Edit Profile (opens in new tab) Viroli, Cinzia Compute Distance To: Compute Author ID: viroli.cinzia Published as: Viroli, Cinzia; Viroli, C. External Links: ORCID · dblp Documents Indexed: 35 Publications since 2003 1 Further Contribution Co-Authors: 20 Co-Authors with 30 Joint Publications 265 Co-Co-Authors all top 5 Co-Authors 6 single-authored 12 Montanari, Angela 6 Anderlucci, Laura 4 Calò, Daniela Giovanna 2 Cagnone, Silvia 2 Galimberti, Giuliano 2 Hennig, Christian 2 Ranciati, Saverio 2 Wit, Ernst C. 1 Ahmad, Amir A. 1 Bailey, Natalia 1 Bonafede, Elisabetta 1 Bouveyron, Charles 1 Coad, D. Stephen 1 Corsini, Noemi 1 Critchley, Frank 1 Dang, Wei 1 Falchi, Mario 1 Fan, Jianqing 1 Fan, Yingying 1 Farné, Matteo 1 Ferreira, Marco A. R. 1 Fine, Jason Peter 1 Frommlet, Florian 1 Fryzlewicz, Piotr 1 Fuchs, Robin 1 Gijbels, Irène 1 Gilks, Wally 1 Gormley, Isobel Claire 1 Halawani, Sami M. 1 Hallin, Marc 1 Hashmi, Sarosh 1 Herrmann, Klaus 1 Holzmann, Hajo 1 Hu, Charlie 1 Huang, Hanwen 1 Huang, Jian 1 Huang, Na 1 Jang, Woncheol 1 Jung, Sungkyu 1 Kent, John T. 1 Lam, Clifford 1 Leister, Anna 1 Liao, Yuan 1 Lim, Johan 1 Linton, Oliver Bruce 1 Liu, Han 1 Liu, Yufeng 1 Marron, James Stephen 1 Maruri-Aguilar, Hugo 1 Mateu, Jorge 1 McLachlan, Geoffrey John 1 Mincheva, Martina 1 Murphy, Keefe 1 Onatski, Alexei 1 Pan, Guangming 1 Peng, Heng 1 Pesaran, M. Hashem 1 Picard, Franck 1 Pillati, Marilena 1 Pommeret, Denys 1 Pourahmadi, Mohsen 1 Robin, Stéphane 1 Sacco, Chiara 1 Samworth, Richard J. 1 Shen, Dan 1 Shen, Haipeng 1 Tang, Chengyong 1 Verhasselt, Anneleen 1 Vogt, Michael P. 1 Wang, Lie 1 Won, Joong-Ho 1 Xue, Lingzhou 1 Yamagata, Takashi 1 Yu, Keming 1 Yu, Yi 1 Zhang, Wenyang 1 Zhou, Yong 1 Zou, Hui all top 5 Serials 5 Computational Statistics and Data Analysis 3 Statistics and Computing 2 Journal of Multivariate Analysis 2 Statistica 2 Statistical Modelling 2 Statistical Applications in Genetics and Molecular Biology 2 Advances in Data Analysis and Classification. ADAC 2 Bayesian Analysis 1 Biometrical Journal 1 Biometrics 1 Biometrika 1 Journal of Statistical Planning and Inference 1 Journal of Classification 1 Statistics 1 Statistical Science 1 Communications in Statistics. Theory and Methods 1 Journal of Statistical Computation and Simulation 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics all top 5 Fields 36 Statistics (62-XX) 5 Numerical analysis (65-XX) 3 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 2 Biology and other natural sciences (92-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 26 Publications have been cited 251 times in 92 Documents Cited by ▼ Year ▼ Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 110 2013 Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083Viroli, Cinzia 20 2011 Covariance pattern mixture models for the analysis of multivariate heterogeneous longitudinal data. Zbl 1397.62214Anderlucci, Laura; Viroli, Cinzia 14 2015 Penalized factor mixture analysis for variable selection in clustered data. Zbl 1453.62094Galimberti, Giuliano; Montanari, Angela; Viroli, Cinzia 12 2009 Dimensionally reduced model-based clustering through mixtures of factor mixture analyzers. Zbl 1337.62141Viroli, Cinzia 11 2010 Model based clustering for three-way data structures. Zbl 1330.62262Viroli, Cinzia 11 2011 On matrix-variate regression analysis. Zbl 1259.62060Viroli, Cinzia 10 2012 The independent factor analysis approach to latent variable modelling. Zbl 1283.62125Montanari, Angela; Viroli, Cinzia 9 2010 Independent factor discriminant analysis. Zbl 1452.62457Montanari, Angela; Calò, Daniela G.; Viroli, Cinzia 7 2008 Heteroscedastic factor mixture analysis. Zbl 07256833Montanari, Angela; Viroli, Cinzia 6 2010 Maximum likelihood estimation of mixtures of factor analyzers. Zbl 1464.62134Montanari, Angela; Viroli, Cinzia 6 2011 Infinite mixtures of infinite factor analysers. Zbl 1459.62118Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 5 2020 Dimensionally reduced mixtures of regression models. Zbl 