Paolo GIORDANI

Full professor


email: paolo.giordani@uniroma1.it
phone: (+39) 06 49910504 (int. 20504)
building: CU002
room: n. 16

Full Professor (ssd SECS-S/01 Statistics), PhD in Statistical Methodology (University of Rome "La Sapienza") in 2004, research associate from 2004 to 2008, assistant professor since 2008, associate professor since 2015, since 2010 at the Department of Statistical Sciences, Sapienza University of Rome. His research interests mainly concern clustering, multivariate and multiway analysis, as documented by publications in journals with high international reputation in the fields of multivariate statistics, psychometrics and chemometrics.

Research products

11573/1723144 - 2024 - FKML0: A Matlab Routine for Sparse Fuzzy Clustering
Ferraro, Maria Brigida; Forti, Marco; Giordani, Paolo - 04b Atto di convegno in volume
conference: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (Yokohama, Japan)
book: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - ()

11573/1711743 - 2024 - Weighted least squares for archetypal analysis with missing data
Giordani, Paolo; Kiers, Henk A. L. - 01a Articolo in rivista
paper: BEHAVIORMETRIKA (Tokyo: Springer Japan Tokyo: Behaviormetric Society of Japan) pp. 441-475 - issn: 0385-7417 - wos: (0) - scopus: 2-s2.0-85180837122 (1)

11573/1680555 - 2023 - Mortality forecasting using the four-way CANDECOMP/PARAFAC decomposition
Cardillo, G.; Giordani, P.; Levantesi, S.; Nigri, A.; Spelta, A. - 01a Articolo in rivista
paper: SCANDINAVIAN ACTUARIAL JOURNAL (TAYLOR & FRANCIS LTD, 4 PARK SQUARE, MILTON PARK, ABINGDON, ENGLAND, OXON, OX14 4RN) pp. 916-932 - issn: 0346-1238 - wos: WOS:000936124200001 (1) - scopus: 2-s2.0-85148599493 (2)

11573/1688613 - 2023 - A multi-way analysis of similarity patterns in longevity improvements
Cardillo, G; Giordani, P; Levantesi, S; Nigri, A; Spelta, A - 01a Articolo in rivista
paper: STATISTICAL METHODS & APPLICATIONS (Physica-Verlag, berlin) pp. 1-24 - issn: 1618-2510 - wos: WOS:001041414900001 (0) - scopus: 2-s2.0-85166412211 (0)

11573/1688623 - 2023 - A cohort study on the gender gap in mortality through the Tucker3 model
Giordani, Paolo; Levantesi, Susanna; Nigri, Andrea; Zarulli, Virginia - 04b Atto di convegno in volume
conference: 14th Scientific Meeting of the Classification and Data Analysis Group, CLADAG 2023 (Salerno; Italia)
book: CLADAG 2023 Book of Abstracts and Short papers - (9788891935632)

11573/1666881 - 2023 - Fuzzy and Model Based Clustering Methods: Can We Fruitfully Compare Them?
Serafini, Alessio; Scrucca, Luca; Alfo', Marco; Giordani, Paolo; Ferraro, Maria Brigida - 02a Capitolo o Articolo
book: Models for Data Analysis - (978-3-031-15884-1)

11573/1683586 - 2023 - CPclus: Candecomp/Parafac Clustering Model for Three-Way Data
Vicari, Donatella; Giordani, Paolo - 01a Articolo in rivista
paper: JOURNAL OF CLASSIFICATION (Springer-Verlag New York Incorporated:175 Fifth Avenue:New York, NY 10010:(212)460-1500, EMAIL: orders@springer-ny.com, INTERNET: http://www.springer-ny.com, Fax: (212)533-3503) pp. 432-465 - issn: 0176-4268 - wos: WOS:001005823700001 (0) - scopus: 2-s2.0-85163135155 (0)

11573/1573374 - 2022 - Random effect models for multivariate mixed data: A Parafac-based finite mixture approach
Alfo, M.; Giordani, P. - 01a Articolo in rivista
paper: STATISTICAL MODELLING (London: Sage) pp. 46-66 - issn: 1471-082X - wos: WOS:000692214000001 (1) - scopus: 2-s2.0-85114118998 (1)

11573/1665375 - 2022 - A tensor-based approach to cause-of-death mortality modeling
Cardillo, Giovanni; Giordani, Paolo; Levantesi, Susanna; Nigri, Andrea - 01a Articolo in rivista
paper: ANNALS OF OPERATIONS RESEARCH (Switzerland: Springer Nature Dordrecht : Kluwer) pp. 1-20 - issn: 1572-9338 - wos: WOS:000884941900001 (3) - scopus: 2-s2.0-85142137109 (4)

11573/1666906 - 2022 - An Application of the Tensor-Based Approach to Mortality Modeling
Cardillo, Giovanni; Giordani, Paolo; Levantesi, Susanna; Nigri, Andrea - 04b Atto di convegno in volume
conference: Mathematical and Statistical Methods for Actuarial Sciences and Finance. MAF 2022 (Salerno)
book: Mathematical and Statistical Methods for Actuarial Sciences and Finance. MAF 2022 - (978-3-030-99637-6)

