circular regression with measurement errors | |
| Marco Di Marzio, Chiara Passamonti, Charles C. Taylor |
| Segmenting toroidal time series by nonhomogeneous hidden semi-Markov models | |
| Francesco Lagona, Marco Mingione |
Advances in Large/Complex Data Analysis
| On some properties of reconstructed trajectories from sparse longitudinal data | |
| Yoshikazu Terada |
| Clustering for sparsely sampled longitudinal data based on basis expansions | |
| Michio Yamamoto, Yoshikazu Terada |
| Two extensions of extended redundancy analysis for exploratory data analysis | |
| Naoto Yamashita |
Anomaly Detection
| Visualizing Anomalies in Circular Data | |
| Davide Buttarazzi, Giovanni C Porzio |
| 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 |
Associação Portuguesa de Classificação e Análise de Dados
| Sparse and robust estimators for outlier detection in distributional data | |
| Pedro Duarte Silva |
| MULTICLASS CLASSIFICATION OF DISTRIBUTIONAL DATA | |
| Sonia Dias |
Contributed papers
| Modal clustering for categorical data | |
| Noemi Corsini, Giovanna Menardi |
| Classifying Northern Italian Students in their Transition to Master Degree | |
| Luca Grassetti, Laura Rizzi, Giuseppe Alfonzetti |
| A COMPOSITIONAL STOCHASTIC BLOCK MODEL FOR THE ANALYSIS OF THE ERASMUS PROGRAMME NETWORK | |
| Iuliia Promskaia, Adrian O'Hagan, Michael Fop |
| Modelling soccer players field position via mixture of Gaussians with flexible weights | |
| Marco Berrettini |
| Functional data analysis approach for identifying redundancy in air quality monitoring stations | |
| Annalina Sarra, Adelia Evangelista, Tonio Di Battista, Sergio Palermi |
| Fuzzy Functions with Elastic-net Estimators based on Possibilistic FCM | |
| Nihat Tak |
| Liu-type fuzzy regression functions for time series forecasting | |
| Ufuk Yolcu, Ozge Cagcag Yolcu |
| A PROPOSAL OF DEEP FUZZY CLUSTERING BY MEANS OF THE SIMULTANEOUS APPROACH | |
| Claudia Rampichini, Maria Brigida Ferraro |
| Fuzzy Ensemble Machine Learning algorithm to improve prediction | |
| Nicolò Biasetton, Riccardo Ceccato, Marta Disegna, Alberto Molena |
| On functional logistic regression: A robust functional principal component approach | |
| Ufuk Beyaztas |
| A Three-Way "Indirect" Redundancy Analysis | |
| Laura Marcis, Maria Chiara Pagliarella, Renato Salvatore |
| Adoption of 4.0 technologies and related obstacles. Application of a multivariate nonparametric test for categorical variables | |
| Stefano Bonnini, Michela Borghesi |
| An efficient estimation method for dynamic panel data models | |
| Beste Hamiye Beyaztas |
| A statistical test to assess the non-normality of the latent variable distribution | |
| Lucia Guastadisegni, Irini Moustaki, Silvia Cagnone, Vassilis Vasdekis |
| Robust penalized multivariate analysis for high-dimensional data | |
| Pia Pfeiffer, Peter Filzmoser |
| Bayesian aggregation of crowd judgments for quantitative fact checking | |
| Michele Lambardi di San Miniato, Michela Battauz, Ruggero Bellio, Paolo Vidoni |
| AN APPLICATION OF ASYMMETRIC MULTIDIMENSIONAL SCALING TO THE VQR 2015-2019 DATA | |
| Giuseppe Bove |
| New tour methods for visualizing high-dimensional data | |
| Ursula Laa, Dianne Cook |
| VISUALIZING CLASSIFICATION RESULTS: GRAPHICAL TOOLS FOR DD-CLASSIFIERS | |
| Houyem Demni, Simona Balzano |
| A Fused Enet for Estimation of Sparse Graphical Model | |
| Azam Kheyri |
| Lattice of Gaussian graphical models for paired data with common undirected structure | |
