Cladag 2017 Book of Short Papers

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Francesca Greselin, Francesco Mola, Mariangela Zenga
Universitas Studiorum, 29 set 2017 - 698 pagine
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This book is the collection of the Abstract / Short Papers submitted by the authors of the International Conference of The CLAssification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS), held in Milan (Italy) on September 13-15, 2017.
 

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HIDDEN VARIABLE MODELS FOR MARKET BASKET DATA Harald Hruschka
ENSEMBLE METHODS FOR RANKING DATA Antonella Plaia Mariangela Sciandra and Roberta Murò
THE PARADIGM ITS MEANING AND ILLUSTRATIVE EXAMPLES Jan W Owsiński Jarosław Stańczak Karol Opara and Sławomir Zadrożny
NONPARAMETRIC MIXEDEFFECTS MODEL FOR UNSUPERVISED CLASSIFICATION IN THE ITALIAN EDUCATION SYSTEM Masci Chiar...
CLUSTERING TECHNIQUE FOR GROUPED SURVIVAL DATA WITH A NONPARAMETRIC FRAILTY TERM Francesca Gasperoni Francesca I...
USING PAM AND DTW FOR TIME SERIES CLASSIFICATION Ilaria Lucrezia Amerise
AN APPLICATION TO THE GERMAN SOCIOECONOMIC PANEL DATA Silvia Bacci Francesco Bartolucci Giulia Bettin and Claudia Pigini
GOODNESSOFFIT TESTS FOR DISCRETE DISTRIBUTIONS UNDER COMPLEX SAMPLING DESIGN Pier Luigi Conti
CALIBRATED CLUSTER VALIDITY FOR COMPARING THE QUALITY OF CLUSTERINGS Christian Hennig
ON SUPPORT VECTOR MACHINES UNDER A MULTIPLECOST SCENARIO Sandra BenitezPena Rafael Blanquero Emilio Carrizosa and Pepa Ra...
SPARSE NAIVE BAYES CLASSIFICATION Rafael Blanquero Emilio Carrizosa Pepa RamirezCobo and MRemedios SilleroDenamiel
MULTIVARIATE MIXED MODELS FOR ASSESSING EQUITY AND EFFICACY IN EDUCATION AN ANALYSIS OVER TIME USING EU15 P...
AN EVALUATION OF PREDICTIVE PERFORMANCE Paolo Giudici and Branka Hadji Misheva
PREFERENCE JUDGMENTS OF CURVATURE AND ANGULARITY IN ARCHITECTURAL FAÇADES Giuseppe Bove Nicole Ruta Stefano Masta...
ZERO INFLATED CUB MODELS FOR THE EVALUATION OF LEISURE TIME ACTIVITIES Maria Iannario Rosaria Simone
MIXTURE OF COPULAE BASED APPROACH FOR DEFINING THE SUBJECTS DISTANCE IN CLUSTER ANALYSIS Andrea Bonanomi Marta ...
A GENERALIZED MAHALANOBIS DISTANCE FOR THE CLASSIFICATION OF FUNCTIONAL DATA Andrea Ghiglietti Francesca Ieva and An...
A NEW ESTIMATION TECHNIQUE Gianmarco Vacca
A GENERALIZED KMEANS ALGORITHM FOR MULTIVARIATE BIG DATA WITH CORRELATED COMPONENTS Giacomo Aletti Alessandra...
CHANGES IN COUPLES BREADWINNING PATTERNS AND WIFES ECONOMIC ROLE IN JAPAN Miki Nakai
OPTIMIZATION OF THE LISTWISE DELETION METHOD Graziano Vernizzi and Miki Nakai
STATISTICAL MATCHING UNDER INFORMATIVE PROBABILITY SAMPLING Daniela Marella Danny Pfeffermann
STRUCTURAL LEARNING FOR COMPLEX SURVEY DATA Daniela Marella Paola Vicard
ROBUST AND SPARSE CLUSTERING FOR HIGHDIMENSIONAL DATA Sarka Brodinova Peter Filzmoser Thomas Ortner Maia Zaharieva and Ch...