11573/1655198 - 2022 - Cluster Validity Measures for Fuzzy Two-Mode Clustering
Ferraro, Maria Brigida; Giordani, Paolo; Vichi, Maurizio - 02a Capitolo o Articolo
book: Building Bridges between Soft and Statistical Methodologies for Data Science - (978-3-031-15508-6)

11573/1390956 - 2021 - A class of two-mode clustering algorithms in a fuzzy setting
Ferraro, Maria Brigida; Giordani, Paolo; Vichi, Maurizio - 01a Articolo in rivista
paper: ECONOMETRICS AND STATISTICS (Publisher: Amsterdam: Elsevier B.V.) pp. 63-78 - issn: 2452-3062 - wos: WOS:000636803000006 (5) - scopus: 2-s2.0-85083707112 (4)

11573/1559785 - 2021 - Bootstrap confidence intervals for principal covariates regression
Giordani, P.; Kiers, H. A. L. - 01a Articolo in rivista
paper: BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY (Oxford: Wiley-Blackwell London: Taylor & Francis, 1965-) pp. 541-566 - issn: 0007-1102 - wos: WOS:000621494700001 (0) - scopus: 2-s2.0-85101586449 (1)

11573/1565537 - 2021 - Clustering models for three-way data
Vicari, Donatella; Giordani, Paolo - 04b Atto di convegno in volume
conference: 13th Scientific Meeting of the Classification and Data Analysis Group (CLADAG2021) (Firenze; Italy (virtual conference))
book: Cladag 2021 Book of Abstracts and Short Papers.13th Meeting of the Classification and Data Analysis Group - (9788855183406)

11573/1304557 - 2020 - Soft clustering
Ferraro, M. B.; Giordani, P. - 01a Articolo in rivista
paper: WILEY INTERDISCIPLINARY REVIEWS. COMPUTATIONAL STATISTICS (Hoboken, NJ : John Wiley & Sons) pp. 1-12 - issn: 1939-0068 - wos: WOS:000619158000004 (20) - scopus: 2-s2.0-85067670623 (20)

11573/1471409 - 2020 - A study of longitudinal mobile health data through fuzzy clustering methods for functional data: The case of allergic rhinoconjunctivitis in childhood
Giordani, P.; Perna, S.; Bianchi, A.; Pizzulli, A.; Tripodi, S.; Matricardi, P. M. - 01a Articolo in rivista
paper: PLOS ONE (San Francisco, CA : Public Library of Science) pp. 1-23 - issn: 1932-6203 - wos: WOS:000595003900026 (8) - scopus: 2-s2.0-85096348048 (9)

11573/1471411 - 2020 - Factor Uniqueness of the Structural Parafac Model
Giordani, P.; Rocci, R.; Bove, G. - 01a Articolo in rivista
paper: PSYCHOMETRIKA (Psychometric Society:Advan System, 171 Watson Road:Dover, NH 03820:(603)749-9102, EMAIL: nering@asme.com, 400341@umdd.umd.edu, INTERNET: http://www.asme.com, Fax: (603)749-6398) pp. 555-574 - issn: 0033-3123 - wos: WOS:000560571700001 (2) - scopus: 2-s2.0-85089448596 (3)

11573/1420306 - 2020 - An Introduction to Clustering with R
Giordani, Paolo; Ferraro, Maria Brigida; Martella, Francesca - 03a Saggio, Trattato Scientifico

11573/1471405 - 2020 - Candecomp/Parafac with zero constraints at arbitrary positions in a loading matrix
Kiers, H. A. L.; Giordani, P. - 01a Articolo in rivista
paper: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 1-12 - issn: 0169-7439 - wos: WOS:000595002200002 (3) - scopus: 2-s2.0-85093942163 (4)

11573/1318563 - 2019 - A review and proposal of (fuzzy) clustering for nonlinearly separable data
Ferraro, M. B.; Giordani, P. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (Elsevier Science Incorporated / NY Journals:Madison Square Station, PO Box 882:New York, NY 10159:(212)633-3730, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: (212)633-3680) pp. 13-31 - issn: 0888-613X - wos: WOS:000496038800002 (12) - scopus: 2-s2.0-85072270594 (17)

11573/1188341 - 2019 - Robust fuzzy relational clustering of non-linear data
Ferraro, Maria Brigida; Giordani, Paolo - 02a Capitolo o Articolo
book: Advances in Intelligent Systems and Computing - (9783319975467)

11573/1304559 - 2019 - fclust: An R Package for Fuzzy Clustering
Ferraro, Maria Brigida; Giordani, Paolo; Serafini, Alessio - 01a Articolo in rivista
paper: THE R JOURNAL (The R journal First or current publisher [Vienna] : R Foundation for Statistical Computing) pp. 1-18 - issn: 2073-4859 - wos: WOS:000485798200013 (55) - scopus: 2-s2.0-85072267878 (57)