| Dung Ngoc Nguyen, Alberto Roverato |
| Structural zeros in regression models with compositional explanatory variables | |
| Francesco Porro |
| Model-based clustering for torus data | |
| Luca Greco, Antonio Lucadamo, Claudio Agostinelli |
| Granger Network on Santa Maria del Fiore Dome | |
| Fiammetta Menchetti |
| Shrinkage of time-varying effects in panel data models | |
| Helga Wagner |
| Modelling the relationship between bond yields and stock returns using state-switching varying-coefficient stochastic differential equations | |
| Timo Adam |
| GA-based partial high-order-cascaded-deep time series prediction model | |
| Gulseren BIRIM, Ozge Cagcag Yolcu |
| 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 |
| A Stata implementation of cluster weighted models: the cwmglm package | |
| Daniele Spinelli, Giorgio Vittadini, Salvatore Ingrassia |
| Classification of daily streamflow data: a study on regime changes | |
| Marcella Corduas, Domenico Piccolo |
| Comparing soft classification methods for the rare type match problem | |
| Giulia Cereda, Fabio Corradi, Cecilia Viscardi |
| STRATIFIED SAMPLING ON DATA NUGGETS: A STRATEGY FOR DATA REDUCTION | |
| Ravi Kumar Gangadharan, Vanessa Petrarca, Maria Chiara Pagliarella, Giovanni Porzio |
| A proposal to evaluate the solution of a fuzzy clustering algorithm | |
| Carmela Iorio, Giuseppe Pandolfo, Antonio D'Ambrosio |
| A flexible topic model | |
| Roberto Ascari, Alice Giampino |
| A Bayesian Spatio-Temporal Regression Approach for Confounding Adjustment | |
| Carlo Zaccardi, Pasquale Valentini, Luigi Ippoliti |
| DEndrogram Slicing through a PermutatiOn Test Approach reconsidered | |
| Lucio Palazzo, Alfonso Iodice D'Enza, Francesco Palumbo, Domenico Vistocco |
| Student mobility in higher education: a destination-specific local analysis | |
| Luca Scaffidi Domianello |
| HOW WOMEN REACT TO THEIR PARTNERS’ WORK INSTABILITY. THE ADDED-WORKER EFFECT | |
| Anna Giraldo, Donata Favaro |
| Building Improved Gender Equality Composite Indicators by Object-Oriented Bayesian Networks | |
| Lorenzo Giammei, Flaminia Musella, Fulvia Mecatti, Paola Vicard |
| SARIMA models with multiple seasonality | |
| Luisa Bisaglia, Francesco Lisi |
| Multi-level stochastic blockmodels for multiplex networks | |
| Maria Francesca Marino, Matteo Sani, Monia Lupparelli |
| IMPROVING NODE CLASSIFICATION IN TEMPORAL NETWORKS THROUGH EVOLUTIONARY ALGORITHM | |
| Luca Brusa |
| 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 |
| Propensity towards Master's Degree: choices of Northern students after BAs? | |
| Giuseppe Alfonzetti |
| Inequalities at entrance, labour market conditions and university dropout: first evidence from Italy | |
| Cristian Usala, Isabella Sulis, Mariano Porcu |
| Empirical Analysis of the Quadratic Scoring for Selecting Clustering Solutions | |
| Luca Coraggio, Pietro Coretto |
| Hidden Markov Models for Multivariate Longitudinal Data | |
| Alexa Sochaniwsky |
| GOODNESS–OF–FIT TEST FOR SINGLE FUNCTIONAL INDEX MODEL | |
| Kwo Lik Lax Chan, Aldo Goia |
| A MULTIVARIATE PERMUTATION TEST FOR ASSOCIATION | |
| Elena Barzizza, Riccardo Ceccato, Solomon Harrar, Fortunato Pesarin, Luigi Salmaso |
| A COMPARISON BETWEEN THE VARYING-THRESHOLDS MODEL AND QUANTILE REGRESSION | |
| Marta Pittavino |
| Maximum likelihood approach to parameter selection in the spectral clustering algorithm | |