SPATIAL MODELING OF BRAIN CONNECTIVITY DATA Daniele Durante Emanuele Aliverti
A CIRCULAR DENSITY STRIP PLOT Davide Buttarazzi Giovanni C Porzio
NON PARAMETRIC BAYESIAN NETWORKS FOR MEASUREMENT ERROR DETECTION Daniela Marella Paola Vicard and Vincenzina Vitale
A NONSTANDARD OPTIMISATION APPROACH TO THE CALIBRATION OF DYNAMIC FACTOR MODELS Fabio Della Marra
CUSTERWEIGHTED BETA REGRESSION M Alfò L Nieddu and C Vitiello
A CONSTRAINT BASED ALGORITHM FOR NONPARANORMAL DATA Flaminia Musella Paola Vicard and Vincenzina Vitale
ADVANCES IN RISK MEASUREMENT IN A DISTRESSED BANKS SCENARIO Mauro Bernardi Roy Cerqueti and Arsen Palestini
ON VARIABILITY ANALYSIS OF EVOLUTIONARY ALGORITHMBASED ESTIMATION Manuel Rizzo
TEXT MINING IN INSURANCE Mattia Borrelli Diego Zappa
CONSTRAINED CONSENSUS BUCKET ORDER Antonio DAmbrosio Carmela Iorio and Roberta Siciliano
AN APPLICATION TO BIRTH EVENT DATA IN ITALY Massimo Cannas Paolo Berta and Francesco Mola
IDENTIFICATION OF EARTHQUAKE CLUSTERS THROUGH A NEW SPACETIMEMAGNITUDE METRIC Renata Rotondi Antonella Peresan St...
ROBUST CLUSTERING TOOLS BASED ON OPTIMAL TRANSPORTATION Eustasio Del Barrio
STUDY OF CONTEXTSPECIFIC INDEPENDENCIES THROUGH CHAIN STRATIFIED GRAPH MODELS FOR CATEGORICAL VARIABLES Fe...
ON THE TURNING POINT DETECTION IN FINANCIAL TIME SERIES Riccardo Bramante and Silvia Facchinetti
A GAMIFICATION APPROACH TO TEXT CLASSIFICATION IN R Giorgio Maria Di Nunzio
A SPECIAL DIRICHLET MIXTURE MODEL FOR MULTIVARIATE BOUNDED RESPONSES Agnese Maria Di Brisco and Sonia Migliorati
BOOTSTRAP PREDICTION INTERVALS IN LINEAR MODELS Davide Passaretti and Domenico Vistocco
SENSITIVITY ANALYSIS IN CORPORATE BANKRUPTCY PREDICTION Barbara Pawełek and Józef Pociecha
INTERVAL REGRESSION ANALYSIS FOR THE REPRESENTATION OF THE COREPERIPHERY STRUCTURE ON LARGE NETWORKS Carlo ...
ESTIMATING MEDIATION EFFECTS IN EPIGENOMIC STUDIES Vera Djordjilovic
ASSESSING HETEROGENEITY IN A MATCHING ESTIMATION OF ENDOGENOUS TREATMENT EFFECT Maria Gabriella Campolo Antonin...
TIME SERIES CLUSTERING FOR PORTFOLIO SELECTION Carmela Iorio and Antonio DAmbrosio
THEORY AND APPLICATIONS Jacopo Di Iorio Simone Vantini
PERMUTATION METHODS FOR MULTIASPECT LOCAL INFERENCE ON FUNCTIONAL DATA Alessia Pini Lorenzo Spreafico Simone Vantin...
ROBUSTNESS ASPECTS OF DDCLASSIFIERS FOR DIRECTIONAL DATA Giuseppe Pandolfo
NONPARAMETRIC INFERENCE FOR NETWORKVALUED DATA Ilenia Lovato Alessia Pini Aymeric Stamm and Simone Vantini
MQUANTILE REGRESSION FOR MULTIVARIATE LONGITUDINAL DATA M Alfò MF Marino MG Ranalli N Salvati and N Tzavidis
SPATIAL SURVIVAL MODELS FOR ANALYSIS OF EXOCYTOTIC EVENTS ON HUMAN bCELLS RECORDED BY TIRF IMAGING Thi Huon...
CLASSIFICATION METHODS FOR MULTIVARIATE FUNCTIONAL DATA WITH APPLICATION TO BIOMEDICAL SIGNALS Andrea Martin...
A ZEROINFLATED BETA REGRESSION MODEL FOR PREDICTING FIRSTYEAR PERFORMANCE IN UNIVERSITY CAREER Matilde Bini Lu...
A LATENT SPACE MODEL FOR MULTIDIMENSIONAL NETWORKS Silvia DAngelo Thomas Brendan Murphy and Marco Alfò
A LEAP INTO FUNCTIONAL HILBERT SPACES WITH HAROLD HOTELLING Alessia Pini Aymeric Stamm and Simone Vantini
Modelbased Clustering of Data with Measurement Errors By Michael Fop Thomas Brendan Murphy and Lorraine Hanlon
REGRESSION MODELS FOR THE RESTRICTED RESIDUAL MEAN TIME FOR RIGHTCENSORED AND LEFTTRUNCATED DATA Giuliana C...
ROC CURVE PREDICTION USING TWITTER DATA Paolo Mariani Andrea Marletta and Mariangela Sciandra
A SPECIAL DIRICHLET MIXTURE MODEL IN A BAYESIAN PERSPECTIVE Ascari Roberto Migliorati Sonia and Ongaro Andrea
METHODOLOGICAL ISSUES AND EMPIRICAL RESULTS Susanna Zaccarin Maria Prosperina Vitale and Domenico De Stefano
DISSIMILARITY PROFILE ANALYSIS FOR ASSESSING THE QUALITY OF IMPUTATION IN CARDIOVASCULAR RISK STUDIES Nadia Sol...