11573/1385122 - 2019 - Fuzzy clustering in a reduced subspace
Giordani, Paolo; Ferraro, Maria Brigida; Fordellone, Mario; Vichi, Maurizio - 04b Atto di convegno in volume
conference: 62nd ISI WORLD STATISTICS CONGRESS 2019 (Kuala Lumpur)
book: Proceedings ISI World Statistics Congress 2019 Contributed Paper Session (Volume 6) - (978-967-2000-72-3)

11573/1351548 - 2019 - THE PARAFAC MODEL IN THE MAXIMUM LIKELIHOOD APPROACH
Giordani, Paolo; Rocci, Roberto; Bove, Giuseppe - 04b Atto di convegno in volume
conference: ClaDAG 2019 (Cassino, Italia)
book: CLADAG 2019 Book of Short Papers - (978-88-8317-108-6)

11573/1666900 - 2018 - A Comparison of Model-Based and Fuzzy Clustering Methods
Alfo, Marco; Ferraro, Maria Brigida; Giordani, Paolo; Scrucca, Luca; Serafini, Alessio - 04b Atto di convegno in volume
conference: SIS 2018 (Palermo)
book: Book of Short Papers SIS 2018 - (9788891910233)

11573/1099199 - 2018 - Special issue on soft methods in probability and statistics (SMPS 2016)
Ferraro, Maria Brigida; Giordani, Paolo; Vantaggi, Barbara - 01m Editorial/Introduzione in rivista
paper: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (Elsevier Science Incorporated / NY Journals:Madison Square Station, PO Box 882:New York, NY 10159:(212)633-3730, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: (212)633-3680) pp. 18-19 - issn: 0888-613X - wos: WOS:000430902700002 (0) - scopus: 2-s2.0-85043449695 (1)

11573/1014932 - 2018 - A review of tensor-based methods and their application to hospital care data
Giordani, Paolo; Kiers, Henk A. L. - 01a Articolo in rivista
paper: STATISTICS IN MEDICINE (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 137-156 - issn: 0277-6715 - wos: WOS:000417483900011 (5) - scopus: 2-s2.0-85031105194 (5)

11573/997865 - 2017 - Editorial: Special section on latent variable models for longitudinal data
Bartolucci, Francesco; Giordani, Paolo - 01m Editorial/Introduzione in rivista
paper: BIOMETRICAL JOURNAL (Weinheim: Wiley-VCH, 1977-[2020] Berlin: Akad.-Verl., anfangs) pp. 781-782 - issn: 0323-3847 - wos: WOS:000404907800014 (0) - scopus: 2-s2.0-85021748070 (0)

11573/957287 - 2017 - Possibilistic and fuzzy clustering methods for robust analysis of non-precise data
Ferraro, Maria Brigida; Giordani, Paolo - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (Elsevier Science Incorporated / NY Journals:Madison Square Station, PO Box 882:New York, NY 10159:(212)633-3730, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: (212)633-3680) pp. 23-38 - issn: 0888-613X - wos: WOS:000407655600002 (17) - scopus: 2-s2.0-85019726409 (22)

11573/1385020 - 2017 - Preface : Soft Methods for Data Science
Ferraro, Maria Brigida; Giordani, Paolo; Vantaggi, Barbara; Gagolewski, Marek; Ángeles Gil, María; Grzegorzewski, Przemysław; Hryniewicz, Olgierd - 02c Prefazione/Postfazione
book: Soft Methods for Data Science - (978-3-319-42971-7)

11573/910444 - 2017 - Soft Methods for Data Science
Ferraro, Maria Brigida; Giordani, Paolo; Vantaggi, Barbara; Gagolewski, Marek; Gil, María Ángeles; Grzegorzewski, Przemysław; Hryniewicz, Olgierd - 06a Curatela

11573/953795 - 2017 - Some clarifications of remedies for Candecomp/Parafac degeneracy by means of an SVD-penalized approach
Giordani, Paolo; Rocci, Roberto - 01a Articolo in rivista
paper: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 172-181 - issn: 0169-7439 - wos: WOS:000395843700018 (1) - scopus: 2-s2.0-85011106102 (1)

11573/1356484 - 2017 - A Bayesian oblique factor model with extension to tensor data
Jauch, M.; Giordani, P.; Dunson, D. - 04b Atto di convegno in volume
conference: SIS 2017 (Firenze)
book: SIS 2017. Statistics and Data Science: new Challenges, new Generations - (978-88-6453-521-0)

11573/903368 - 2016 - Finite Mixture Models for Mixed Data: EM Algorithms and Parafac Representations
Alfo', Marco; Giordani, Paolo - 04b Atto di convegno in volume
conference: Cladag 2015 (Santa Margherita di Pula)
book: Cladag 2015 Book of Abstract - (978-88-8467-949-9)

11573/870936 - 2016 - Overlapping Clusterwise Simultaneous Component Analysis
De Roover, Kim; Ceulemans, Eva; Giordani, Paolo - 01a Articolo in rivista
paper: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 249-259 - issn: 0169-7439 - wos: WOS:000380415100029 (3) - scopus: 2-s2.0-84970002722 (3)

