Concepedia

Giovanna Menardi

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Publications

11

Citations

1.5K

H-Index

11

Active since

2010

Affiliations

University of Padua(Current)

University of Trieste

Giovanna Menardi is an author at University of Padua specializing in engineering, data mining, and data science.

Top concepts

EngineeringData MiningData ScienceStatisticsKnowledge DiscoveryStatistical InferenceComputer ScienceMachine LearningPattern RecognitionFunctional Data Analysis

Publications per year

2010–2023

11

Publications

11

Training and assessing classification rules with imbalanced data

Giovanna Menardi, Nicola Torelli · Data Mining and Knowledge Discovery · 2012 · 740 citations

Data Classification, Classification Method, Imbalanced Data +12

ROSE: a Package for Binary Imbalanced Learning

Nicola Lunardon, Giovanna Menardi, Nicola Torelli · The R Journal · 2014 · 516 citations · Full text

Clustering via Nonparametric Density Estimation: The<i>R</i>Package<b>pdfCluster</b>

Adelchi Azzalini, Giovanna Menardi · Journal of Statistical Software · 2014 · 69 citations · Full text

Document Clustering, Mixture Distribution, Engineering +14

An advancement in clustering via nonparametric density estimation

Giovanna Menardi, Adelchi Azzalini · Statistics and Computing · 2013 · 51 citations

Document Clustering, Density Estimation, Engineering +3

Density-based Silhouette diagnostics for clustering methods

Giovanna Menardi · Statistics and Computing · 2010 · 45 citations

Machine Vision, Image Analysis, Data Science +8

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