1207.62145Montanari, Angela; Viroli, Cinzia 4 2011 A factor mixture analysis model for multivariate binary data. Zbl 07257879Cagnone, Silvia; Viroli, Cinzia 4 2012 A skew-normal factor model for the analysis of student satisfaction towards university courses. Zbl 07252448Montanari, Angela; Viroli, Cinzia 3 2010 Deep Gaussian mixture models. Zbl 1430.62143Viroli, Cinzia; McLachlan, Geoffrey J. 3 2019 Quantile-based classifiers. Zbl 07072122Hennig, C.; Viroli, Cinzia 3 2016 Fitting the independent factor analysis model using the MCMC algorithm. Zbl 1127.62056Viroli, Cinzia 2 2007 A dimensionally reduced finite mixture model for multilevel data. Zbl 1198.62063Calò, Daniela G.; Viroli, Cinzia 2 2010 A factor mixture model for analyzing heterogeneity and cognitive structure of dementia. Zbl 1443.62408Cagnone, Silvia; Viroli, Cinzia 2 2014 Mixture model with multiple allocations for clustering spatially correlated observations in the analysis of ChIP-Seq data. Zbl 1379.62082Ranciati, Saverio; Viroli, Cinzia; Wit, Ernst C. 2 2017 Locally linear embedding for nonlinear dimension reduction in classification problems: an application to gene expression data. Zbl 1121.62061Pillati, Marilena; Viroli, C. 1 2005 A hierarchical modeling approach for clustering probability density functions. Zbl 1471.62034Calò, Daniela G.; Montanari, Angela; Viroli, Cinzia 1 2014 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 A matrix-variate regression model with canonical states: an application to elderly Danish twins. Zbl 1453.62566Anderlucci, Laura; Montanari, Angela; Viroli, Cinzia 1 2014 Deep mixtures of unigrams for uncovering topics in textual data. Zbl 1475.62063Viroli, Cinzia; Anderlucci, Laura 1 2021 Deep mixtures of unigrams for uncovering topics in textual data. Zbl 1475.62063Viroli, Cinzia; Anderlucci, Laura 1 2021 Infinite mixtures of infinite factor analysers. Zbl 1459.62118Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire 5 2020 Deep Gaussian mixture models. Zbl 1430.62143Viroli, Cinzia; McLachlan, Geoffrey J. 3 2019 Quantile-based clustering. Zbl 1434.62121Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura 1 2019 Mixture model with multiple allocations for clustering spatially correlated observations in the analysis of ChIP-Seq data. Zbl 1379.62082Ranciati, Saverio; Viroli, Cinzia; Wit, Ernst C. 2 2017 Quantile-based classifiers. Zbl 07072122Hennig, C.; Viroli, Cinzia 3 2016 Covariance pattern mixture models for the analysis of multivariate heterogeneous longitudinal data. Zbl 1397.62214Anderlucci, Laura; Viroli, Cinzia 14 2015 A factor mixture model for analyzing heterogeneity and cognitive structure of dementia. Zbl 1443.62408Cagnone, Silvia; Viroli, Cinzia 2 2014 A hierarchical modeling approach for clustering probability density functions. Zbl 1471.62034Calò, Daniela G.; Montanari, Angela; Viroli, Cinzia 1 2014 A matrix-variate regression model with canonical states: an application to elderly Danish twins. Zbl 1453.62566Anderlucci, Laura; Montanari, Angela; Viroli, Cinzia 1 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 110 2013 On matrix-variate regression analysis. Zbl 1259.62060Viroli, Cinzia 10 2012 A factor mixture analysis model for multivariate binary data. Zbl 07257879Cagnone, Silvia; Viroli, Cinzia 4 2012 Finite mixtures of matrix normal distributions for classifying three-way data. Zbl 1221.62083Viroli, Cinzia 20 2011 Model based clustering for three-way data structures. Zbl 1330.62262Viroli, Cinzia 11 2011 Maximum likelihood estimation of mixtures of factor analyzers. Zbl 1464.62134Montanari, Angela; Viroli, Cinzia 6 2011 Dimensionally reduced mixtures of regression models. Zbl 1207.62145Montanari, Angela; Viroli, Cinzia 4 2011 Dimensionally reduced model-based clustering through mixtures of factor mixture analyzers. Zbl 1337.62141Viroli, Cinzia 11 2010 The independent factor analysis approach to latent variable modelling. Zbl 1283.62125Montanari, Angela; Viroli, Cinzia 9 2010 Heteroscedastic factor mixture analysis. Zbl 