11573/908369 - 2016 - Fuzzy and possibilistic approach to clustering of imprecise data
Ferraro, Maria Brigida; Giordani, Paolo - 04b Atto di convegno in volume
conference: SIS2016 (Salerno)
book: PROCEEDINGS of the 48th scientific meeting of the Italian Statistical Society - (9788861970618)

11573/903367 - 2016 - Estimation procedures for avoiding degenerate solutions in Candecomp/Parafac
Giordani, Paolo - 04b Atto di convegno in volume
conference: Cladag 2015 (Santa Margherita di Pula)
book: Cladag 2015 Book of Abstract - (978-88-8467-949-9)

11573/867727 - 2016 - A fuzzy clustering procedure for random fuzzy sets
Giordani, Paolo; Ramos Guajardo, Ana Belén - 01a Articolo in rivista
paper: FUZZY SETS AND SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 54-69 - issn: 0165-0114 - wos: WOS:000386073400003 (6) - scopus: 2-s2.0-84973143538 (7)

11573/903371 - 2016 - Remedies for Degeneracy in Candecomp/Parafac
Giordani, Paolo; Rocci, Roberto - 02a Capitolo o Articolo
book: Quantitative Psychology Research - (978-3-319-38757-4)

11573/867715 - 2016 - Endotypes of pollen food syndrome in children with seasonal allergic rhinoconjunctivitis. a molecular classification
Mastrorilli, Carla; Tripodi, Salvatore; Caffarelli, Carlo; Perna, Serena; Di Rienzo Businco, Andrea; Sfika, Ifigenia; Asero, Riccardo; Dondi, Arianna; Bianchi, Annamaria; Povesi Dascola, Carlotta; Ricci, Giampaolo; Cipriani, Francesca; Maiello, Nunzia; Miraglia Del Giudice, Michele; Frediani, Tullio; Frediani, Simone; Macri', Francesco; Pistoletti, Chiara; Dello Iacono, Iride; Patria, Maria Francesca; Varin, Elena; Peroni, Diego; Comberiati, Pasquale; Chini, Loredana; Moschese, Viviana; Lucarelli, Sandra; Bernardini, Roberto; Pingitore, Giuseppe; Pelosi, Umberto; Olcese, Roberta; Moretti, Matteo; Cirisano, Anastasia; Faggian, Diego; Travaglini, Alessandro; Plebani, Mario; Verga, Maria Carmen; Calvani, Mauro; Giordani, Paolo; Matricardi, Paolo Maria - 01a Articolo in rivista
paper: ALLERGY (Oxford: John Wiley & Sons Oxford: Blackwell Copenhagen: Munksgaard, 1978-) pp. 1181-1191 - issn: 0105-4538 - wos: WOS:000380335300010 (60) - scopus: 2-s2.0-84965118251 (66)

11573/792079 - 2015 - A toolbox for fuzzy clustering using the R programming language
Ferraro, Maria Brigida; Giordani, Paolo - 01a Articolo in rivista
paper: FUZZY SETS AND SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 1-16 - issn: 0165-0114 - wos: WOS:000360932500001 (56) - scopus: 2-s2.0-84940961138 (63)

11573/792102 - 2015 - A general method for fuzzy partitioning and component analysis
Ferraro, Maria Brigida; Giordani, Paolo; Vichi, Maurizio - 04d Abstract in atti di convegno
conference: The 2015 conference of the International Federation of Classification Societies (Bologna)
book: Conference Program and Book of Abstracts of the 2015 conference of the International Federation of Classification Societies - ()

11573/792106 - 2015 - A general method for clustering in a reduced subspace
Ferraro, Maria Brigida; Giordani, Paolo; Vichi, Maurizio - 04d Abstract in atti di convegno
conference: The 2015 International Meeting of the Psychometric Society (Beijing (China))
book: Abstract Book: Talks. The 2015 International Meeting of the Psychometric Society - ()

11573/559358 - 2015 - Lasso-constrained regression analysis for interval-valued data
Giordani, Paolo - 01a Articolo in rivista
paper: ADVANCES IN DATA ANALYSIS AND CLASSIFICATION (Springer Berlin Heidelberg) pp. 5-19 - issn: 1862-5347 - wos: WOS:000350799300002 (29) - scopus: 2-s2.0-84955345210 (32)

11573/790157 - 2015 - From mixtures of SEMs to mixtures of Double-structure SEMs
Martella, Francesca; Alfo', Marco; Giordani, Paolo - 04d Abstract in atti di convegno
conference: International Federation of Classification Societies (IFCS) 2015 Conference (Bologna, Italy)
book: International Federation of Classification Societies (IFCS) 2015 Conference - ()

11573/618276 - 2014 - The impact of tele-monitoring on adherence to nasal corticosteroid treatment in children with seasonal allergic rhinoconjunctivitis
A., Pizzulli; S., Perna; J., Florack; A., Pizzulli; Giordani, Paolo; S., Tripodi; S., Pelosi; P. M., Matricardi - 01a Articolo in rivista
paper: CLINICAL AND EXPERIMENTAL ALLERGY (Oxford: Blackwell Scientific, 1989-) pp. 1246-1254 - issn: 0954-7894 - wos: WOS:000342742900005 (52) - scopus: 2-s2.0-84927520830 (54)

