Silvia Cateni

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

Sequential Forward

Genetic Algorithm

Industrial Applications

Variable Selection

Top Venues

Neural Process. Lett.

Publications

Silvia Cateni, Valentina Colla, Marco Vannucci
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks. Neural Process. Lett. 55 (5) (2023)
Silvia Cateni, Valentina Colla, Marco Vannucci
A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks. IWANN (2) (2021)
Marco Vannucci, Valentina Colla, Silvia Cateni
Genetic Operators Impact on Genetic Algorithms Based Variable Selection. KES-IDT (2020)
Jens Brandenburger, Christoph Schirm, Josef Melcher, Edgar Hancke, Marco Vannucci, Valentina Colla, Silvia Cateni, Rami Sellami, Sébastien Dupont, Annick Majchrowski, Asier Arteaga
Quality4.0 - Transparent product quality supervision in the age of Industry 4.0. CoRR (2020)
Valentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino
Reservoir Computing Approaches Applied to Energy Management in Industry. EANN (2019)
Gianluca Nastasi, Valentina Colla, Silvia Cateni, Simone Campigli
Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse. J. Intell. Manuf. 29 (7) (2018)
Claudio Mocci, Alessandro Maddaloni, Marco Vannucci, Silvia Cateni, Valentina Colla
A Dive into the Specific Electric Energy Consumption in Steelworks. WorldCIST (2) (2018)
Silvia Cateni, Valentina Colla, Marco Vannucci
A Fuzzy System for Combining Filter Features Selection Methods. Int. J. Fuzzy Syst. 19 (4) (2017)
Marco Vannucci, Valentina Colla, Silvia Cateni
Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method. Neural Process. Lett. 46 (3) (2017)
Silvia Cateni, Valentina Colla
Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications. EANN (2016)
Silvia Cateni, Valentina Colla
Improving the stability of Sequential Forward variables selection. ISDA (2015)
Marco Vannucci, Valentina Colla, Silvia Cateni
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks. IWANN (2) (2015)
Silvia Cateni, Valentina Colla, Marco Vannucci
A Hybrid Feature Selection Method for Classification Purposes. EMS (2014)
Silvia Cateni, Valentina Colla, Marco Vannucci
A method for resampling imbalanced datasets in binary classification tasks for real-world problems. Neurocomputing 135 (2014)
Valentina Colla, Gianluca Nastasi, Silvia Cateni, Marco Vannocci
Genetic Algorithms Applied to Discrete Distribution Fitting. EMS (2013)
Silvia Cateni, Valentina Colla, Gianluca Nastasi
A multivariate fuzzy system applied for outliers detection. J. Intell. Fuzzy Syst. 24 (4) (2013)
Silvia Cateni, Valentina Colla, Marco Vannucci
Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems. ISDA (2011)
Silvia Cateni, Valentina Colla, Marco Vannucci
A Genetic Algorithms-based Approach for Selecting the Most Relevant Input Variables in Classification Tasks. EMS (2010)
Silvia Cateni, Valentina Colla, Marco Vannucci
General Purpose Input Variables Extraction: A Genetic Algorithm Based Procedure GIVE A GAP. ISDA (2009)
Silvia Cateni, Valentina Colla, Marco Vannucci
A fuzzy logic-based method for outliers detection. Artificial Intelligence and Applications (2007)