07256833Montanari, Angela; Viroli, Cinzia 6 2010 A skew-normal factor model for the analysis of student satisfaction towards university courses. Zbl 07252448Montanari, Angela; Viroli, Cinzia 3 2010 A dimensionally reduced finite mixture model for multilevel data. Zbl 1198.62063Calò, Daniela G.; Viroli, Cinzia 2 2010 Penalized factor mixture analysis for variable selection in clustered data. Zbl 1453.62094Galimberti, Giuliano; Montanari, Angela; Viroli, Cinzia 12 2009 Independent factor discriminant analysis. Zbl 1452.62457Montanari, Angela; Calò, Daniela G.; Viroli, Cinzia 7 2008 Fitting the independent factor analysis model using the MCMC algorithm. Zbl 1127.62056Viroli, Cinzia 2 2007 Locally linear embedding for nonlinear dimension reduction in classification problems: an application to gene expression data. Zbl 1121.62061Pillati, Marilena; Viroli, C. 1 2005 all cited Publications top 5 cited Publications all top 5 Cited by 155 Authors 17 Viroli, Cinzia 11 McNicholas, Paul D. 6 Bouveyron, Charles 6 Zhu, Xuwen 5 Calò, Daniela Giovanna 5 Melnykov, Volodymyr 5 Montanari, Angela 5 Punzo, Antonio 3 Anderlucci, Laura 3 Galimberti, Giuliano 3 Gallaugher, Michael P. B. 3 Ingrassia, Salvatore 3 Lin, Tsung I. 3 McLachlan, Geoffrey John 3 Sarkar, Shuchismita 3 Tomarchio, Salvatore D. 3 Wang, Wan-Lun 2 Browne, Ryan P. 2 Brunet-Saumard, Camille 2 Brunet, Camille 2 Casa, Alessandro 2 Gormley, Isobel Claire 2 Hashemi, Farzane 2 Hennig, Christian 2 Jamalizadeh, Ahad 2 Lim, Johan 2 Menardi, Giovanna 2 Naderi, Mehrdad 2 Park, Seongoh 2 Roy, Anuradha 2 Soffritti, Gabriele 2 Subedi, Sanjeena 1 Ahonen, Ilmari 1 Alquier, Pierre 1 Amato, Umberto 1 Amiri, Leila 1 Andrews, Jeffrey L. 1 Antoniadis, Anestis 1 Arellano-Valle, Reinaldo Boris 1 Baek, Jangsun 1 Bagnato, Luca 1 Bastawros, Ashraf-F. 1 Bekker, Andriëtte 1 Bertrand, Patrice 1 Biehs, Brian 1 Böhning, Dankmar 1 Bonat, Wagner Hugo 1 Brennan, Lorraine 1 Cantoni, Eva 1 Capdeville, Vitor 1 Carel, Léna 1 Celeux, Gilles 1 Chakraborty, Biman 1 Choi, Hyejeong 1 Colubi, Ana 1 Corsini, Noemi 1 Dang, Utkarsh J. 1 D’Angelo, Silvia 1 Domínguez-Cuesta, María José 1 Dornaika, Fadi 1 Dunson, David Brian 1 Dvorkin, Daniel 1 Erosheva, Elena A. 1 Fa, J. E. 1 Farcomeni, Alessio 1 Farfán, M. A. 1 Finazzi, Francesco 1 Fop, Michael 1 Fuchs, Robin 1 Ganjali, Mojtaba 1 Genton, Marc G. 1 Gonçalves, Kelly C. M. 1 González-Rodríguez, Gil 1 Grande-Vega, M. 1 Guo, Lingzhe 1 Hajto, Krzysztof 1 Hao, Meiling 1 Härdle, Wolfgang Karl 1 Herring, Amy H. 1 Huang, Tao 1 Irincheeva, Irina 1 Jiménez-Sánchez, Montserrat 1 Jouvin, Nicolas 1 Kechris, Katherina J. 1 Kelava, Augustin 1 Khazaei, Mojtaba 1 Klein, Daniel J. 1 Kohler, Michael 1 Kong, Dehan 1 Krzyżak, Adam 1 Kwak, Minjung 1 Lai, Yuanhao 1 Larocque, Denis 1 Latouche, Pierre 1 Lavine, Isaac 1 Lee, Sanghan 1 Lee, Sharon X. 1 Li, Shulan 1 Li, Yaoxiang 1 Li, Yingxing ...and 55 more Authors all top 5 Cited in 28 Serials 16 Computational Statistics and Data Analysis 10 Journal of Classification 9 Journal of Multivariate Analysis 9 Advances in Data Analysis and Classification. ADAC 9 Statistics and Computing 5 The Annals of Applied Statistics 3 Computational Statistics 3 Communications in Statistics. Theory and Methods 3 Test 3 Journal of Applied Statistics 2 Pattern Recognition 2 Electronic Journal of Statistics 2 Journal of Computational and Graphical Statistics 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Statistical Planning and Inference 1 Statistica 1 Statistics & Probability Letters 1 Statistics 1 Data Mining and Knowledge Discovery 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 AStA. Advances in Statistical Analysis 1 Statistics Surveys 1 Science China. Mathematics 1 Bayesian Analysis all top 5 Cited in 8 Fields 87 Statistics (62-XX) 9 Numerical analysis (65-XX) 5 Computer science (68-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Probability theory and stochastic processes (60-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Biology and other natural sciences (92-XX) Citations by Year