11573/618279 - 2014 - Contributions of Italian statisticians to the development of multivariate data analysis
Coppi, Renato; Giordani, Paolo - 02a Capitolo o Articolo
book: Statistical Methods and Applications from a Historical Perspective - (978-3-319-05551-0)

11573/617439 - 2014 - fclust: an R package for fuzzy clustering
Ferraro, Maria Brigida; Giordani, Paolo - 04b Atto di convegno in volume
conference: 47th SIS Scientific Meeting of the Italian Statistical Society (Cagliari)
book: 47th SIS Scientific Meeting of the Italian Statistical Society: Proceedings - (978-88-8467-874-4)

11573/525802 - 2014 - Principal Component Analysis
Giordani, Paolo - 02d Voce di Enciclopedia/Dizionario
book: Encyclopedia of Social Network Analysis and Mining - (9781461461692)

11573/618278 - 2014 - Finite mixtures for multivariate mixed data: a Parafac-based approach
Giordani, Paolo - 04b Atto di convegno in volume
conference: SIS 2014 (Cagliari)
book: 47th SIS Scientific Meeting of the Italian Statistical Society: Proceedings - (978-88-8467-874-4)

11573/559356 - 2014 - Three-way component analysis using the R package ThreeWay
Giordani, Paolo; H. A. L., Kiers; M. A., Del Ferraro - 01a Articolo in rivista
paper: JOURNAL OF STATISTICAL SOFTWARE (UCLA Statistics.) pp. 1-23 - issn: 1548-7660 - wos: WOS:000340586400001 (23) - scopus: 2-s2.0-84899144823 (34)

11573/445608 - 2013 - Arithmetic and Distance-Based Approach to the Statistical Analysis of Imprecisely Valued Data
Angela Blanco, Fernandez; Maria Rosa, Casals; Ana, Colubi; Coppi, Renato; Norberto, Corral; S., De La Rosa De Saa; D'urso, Pierpaolo; Ferraro, Maria Brigida; Marta Garcia, Barzana; Maria Angeles, Gil; Giordani, Paolo; Gil Gonzalez, Rodriguez; Maria Teresa, Lopez; Maria Asunción, Lubiano; Manuel, Montenegro; Takehiko, Nakama; Ana Belen Ramos, Guajardo; Beatriz, Sinova; Wolfgang, Trutschnig - 02a Capitolo o Articolo
book: Towards Advanced Data Analysis by Combining Soft Computing and Statistics - (9783642302770; 9783642302787)

11573/513900 - 2013 - A class of linear regression models for imprecise random elements
Coppi, Renato; Ferraro, Maria Brigida; Giordani, Paolo - 02a Capitolo o Articolo
book: Advances in Theoretical and Applied Statistics Advances in Theoretical and Applied Statistics - (9783642355875)

11573/491895 - 2013 - An Assessment of the Psychometric Properties of Italian Version of CPGI
Emanuela, Colasante; Mercedes, Gori; Luca, Bastiani; Valeria, Siciliano; Giordani, Paolo; Mario, Grassi; Sabrina, Molinaro - 01a Articolo in rivista
paper: JOURNAL OF GAMBLING STUDIES (New York, N.Y. : SPRINGER New York, N.Y. :Human Sciences Press, c1990-c2004.) pp. 765-774 - issn: 1050-5350 - wos: WOS:000330216500012 (30) - scopus: 2-s2.0-84887498592 (33)

11573/492671 - 2013 - A proposal of robust regression for random fuzzy sets
Ferraro, Maria Brigida; Giordani, Paolo - 02a Capitolo o Articolo
book: Synergies of Soft Computing and Statistics for Intelligent Data Analysis - (9783642330414; 9783642330421)

11573/513898 - 2013 - On possibilistic clustering with repulsion constraints for imprecise data
Ferraro, Maria Brigida; Giordani, Paolo - 01a Articolo in rivista
paper: INFORMATION SCIENCES (Amsterdam; Boston: Elsevier 1968-) pp. 63-75 - issn: 0020-0255 - wos: WOS:000323015000006 (25) - scopus: 2-s2.0-84880266668 (24)

11573/525806 - 2013 - A new fuzzy clustering algorithm with entropy regularization
Ferraro, Maria Brigida; Giordani, Paolo - 04b Atto di convegno in volume
conference: Cladag 2013 (Modena)
book: Cladag 2013. 9th Meeting of the Classification and Data Analysis Group. Book of Abstracts - (9788867871179)

11573/525808 - 2013 - The R Package ThreeWay
Giordani, Paolo; Henk A. L., Kiers; Maria Antonietta Del, Ferraro - 04b Atto di convegno in volume
conference: Cladag 2013 (Modena)
book: Cladag 2013. 9th Meeting of the Classification and Data Analysis Group. Book of Abstracts - (9788867871179)