VISUAL TOOLS FOR INTERACTIVE CLUSTERING OF EU STATE MEMBERS VIA METABOLIC PATTERNS M Aria C Iorio R Siciliano and M...
APPLYING NETWORK ANALYSIS TO ONLINE NEWS BIG DATA Giovanni Giuffrida Simona Gozzo Francesco Mazzeo Rinaldi Venera Tomaselli
FROM DATA MINING TO PROCESS MINING Massimiliano Giacalone Carlo Cusatelli Roberto Casadei Angelo Romano and last Vito Santarcangelo
TESTING DIFFERENT STRUCTURES OF SPATIAL DYNAMIC PANEL DATA MODELS Francesco Giordano Massimo Pacella and Maria Lucia P...
REDUCED KMEANS PRINCIPAL COMPONENT MULTINOMIAL REGRESSION FOR STUDYING THE RELATIONSHIPS BETWEEN SPECTR...
THE MULTILEVEL LOGISTIC CLUSTER WEIGHTED MODEL Paolo Berta Fulvia Pennoni and Veronica Vinciotti
INDIVIDUAL DIFFERENCES IN BRAND SWITCHING Akinori Okada and Hiroyuki Tsurumi
A NEW ROBUST ESTIMATOR OF MULTILEVEL MODELS BASED ON THE FORWARD SEARCH APPROACH Aldo Corbellini Luigi Grossi an...
A FUNCTIONAL DATA PERSPECTIVE Davide Pigoli John AD Aston and Frédéric Ferraty
MULTIVARIATE HIDDEN MARKOV REGRESSION MODELS WITH RANDOM COVARIATES Antonio Punzo Salvatore Ingrassia and Antonell...
FITTING CLUSTERWEIGHTED MODELS IN R Angelo Mazza Antonio Punzo and Salvatore Ingrassia
NETWORK INFERENCE IN GENOMICS Ernst C Wit
IS IT POSSIBLE A DESIGN OF EXPERIMENT WITH PUZZLING DYNAMIC DATA? Giacomo Aletti
ACCOUNTING FOR MODEL UNCERTAINTY IN INDIVIDUALIZED DESIGNS FOR DISCRETE CHOICE EXPERIMENTS Guido Consonni Laur...
AN APPLICATION TO NETWORK DATA Saverio Ranciati Veronica Vinciotti and Ernst Wit
DENSITY BASED CLASSIFICATION METHODS FOR FUNCTIONAL DATA EG Bongiorno and A Goia
TRIMMING THE MIXTURE MODEL Gunter Ritter
POLAND ON GLOBAL CONSUMER MARKETS MULTILEVEL SEGMENTATION OF COUNTRIES ON THE BASIS OF MARKET POTENTIA...
THE GINI APPROACH Stéphane Mussard and Jérome Ouraga
THREE CASE STUDIES Enrico di Bella
PACKAGE LMest FOR LATENT MARKOV ANALYSIS OF LONGITUDINAL CATEGORICAL DATA Francesco Bartolucci Silvia Pandofi and Ful...
A PROPOSAL FOR ROBUST FUNCTIONAL CLUSTERING BASED ON TRIMMING AND CONSTRAINTS Luis Angel GarciaEscudero Diego Riv...
EXPERIMENTAL DESIGN AND BIG DATA Henry P Wynn
NEW POSETIC TOOLS FOR THE EVALUATION OF FINANCIAL LITERACY Marco Fattore Mariangela Zenga
COVARIANCE MATRICES OF ROBUST ESTIMATORS IN REGRESSION Silvia Salini Fabrizio Laurini Marco Riani and Andrea Cerioli
FLEXIBLE INFERENCE FOR FMRI DATA Aldo Solari Livio Finos Wouter W Weeda Jonathan Rosenblatt andJelle J Goeman
PROBABILISTIC DISTANCE ALGORITHM GENERALIZATION TO STUDENTS T MIXTURES Christopher Rainey Cristina Tortora and Francesc...
VALIDATION OF EXPERIMENTS INVOLVING IMAGE SEGMENTATION OF BOTANIC SEEDS Jaromir Antoch Claudio Conversano Luca Frig...
ANALYSIS OF UNIVERSITY TEACHING QUALITY MERGING STUDENT RATINGS WITH PROFESSOR CHARACTERISTICS AND OPINION...
OPTIMAL DESIGN OF EXPERIMENTS IN THE PRESENCE OF COVARIATE INFORMATION Peter Goos and Bradley Jones
CONFIRMATORY FACTOR ANALYSIS ALKIRE AND FOSTERS COUNTING APPROACH AND PARTIALLY ORDERED SET APPROACH Kati...
