Silvia Cateni | Scuola Superiore Sant'Anna

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Sant'Anna - Scuola Universitaria Superiore Pisa

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Pubblicazioni

Cateni, S.; Colla, V.; Vannucci, M.

A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks Open new browser tab

(2021)
Vannucci, M.; Colla, V.; Cateni, S.

Genetic operators impact on genetic algorithms based variable selection Open new browser tab

(2020)
Colla, Valentina; Matino, Ismael; Dettori, Stefano; Cateni, Silvia; Matino, Ruben

Reservoir computing approaches applied to energy management in industry Open new browser tab

(2019)
Mocci, C.; Maddaloni, A.; Vannucci, M.; Cateni, S.; Colla, V.

A dive into the specific electric energy consumption in steelworks Open new browser tab

(2018)
Cateni, Silvia; Colla, Valentina

The importance of variable selection for neural networks-based classification in an industrial context Open new browser tab

(2016)
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)
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; Vannucci, Marco; Vannocci, Marco

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

(2013)