| Cinzia Di Nuzzo, Salvatore Ingrassia |
| 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 |
| COMPLETE RECORDS OVER INDEPENDENT FGM SEQUENCES | |
| Amir Khorrami Chokami |
| 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 SUPPORT VECTOR MACHINE APPROACH TO CREATE OBLIQUE DECISION TREES FOR REGRESSION | |
| andrea carta |
| ON MODEL-BASED CLUSTERING FOR EQUITABLE AND SUSTAINABLE WELL-BEING AT LOCAL LEVEL: HOW MANY ITALIES? | |
| Natalia Golini |
| 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 |
| A TESTING APPROACH TO DETECT COVID-19 WAVES | |
| Arianna Agosto, Paola Cerchiello |
| Multivariate Regression Tree Topic Modeling | |
| marco ortu, Giulia Contu, Luca Frigau |
| Customer Satisfaction through time: structured time series from sentiment analysis of TripAdvisor data | |
| Rosa Arboretti, Elena Barzizza, Nicolò Biasetton, Marta Disegna |
| Bayesian Forecasting of Multivariate Longitudinal Zero-Inflated Counts: an Application to Civil Conflict | |
| Beatrice Franzolini, Laura Bondi, Augusto Fasano, Giovanni Rebaudo |
| A competing risk analysis of academic careers with students' ability and speed as predictors | |
| Michela Battauz |
| Discrete latent variable models: recent advances and perspectives | |
| Francesco Bartolucci |
| An application of CART algorithm to administrative data: Analysis of youth initial employment trajectories | |
| Ilaria Rocco |
| Markov switching autoregressive models for the analysis of hydrological time series | |
| Roberta Paroli, Luigi Spezia |
| Matrix-variate hidden Markov regressions | |
| Salvatore D. Tomarchio, Antonio Punzo, Antonello Maruotti |
| Linear random forest to predict energy consumption | |
| Gianpaolo Zammarchi |
| Detecting the positions of nonconsesus amino acids in HIV patients by marginal likelihood thresholding | |
| Claudia Di Caterina |
| Inference on the state distribution in periodic hidden Markov models | |
| Carlina Caye Feldmann |
| 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 |
| The multivariate cluster-weighted disjoint factor analyzers model | |
| Francesca Martella |
| Visualization of Proximity and Role-based embeddings in a Regional Labour Flow Network | |
| Sara Geremia |
| Hierarchical percentile clustering to analyse greenhouse gas emissions from agriculture in European Union | |
| F. Marta L. Di Lascio, Fabrizio Durante, Aurora Gatto |
| Cluster analysis and conditional copula: a joint approach to analyse energy demand | |
| F. Marta L. Di Lascio, Roberta Pappadà |
| 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 |
| VARIABLE RANKING IN BIVARIATE COPULA SURVIVAL MODELS | |
| Marcella Niglio, Danilo Petti, Marialuisa Restaino |
| Bayesian Shannon entropy estimation under normalized inverse Gaussian priors via Monte Carlo sampling | |
| Annalisa Cerquetti |
| A Clustering method for distributional data based on a LDQ transformation | |
| Rosanna Verde, Gianmarco Burrata, Antonio Balzanella |
| MULTIVARIATE REGRESSION TREE TO INVESTIGATE THE ITALIAN MORTALITY RATES | |
| Giulia Contu, Marco Ortu, Luca Frigau, Sara Pau |
| A COMPARATIVE STUDY OF FINANCIAL FINANCIAL LITERACY USING DATA FROM PISA SURVEY. | |
| Sabrina Giordano, Roberta Varriale, Mariangela Zenga |
| Assessing the degree of competitiveness among countries in the EU using Eurostat indicators | |
| Paolo Mariani, Andrea Marletta, Piero Quatto, Mariangela Zenga |
| MEASUREMENT INVARIANCE: A METHOD BASED ON LATENT MARKOV MODELS | |