TRANSFERS BETWEEN SOURCES AND UNITS IN ZENGAS INEQUALITY INDEX DECOMPOSITION Alberto Arcagni
AN EMPIRICAL ANALYSIS Anna Maria Fiori and Anna Motta
ADAPTIVE DOSEFINDING DESIGNS TO IDENTIFY MULTIPLE DOSES THAT ACHIEVE MULTIPLE RESPONSE TARGETS Adrian Mander
A PARADIGM CHANGE Giorgio Licastro
JOINT DECOMPOSITION BY SUBPOPULATIONS AND SOURCES OF THE POINT AND SYNTHETIC BONFERRONI INEQUALITY MEASUR...
WINE AUTHENTICITY ASSESSED VIA TRIMMING Andrea Cappozzo Francesca Greselin
OPINION MINING CITY BRANDING Federico Neri and Roberto Grandi
AN APPLICATION TO DATA FROM POLAND AND ITALY Michele Zenga Alina Jędrzejczak and Igor Valli
EXPLORATORY VISUALIZATION TECHNIQUES FOR IMBALANCED CLASSIFICATION TASKS Adalbert Wilhelm
THE RISE OF EARLY PHASE CLINICAL TRIALS Nancy Flournoy
GAUSSIAN MIXTURE MODELING UNDER MEASUREMENT UNCERTAINTY Volodymyr Melnykov Sarkar Shuchismita and Rong Zhengi
ON PROPORTIONAL ODDS MODELLING AND MARGINAL EFFECTS OF SARDINIAN HOTELS DATA Giulia Contu Claudio Conversano and ...
UNIVERSITY AND TOURISM GRADUATES PROFILES FOR THE TOURISM SECTOR Antonio Giusti Laura Grassini and Manuela Scioni
THE EFFECT OF THE FIRM SIZE IN THE SELECTION OF RECRUITMENT FOR NEW GRADUATE Franca Crippa Paolo Mariani Andrea Marlet...
A LIKELIHOOD FORMULATION Marcella Mazzoleni and Mariangela Zenga
HIGHDIMENSIONAL CLUSTERING VIA RANDOM PROJECTIONSLaura Anderlucci Francesca Fortunato and Angela Montanari
RARE EVENT SAMPLING TECHNIQUE ON SENTIMENT ANALYSIS SUPERVISED ALGORITHM Marika Arena Anna Calissano and Simone V...
CLUSTERING AND STRUCTURAL EQUATION MODELLING Mario Fordellone Maurizio Vichi
STEPWISE LATENT MARKOV MODELING WITH COVARIATES IN THE PRESENCE OF DIRECT EFFECTS Roberto Di Mari and Zsuzsa Bakk
EFFICIENT ROBUST METHODS FOR MULTIVARIATE DATA VIA MONITORING Anthony C Atkinson
A NEW DESIGN STRATEGY FOR THE HYPOTHESIS TESTING UNDER RESPONSE ADAPTIVE RANDOMIZATION Maroussa Zagoraiou Ales...
WEIGHTED LIKELIHOOD ESTIMATION OF MULTIVARIATE LOCATION AND SCATTER Luca Greco and Claudio Agostinelli
A spatial and modelbased approach to identify the effect of cultural capital on high school dropout The Italian case Stefano Barberis and Enrico Ripa...
HOW NOT TO BE BIASED FROM THE PAST IN VOLATILE CONTEXTS Federico Stefanato and Marco Cagna
NEW PROPOSALS FOR CLUSTERING BASED ON TRIMMING AND RESTRICTIONS Luis Angel GarcIa Escudero Francesca Greselin and AgustI...
A DYNAMIC MODELBASED CLUSTERING APPROACH TO DETECT THE TRENDS OF STATISTICS FROM 1970 TO 2015 Laura Anderlucci ...
COMBINED METHODS IN MULTILABEL CLASSIFICATION ALGORITHMS Frigau Luca Conversano Claudio and Mola Francesco
ACADEMIC DISCIPLINES AS PERCEIVED BY ENTREPRENEURS Luigi Fabbris and Manuela Scioni
THE POWER OF BIG DATA INVESTIGATION AND ADVANCED ANALYTICS TO MAXIMIZE THE DATA CAPITAL Roberto Falcinelli
DATA SCIENCE APPROACH AND CHALLENGES IN PRIVATE SECTORS Rocco Michele Lancellotti
ESTIMATION AND TESTING Anna Maria Bianchi Enrico Fabrizi Nicola Salvati and Nikos Tzavisis
SEMIPARAMETRIC ESTIMATION OF LARGE CONDITIONAL VARIANCECOVARIANCE AND CORRELATION MATRICES WITH AN APPL...
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