11573/491899 - 2013 - Constrained Candecomp/Parafac via the Lasso
Giordani, Paolo; Roberto, Rocci - 01a Articolo in rivista
paper: PSYCHOMETRIKA (Psychometric Society:Advan System, 171 Watson Road:Dover, NH 03820:(603)749-9102, EMAIL: nering@asme.com, 400341@umdd.umd.edu, INTERNET: http://www.asme.com, Fax: (603)749-6398) pp. 669-684 - issn: 0033-3123 - wos: WOS:000325186200004 (10) - scopus: 2-s2.0-84884990043 (10)

11573/525795 - 2013 - Candecomp/Parafac with ridge regularization
Giordani, Paolo; Roberto, Rocci; Rocci, Roberto - 01a Articolo in rivista
paper: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 3-9 - issn: 0169-7439 - wos: WOS:000329685700002 (5) - scopus: 2-s2.0-84888837075 (5)

11573/377992 - 2012 - Fuzzy and possibilistic clustering for fuzzy data
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 915-927 - issn: 0167-9473 - wos: WOS:000301214900013 (64) - scopus: 2-s2.0-84856698812 (73)

11573/412483 - 2012 - A multiple linear regression model for imprecise information
Ferraro, Maria Brigida; Giordani, Paolo - 01a Articolo in rivista
paper: METRIKA (Physica-Verlag GmBh & Company:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 487492, INTERNET: http://www.springer.de, Fax: 011 49 6221 487177) pp. 1049-1068 - issn: 0026-1335 - wos: WOS:000309877900003 (16) - scopus: 2-s2.0-84867700719 (20)

11573/560021 - 2012 - On fuzzy clustering with entropy regularization
Ferraro, Maria Brigida; Giordani, Paolo - 04d Abstract in atti di convegno
conference: 20th International Conference on COMPUTATIONAL STATISTICS (Limassol, Cyprus)
book: Abstracts of the 20th International Conference on COMPUTATIONAL STATISTICS - ()

11573/907612 - 2012 - Lasso-Based Linear Regression for Interval Valued Data
Giordani, Paolo - 04b Atto di convegno in volume
conference: ISI 2011 (Dublino)
book: Bulletin of the ISI 58th World Statistics Congress of the International Statistical Institute, 2011 - (978-90-73592-33-9)

11573/434226 - 2012 - FINDCLUS: Fuzzy INdividual Differences CLUStering
Giordani, Paolo; Kiers, Henk A. L. - 01a Articolo in rivista
paper: JOURNAL OF CLASSIFICATION (Springer-Verlag New York Incorporated:175 Fifth Avenue:New York, NY 10010:(212)460-1500, EMAIL: orders@springer-ny.com, INTERNET: http://www.springer-ny.com, Fax: (212)533-3503) pp. 170-198 - issn: 0176-4268 - wos: WOS:000305687500004 (3) - scopus: 2-s2.0-84862985040 (4)

11573/378046 - 2011 - Contributions of Italian statisticians to the development of multivariate data analysis
Coppi, Renato; Giordani, Paolo - 04b Atto di convegno in volume
conference: SIS 2011 (Bologna)
book: Statistics in the 150 years from Italian Unification - ()

11573/411994 - 2010 - A Fuzzy Clustering Model for Multivariate Spatial Time Series
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: JOURNAL OF CLASSIFICATION (Springer-Verlag New York Incorporated:175 Fifth Avenue:New York, NY 10010:(212)460-1500, EMAIL: orders@springer-ny.com, INTERNET: http://www.springer-ny.com, Fax: (212)533-3503) pp. 54-88 - issn: 0176-4268 - wos: WOS:000278094600004 (66) - scopus: 2-s2.0-77953023706 (79)

11573/624633 - 2010 - A class of linear regression models for imprecise random elements
Coppi, Renato; Ferraro, Maria Brigida; Giordani, Paolo - 04b Atto di convegno in volume
conference: SIS 2010 (Padova)
book: Proceedings of SIS 2010 - (978-8-861-29566-7)

11573/378220 - 2010 - A Linearity Test for a Simple Regression Model with LR Fuzzy Response
Ferraro, Maria Brigida; Ana, Colubi; Giordani, Paolo - 02a Capitolo o Articolo
conference: 5th International Conference on Soft Methods in Probability and Statistics (Oviedo and Mieres, SPAIN)
book: Combining Soft Computing and Statistical Methods in Data Analysis - (9783642147456; 9783642147463)

11573/138682 - 2010 - Three-way analysis of imprecise data
Giordani, Paolo - 01a Articolo in rivista
paper: JOURNAL OF MULTIVARIATE ANALYSIS (Academic Press Incorporated:6277 Sea Harbor Drive:Orlando, FL 32887:(800)543-9534, (407)345-4100, EMAIL: ap@acad.com, INTERNET: http://www.idealibrary.com, Fax: (407)352-3445) pp. 568-582 - issn: 0047-259X - wos: WOS:000273834800007 (7) - scopus: 2-s2.0-72549111860 (8)

11573/378224 - 2010 - Poverty measures in a fuzzy logic framework
Giordani, Paolo; Giorgi, Giovanni Maria - 04b Atto di convegno in volume
conference: SIS 2010 (Padova)
book: PROCEEDINGS SIS 2010 - (978-8-861-29566-7)

