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Giovanna Menardi
Giovanna Menardi
Department of Statistical Science, University of Padua
Verified email at stat.unipd.it - Homepage
Title
Cited by
Cited by
Year
Training and assessing classification rules with unbalanced data
G Menardi, N Torelli
Data Mining and Knowledge Discovery, 2012
7632012
ROSE: a package for binary imbalanced learning.
N Lunardon, G Menardi, N Torelli
R journal 6 (1), 2014
4902014
Clustering via Nonparametric Density Estimation: The R Package pdfCluster
A Azzalini, G Menardi
Journal of Statistical Software 57 (11), 2014
882014
An advancement in clustering via nonparametric density estimation
G Menardi, A Azzalini
Statistics and Computing 24, 753-767, 2014
722014
A review on modal clustering
G Menardi
International Statistical Review 84 (3), 413-433, 2016
602016
Density-based Silhouette diagnostics for clustering methods
G Menardi
Statistics and Computing 21, 295-308, 2011
592011
Nonparametric semisupervised classification for signal detection in high energy physics
A Casa, G Menardi
arXiv preprint arXiv:1809.02977, 2018
322018
ROSE: Random over-sampling examples
N Lunardon, G Menardi, N Torelli
ROSE-Package, Version 0.0-3, License GPL-2, CRAN, 2014
202014
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
192017
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
18
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
142021
Double clustering for rating mutual funds
G Menardi, F Lisi
Electronic Journal of Applied Statistical Analysis 8 (1), 44-56, 2015
122015
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/packagesá…, 2011
12*2011
Nonparametric clustering for image segmentation
G Menardi
Statistical Analysis and Data Mining: The ASA Data Science Journal 13 (1), 83-97, 2020
92020
Modal clustering asymptotics with applications to bandwidth selection
A Casa, JE Chacˇn, G Menardi
92020
R package'ROSE': Random Over-Sampling Examples
N Lunardon, G Menardi, N Torelli
72013
Density-based clustering with non-continuous data
A Azzalini, G Menardi
Computational Statistics 31, 771-798, 2016
62016
Are performance measures equally stable?
G Menardi, F Lisi
Annals of Finance 8, 553-570, 2012
62012
Density-based clustering of social networks
G Menardi, D De Stefano
Journal of the Royal Statistical Society Series A: Statistics in Society 185á…, 2022
52022
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
52021
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