| Francesco Dotto, Roberto Di Mari, Alessio Farcomeni, Antonio Punzo |
| AN INTERDISCIPLINARY METHODOLOGY FOR SOCIO-ECONOMIC SEGREGATION ANALYSIS | |
| Antonio De Falco, Antonio Irpino |
| 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 |
| SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA | |
| salvatore Latora, Luigi Augugliaro |
| Finite Mixture Models: An overview | |
| José G. Dias |
| ONE-DIMENSIONAL MIXTURE-BASED CLUSTERING FOR ORDINAL RESPONSES | |
| Marta Nai Ruscone, Daniel Fernandez |
| Finite Mixture Models: A systematic review | |
| José G. Dias |
| Multilevel Cross-Classified Latent Class Models | Untitled |
| Silvia Columbu, Nicola Piras, Jeroen Vermunt |
| Real-time discriminant analysis in the presence of label and measurement noise | |
| Mia Hubert, Iwein Vranckx, Jakob Raymaekers, Bart De Ketelaere, Peter Rousseeuw |
| A Topological Clustering on Evolutionary Data | |
| Rafik ABDESSELAM |
| BAYESIAN ANALYSIS FOR A GRAPHICAL T MODEL | |
| Jason Pillay, Andriette Bekker, Johan Ferreira, Mohammad Arashi |
| One-inflated Bayesian mixtures for population size estimation | |
| Andrea Tancredi |
| 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 |
| Personalized Treatment Selection Model for Survival Outcomes | |
| Matteo Pedone |
| Banks rating using statistical learning methods: An implementat?on with Turkey banking system | |
| Birsen Erdogan |
| Quantifying variable importance in cluster analysis | |
| Christian Hennig, Keefe Murphy |
| Residuals diagnostics for model-based trees for ordered rating responses | |
| Rosaria Simone |
| K-MEANS CLUSTERING – NEW VARIATIONS | |
| Andrzej Sokolowski, Malgorzata Markowska, Maciej Laburda |
| Explainable Machine Learning for Lending Default Classification | |
| Paolo Pagnottoni, Thuy Thanh Do, Golnoosh Babaei |
| A Method to Validate Clustering Partitions | |
| Luca Frigau, Giulia Contu, Marco Ortu, Andrea Carta |
| Resampling for stability estimation vs. cluster validation via data splitting and subsampling. Which approach is better in detection of clusters in taxonomy? | |
| Dorota Rozmus |
| A GROUP LASSO APPROACH FOR SELECTING THE NUMBER OF STATES IN A HIDDEN MARKOV MODEL | |
| Marius Oetting |
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 |
| Ensemble Method for Text Classification in Medicine with Multiple Rare Classes | |
| Alessandro Albano, Mariangela Sciandra, Antonella Plaia |
| Identification of misogynistic accounts on Twitter through Graph Convolutional Networks | |
| Lara Fontanella, Emiliano del Gobbo |
Functional and Object-oriented Data Analysis
| Sparse clustering for functional data | |
| Fabio Centofanti, Antonio Lepore, Biagio Palumbo |
| Nonparametric local inference for functional data defined on manifold domains | |
| Niels Lundtorp Olsen, Alessia Pini, Simone Vantini |
| Clustering imbalanced functional data | |
| Michelle Carey, Catherine Higgins |
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 |
| 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
| CAUSAL INFERENCE ON THE IMPACT OF EXTREME AMBIENT TEMPERATURES ON POPULATION HEALTH | |
| Michela Baccini, Alessandra Mattei, Giulio Biscardi, Aitana Lertxundi, Elena Degli Innocenti |
| CLUSTERING GENES SPATIAL EXPRESSION PROFILES WITH THE AID OF EXTERNAL BIOLOGICAL KNOWLEDGE | |
| Andrea Sottosanti |
| 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 |
| How to build your latent Markov model: the role of time and space | |