11573/412488 - 2010 - A fuzzy logic approach to poverty analysis based on the Gini and Bonferroni inequality indices
Giordani, Paolo; Giorgi, Giovanni Maria - 01a Articolo in rivista
paper: STATISTICAL METHODS & APPLICATIONS (Physica-Verlag, berlin) pp. 587-607 - issn: 1618-2510 - wos: WOS:000282967200008 (14) - scopus: 2-s2.0-77958452525 (15)

11573/146547 - 2010 - A weak degeneracy revealing decomposition for the CANDECOMP/PARAFAC model
Roberto, Rocci; Giordani, Paolo; Rocci, Roberto - 01a Articolo in rivista
paper: JOURNAL OF CHEMOMETRICS (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 57-66 - issn: 0886-9383 - wos: WOS:000275679400006 (14) - scopus: 2-s2.0-77049124762 (15)

11573/558844 - 2009 - A linear regression model with LR fuzzy random variables
Ferraro, Maria Brigida; Giordani, Paolo - 04d Abstract in atti di convegno
conference: Second Workshop of the ERCIM Working Group on Computing & Statistics (Limassol, Cyprus)
book: Book of Abstracts of Second Workshop of the ERCIM Working Group on Computing & Statistics - ()

11573/232326 - 2007 - Fuzzy clustering for space-time series using spatial autocorrelation information
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo - 04b Atto di convegno in volume
conference: IEEE International Conference on Fuzzy Systems (London, ENGLAND)
book: PROCEEDINGS OF THE 2007 INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS - (9781424412099; 9781424412105)

11573/145474 - 2007 - Principal component analysis with boundary constraints
Giordani, Paolo; Henk A. L., Kiers - 01a Articolo in rivista
paper: JOURNAL OF CHEMOMETRICS (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 547-556 - issn: 0886-9383 - wos: WOS:000253176200006 (3) - scopus: 2-s2.0-38949200978 (4)

11573/235889 - 2006 - FUZZY K-MEDOIDS CLUSTERING MODELS FOR FUZZY MULTIVARIATE TIME TRAJECTORIES
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo - 02a Capitolo o Articolo
book: PROCEEDINGS IN COMPUTATIONAL STATISTICS 2006 - (3790817082)

11573/50467 - 2006 - Fuzzy c-Medoids Clustering Models for Time-Varying Data
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo - 02a Capitolo o Articolo
book: MODERN INFORMATION PROCESSING: FROM THEORY TO APPLICATIONS - (9780444520753)

11573/234836 - 2006 - Least squares estimation of a linear regression model with LR fuzzy response
Coppi, Renato; D'urso, Pierpaolo; Giordani, Paolo; Adriana, Santoro - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 267-286 - issn: 0167-9473 - wos: WOS:000242517500016 (124) - scopus: 2-s2.0-33750310787 (144)

11573/231456 - 2006 - La ripartizione delle spese in conto capitale per fonti di finanziamento: utilizzo di modelli “fuzzy” in presenza di incertezza delle informazioni
Coppi, Renato; Giordani, Paolo - 02a Capitolo o Articolo
book: FEDERALISMO, EQUITÀ, SVILUPPO - I RISULTATI DELLE POLITICHE PUBBLICHE ANALIZZATI E MISURATI DAI CONTI PUBBLICI TERRITORIALI - (9788815114853)

11573/434192 - 2006 - Component models for fuzzy data
Coppi, Renato; Giordani, Paolo; D'urso, Pierpaolo - 01a Articolo in rivista
paper: PSYCHOMETRIKA (Psychometric Society:Advan System, 171 Watson Road:Dover, NH 03820:(603)749-9102, EMAIL: nering@asme.com, 400341@umdd.umd.edu, INTERNET: http://www.asme.com, Fax: (603)749-6398) pp. 733-761 - issn: 0033-3123 - wos: WOS:000245010700006 (37) - scopus: 2-s2.0-34247126587 (43)

11573/129822 - 2006 - A weighted fuzzy c-means clustering model for fuzzy data
D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 1496-1523 - issn: 0167-9473 - wos: WOS:000234940500008 (85) - scopus: 2-s2.0-27744444692 (101)

11573/236921 - 2006 - A robust fuzzy k-means clustering model for interval valued data
D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS (Physica-Verlag GmBh & Company:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 487492, INTERNET: http://www.springer.de, Fax: 011 49 6221 487177) pp. 251-269 - issn: 0943-4062 - wos: WOS:000240388400005 (31) - scopus: 2-s2.0-33750166670 (38)

11573/234334 - 2006 - An asymptotic test for symmetry of random variables based on fuzzy tools
G., Gonzales Rodriguez; A., Colubi; D'urso, Pierpaolo; Giordani, Paolo - 02a Capitolo o Articolo
book: SOFT METHODS FOR INTEGRATED UNCERTAINTY MODELLING - (9783540347767)

