Silvia Cateni | Scuola Superiore Sant'Anna

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Sant'Anna - Scuola Universitaria Superiore Pisa

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Pubblicazioni

Cateni, Silvia; Colla, Valentina

Improving the stability of sequential forward variables selection Open new browser tab

(2016)
Cateni, Silvia; Colla, Valentina

Variable selection for efficient design of machine learning-based models: Efficient approaches for industrial applications Open new browser tab

(2016)
Vannucci, Marco; Colla, Valentina; Cateni, Silvia

An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks Open new browser tab

(2015)
Cateni, Silvia; Colla, Valentina; Vannucci, Marco

A method for resampling imbalanced datasets in binary classification tasks for real-world problems with manuscript number Open new browser tab

(2014)
Cateni, Silvia; Colla, Valentina; Vannucci, Marco

A Hybrid Feature Selection Method for Classification Purposes Open new browser tab

(2014)
Cateni, Silvia; Colla, Valentina; Vannucci, Marco; Vannocci, Marco

A Procedure for Building Reduced reliable Training Datasets from Real-World Data Open new browser tab

(2014)
Cateni, Silvia; Colla, Valentina; Nastasi, Gianluca

A Multivariate Fuzzy System Applied for Outliers Detection Open new browser tab

(2013)
Cateni, Silvia; Colla, Valentina; Vannucci, Marco; Vannocci, Marco

Prediction of Steel Hardenability and Related Reliability Through Neural Networks Open new browser tab

(2013)
Colla, Valentina; Nastasi, Gianluca; Cateni, Silvia; Vannucci, Marco; Vannocci, Marco

Genetic Algorithms Applied to Discrete Distribution Fitting Open new browser tab

(2013)
Cateni, Silvia; Vannucci, Marco; Vannocci, Marco; Colla, Valentina

Variable Selection and Feature Extraction through Artificial Intelligence Techniques Open new browser tab

(2013)