| Roland Langrock, Sina Mews |
| Case-control variational inference for large scale stochastic block models | |
| Silvia Pandolfi, Francesco Bartolucci |
Latent Variable Models for Complex Data Structures
| Markov switching regression models for longitudinal ordered responses to handle attitude towards response style, unobserved heterogeneity and serial dependence | |
| Sabrina Giordano |
| Test equating with evolving latent ability | |
| Silvia Bacci, Bruno Bertaccini, Carla Galluccio, Leonardo Grilli, Carla Rampichini |
| DIF ANALYSIS WITH UNKNOWN GROUPS AND ANCHOR ITEMS | |
| Gabriel Wallin, Yunxiao Chen, Irini Moustaki |
Machine Learning and AI
| DEPTH FUNCTIONS FOR TREE - INDEXED PROCESSES | |
| Giacomo Francisci, Anand Vidyashankar |
Machine Learning for Finite Population Inference
| FLEXIBLE EMPLOYMENT, A MACHINE LEARNING APPROACH | |
| Roberta Varriale |
| 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
| An R Package for Multilevel Latent Class Analysis with Covariates | |
| Johan Lyrvall |
| MEASUREMENT INVARIANCE TESTING OF LATENT CLASS MODELS USING RESIDUAL STATISTICS AND LIKELIHOOD RATIO TEST | |
| Zsuzsa Bakk |
| 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 |
Multi-view Data Analysis
| View it differently: finding groups in microbiome data | |
| Laura Anderlucci, Silvia Dallari, Angela Montanari |
| A COHORT STUDY ON THE GENDER GAP IN MORTALITY THROUGH THE TUCKER3 MODEL | |
| Andrea Nigri |
| Simultaneous Clustering and Variable Selection on Multi-view Data | |
| Shuai Yuan |
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 |
| THE BROAD PHENOTYPE-SPECIFIC APPLICATIONS OF THE NETWORK-BASED SWIM TOOL | |
| Federica Conte, Paola Paci |
New Developments in Latent Variable Models
| Interpretable and Accurate Scaling in Large-Scale Assessment: A Variable Selection Approach to Latent Regression | |
| Yunxiao Chen |
| ESTIMATION ISSUES IN MULTIVARIATE PANEL DATA | |
| Silvia Cagnone |
| 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 |
| 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 |
| 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
| Using retail transactions for consumer price index and expenditure statistics | |
| Li-Chun Zhang |
| 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 |
| Model-based clustering of right-censored lifetime data with frailties and random covariates | Last accepted + source |
| Andrea Cappozzo |
| LONGITUDINAL HIDDEN MARKOV MODELS: PROBLEMS AND METHODS | |
| Mackenzie Neal |
| Model-based clustering via parsimonious mixtures of dimension-wise scaled normal mixtures | |
| Antonio Punzo |
Robust Procedures
| Trimmed kernel mean shift | |
| luca greco, Giovanna Menardi, Marco Rudelli |
| 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 |
SFC Session
| Distances, Orders and Spaces | |
| Pascal Préa |
| Clustering Longitudinal Ordinal Data | |
| Julien Jacques |
| Multiple imputation for clustering on incomplete data | |
| Vincent Audigier, Ndèye Niang |
Statistical Learning Methods in Finance and Business
| The comparative analysis of publication activity in Hungary and Poland in the field of economics, finance and business | |
| Pawe? Lula, Zsuzsanna Géring, Magdalena Talaga, Réka Tamássy |
| CORPORATE BANKRUPTCY PREDICTION: APPLICATION OF STATISTICAL LEARNING METHODS | |
| Barbara Pawelek, Maria Sadko |
| DEEP NEURAL NETWORK IN THE MODELING OF THE DEPENDENCE STRUCTURE IN RISK AGGREGATION | |
| Anna Denkowska |