11573/138681 - 2006 - Review of A. Lemmi and G. Betti (Eds.), Fuzzy set approach to multidimensional poverty measurement, Springer, 2006, pp. 279 + xv.
Giordani, Paolo - 01d Recensione
paper: METRON (Milano: Springer Verlag Italia Roma: Dipartimento di statistica, probabilità e statistiche applicate dell'Università degli studi La Sapienza Rovigo : Industrie grafiche italiane, 1920-) pp. 411-414 - issn: 0026-1424 - wos: (0) - scopus: (0)

11573/145707 - 2006 - Two- and three-way component models for LR fuzzy data in a possibilistic framework
Giordani, Paolo - 01a Articolo in rivista
paper: FUZZY SETS AND SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 2648-2664 - issn: 0165-0114 - wos: WOS:000240786600010 (3) - scopus: 2-s2.0-33748045159 (3)

11573/145708 - 2006 - A comparison of three methods for principal component analysis of fuzzy interval data
Giordani, Paolo; Henk A. L., Kiers - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 379-397 - issn: 0167-9473 - wos: WOS:000242517500022 (27) - scopus: 2-s2.0-33750347543 (35)

11573/233624 - 2006 - ON THE ESTIMATION OF LINEAR MODELS WITH INTERVAL-VALUED DATA
Gonzalez Rodriguez, G; Colubi, A; Coppi, Renato; Giordani, Paolo - 02a Capitolo o Articolo
book: PROCEEDINGS IN COMPUTATIONAL STATISTICS 2006 - (3790817082)

11573/241153 - 2005 - A possibilistic approach to latent component analysis for symmetric fuzzy data
D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: FUZZY SETS AND SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 285-305 - issn: 0165-0114 - wos: WOS:000226447500006 (18) - scopus: 2-s2.0-11244305512 (20)

11573/58392 - 2005 - THREE-WAY MODELS FOR INTERVAL VALUED DATA
Giordani, Paolo; Kiers, H. A. L. - 04b Atto di convegno in volume
conference: CLADAG 2005 (Parma)
book: BOOK OF SHORT PAPERS CLADAG 2005 - ()

11573/232321 - 2004 - Informational paradigm and entropy-based dynamic clustering in a complete fuzzy framework
Coppi, Renato; D'urso, Pierpaolo; Pierpaolo, D'urso; Giordani, Paolo - 02a Capitolo o Articolo
conference: 2nd International Conference on Soft Methods in Probability and Statistics (SMPS 2004) (Oviedo, SPAIN)
book: SOFT METHODOLOGY AND RANDOM INFORMATION SYSTEMS - (9783540222644; 9783540444657)

11573/241532 - 2004 - A least squares approach to principal component analysis for interval valued data
D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 179-192 - issn: 0169-7439 - wos: WOS:000220240100009 (53) - scopus: 2-s2.0-1142285268 (65)

11573/146544 - 2004 - Principal Component Analysis of symmetric fuzzy data
Giordani, Paolo; Henk A. L., Kiers - 01a Articolo in rivista
paper: COMPUTATIONAL STATISTICS & DATA ANALYSIS (Amsterdam: Elsevier Science) pp. 519-548 - issn: 0167-9473 - wos: WOS:000220585800009 (32) - scopus: 2-s2.0-1842630353 (40)

11573/146543 - 2004 - Three-way component analysis of interval valued data
Giordani, Paolo; Kiers, H. A. L. - 01a Articolo in rivista
paper: JOURNAL OF CHEMOMETRICS (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232) pp. 253-264 - issn: 0886-9383 - wos: WOS:000223831200004 (13) - scopus: 2-s2.0-4444296331 (17)

11573/253455 - 2003 - Data reduction models for interval valued observations
Coppi, R; D'urso, Pierpaolo; Giordani, Paolo - 04b Atto di convegno in volume
conference: CLADAG2003 (Bologna)
book: CLADAG2003, Meeting of the Classification and Data Analysis Group of the Italian Statistical Society - ()

11573/251339 - 2003 - FITTING OF FUZZY LINEAR REGRESSION MODELS WITH MULTIVARIATE RESPONSE
D'urso, Pierpaolo; Giordani, Paolo - 01a Articolo in rivista
paper: INTERNATIONAL MATHEMATICAL JOURNAL (Edition of International Scientific Publications) pp. 655-664 - issn: 1311-6797 - wos: (0) - scopus: (0)

11573/251924 - 2003 - PRINCIPAL COMPONENT ANALYSIS FOR LR FUZZY DATA
D'urso, Pierpaolo; Giordani, Paolo - 04b Atto di convegno in volume
book: BOOK OF SHORT PAPERS SIS 2003 - ()

11573/58394 - 2003 - PRINCIPAL COMPONENT ANALYSIS OF BOOLEAN SYMBOLIC OBJECTS
Giordani, Paolo - 02a Capitolo o Articolo
book: BETWEEN DATA SCIENCE AND APPLIED DATA ANALYSIS - (354040354X)

11573/58641 - 2001 - Three mode factor analysis: an algorithm to simplify the core matrix
Giordani, Paolo - 04b Atto di convegno in volume
book: BOOK OF SHORT PAPERS CLADAG 2001 - ()

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