Giovanna Menardi

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Nicola TorelliProfessore di Statistica, università di TriesteVerified email at econ.units.it
Nicola LunardonRicercatore in Statistica, Università degli Studi di Milano-BicoccaVerified email at unimib.it
Alessandro CasaAssociate Professor of Statistics | Free University of Bozen-BolzanoVerified email at unibz.it
Livio FinosFull Professor of Statistics, University of PadovaVerified email at unipd.it
Luca ScruccaFull Professor of Statistics, University of Bologna, ItalyVerified email at unibo.it
Domenico De StefanoDepartment of Political and Social Sciences, University of TriesteVerified email at units.it
Tommaso DorigoFirst Researcher, INFN - Sezione di PadovaVerified email at pd.infn.it
Federico FerraccioliDepartment of Statistical Sciences, University of PadovaVerified email at unipd.it
Charles BouveyronProfessor of Statistics & AI, Director of Institut 3IA Côte d'Azur, Inria, Université Côte d'AzurVerified email at inria.fr
Elena A. EroshevaUniversity of WashingtonVerified email at uw.edu
JE ChacónProfessor of Statistics, Departamento de Matemáticas, Universidad de Extremadura (Spain)Verified email at unex.es
Alessandra R. BrazzaleDepartment of Statistics @ University of PadovaVerified email at unipd.it
Federico TedeschiUniversità di VeronaVerified email at univr.it
Francesco PauliResearcher in StatisticsVerified email at deams.units.it
Pablo de CastroINFN - Sezione di PadovaVerified email at pd.infn.it

Giovanna Menardi

Department of Statistical Science, University of Padua

Verified email at stat.unipd.it - Homepage

clustering classification dimension reduction methods


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Training and assessing classification rules with unbalanced data G Menardi, N Torelli Data Mining and Knowledge Discovery, 2012	869	2012
ROSE: a package for binary imbalanced learning. N Lunardon, G Menardi, N Torelli R journal 6 (1), 2014	565	2014
Clustering via Nonparametric Density Estimation: The R Package pdfCluster A Azzalini, G Menardi Journal of Statistical Software 57 (11), 2014	98	2014
An advancement in clustering via nonparametric density estimation G Menardi, A Azzalini Statistics and Computing 24, 753-767, 2014	75	2014
Density-based Silhouette diagnostics for clustering methods G Menardi Statistics and Computing 21, 295-308, 2011	68	2011
A review on modal clustering G Menardi International Statistical Review 84 (3), 413-433, 2016	65	2016
Nonparametric semisupervised classification for signal detection in high energy physics A Casa, G Menardi arXiv preprint arXiv:1809.02977, 2018	35	2018
Hemisphere mixing: a fully data-driven model of QCD multijet backgrounds for LHC searches P Manzano, M Dall'Osso, T Dorigo, L Finos, G Kotkowski, G Menardi, ... arXiv preprint arXiv:1712.02538, 2017	22	2017
ROSE: Random over-sampling examples N Lunardon, G Menardi, N Torelli ROSE-Package, Version 0.0-3, License GPL-2, CRAN, 2014	22	2014
ROSE: A Package for Binary Imbalanced Learning. RJ (2014) 6: 79–89. doi: 10.32614 N Lunardon, G Menardi, N Torelli RJ-2014-008, 0	17
R Package pdfCluster: Cluster Analysis via Nonparametric Density Estimation (Version 1.0-0) A Azzalini, G Menardi, T Rosolin Universita di Padova, Italia. URL http://cran. r-project. org/web/packages …, 2011	16*	2011
Co-clustering of time-dependent data via the shape invariant model A Casa, C Bouveyron, E Erosheva, G Menardi Journal of Classification 38, 626-649, 2021	13	2021
Double clustering for rating mutual funds G Menardi, F Lisi Electronic Journal of Applied Statistical Analysis 8 (1), 44-56, 2015	13	2015
Nonparametric clustering for image segmentation G Menardi Statistical Analysis and Data Mining: The ASA Data Science Journal 13 (1), 83-97, 2020	9	2020
Modal clustering asymptotics with applications to bandwidth selection A Casa, JE Chacón, G Menardi	9	2020
Modeling the compressive strength of metakaolin-based geopolymers based on the statistical analysis of experimental data M Muracchioli, G Menardi, M D'Agostini, G Franchin, P Colombo Applied Clay Science 242, 107020, 2023	8	2023
Density-based clustering of social networks G Menardi, D De Stefano Journal of the Royal Statistical Society Series A: Statistics in Society 185 …, 2022	8	2022
R Package'ROSE': Random Over-Sampling Examples N Lunardon, G Menardi, N Torelli	8	2013
Better than the best? Answers via model ensemble in density-based clustering A Casa, L Scrucca, G Menardi Advances in Data Analysis and Classification 15, 599-623, 2021	7	2021
Density-based clustering with non-continuous data A Azzalini, G Menardi Computational Statistics 31, 771-798, 2016	6	2016

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