Concepedia

Silvia Cateni

SC

14

Publications

522

Citations

11

H-Index

2007

Active since

Affiliations

Scuola Superiore Sant'Anna(Current)

Silvia Cateni is an author at Scuola Superiore Sant'Anna specializing in engineering, data science, and data mining.

Top concepts

EngineeringData MiningData ScienceMachine LearningPattern RecognitionComputer ScienceKnowledge DiscoverySystems EngineeringFeature SelectionPredictive Analytics

Publications per year

2007–2020

14

Publications

14

A method for resampling imbalanced datasets in binary classification tasks for real-world problems

Silvia Cateni, Valentina Colla, Marco Vannucci · Neurocomputing · 2014 · 167 citations

Artificial Intelligence, Data Classification, Classification Method +14

A Hybrid Feature Selection Method for Classification Purposes

Silvia Cateni, Valentina Colla, Marco Vannucci · 2014 · 50 citations

Search Optimization, Data Classification, Engineering +13

Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse

Gianluca Nastasi, Valentina Colla, Silvia Cateni et al. · Journal of Intelligent Manufacturing · 2016 · 38 citations

Engineering, Genetic Algorithms, Industrial Engineering +9

Variable Selection through Genetic Algorithms for Classification Purposes

Silvia Cateni, Valentina Colla, Marco Vannucci · 2010 · 37 citations

Engineering, Machine Learning, Feature Selection +16

A multivariate fuzzy system applied for outliers detection

Silvia Cateni, Valentina Colla, Gianluca Nastasi · Journal of Intelligent & Fuzzy Systems · 2013 · 36 citations

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