Silvia Cateni

24 papers C 5Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2023 J jnl
Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks.
Neural Process. Lett.
Silvia Cateni, Valentina Colla, Marco Vannucci
2021 — conf
A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks.
IWANN (2)
Silvia Cateni, Valentina Colla, Marco Vannucci
2020 — ch.
Cause and Effect Analysis in a Real Industrial Context: Study of a Particular Application Devoted to Quality Improvement.
Neural Advances in Processing Nonlinear Dynamic Signals
Silvia Cateni, Valentina Colla, Antonella Vignali, Jens Brandenburger
2020 — conf
Genetic Operators Impact on Genetic Algorithms Based Variable Selection.
KES-IDT
Marco Vannucci, Valentina Colla, Silvia Cateni
2020 — ch.
Improving the Stability of Variable Selection for Industrial Datasets.
Neural Advances in Processing Nonlinear Dynamic Signals
Silvia Cateni, Valentina Colla, Vincenzo Iannino
2020 J jnl
Quality4.0 - Transparent product quality supervision in the age of Industry 4.0.
CoRR
Jens Brandenburger, Christoph Schirm, Josef Melcher, Edgar Hancke, Marco Vannucci, Valentina Colla, Silvia Cateni, Rami Sellami, Sébastien Dupont, Annick Majchrowski, Asier Arteaga
2019 C conf
Reservoir Computing Approaches Applied to Energy Management in Industry.
EANN
Valentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino
2018 — conf
A Dive into the Specific Electric Energy Consumption in Steelworks.
WorldCIST (2)
Claudio Mocci, Alessandro Maddaloni, Marco Vannucci, Silvia Cateni, Valentina Colla
2018 — ch.
A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context.
Multidisciplinary Approaches to Neural Computing
Silvia Cateni, Valentina Colla
2018 J jnl
Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse.
J. Intell. Manuf.
Gianluca Nastasi, Valentina Colla, Silvia Cateni, Simone Campigli
2017 J jnl
A Fuzzy System for Combining Filter Features Selection Methods.
Int. J. Fuzzy Syst.
Silvia Cateni, Valentina Colla, Marco Vannucci
2017 J jnl
Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method.
Neural Process. Lett.
Marco Vannucci, Valentina Colla, Silvia Cateni
2016 — ch.
The Importance of Variable Selection for Neural Networks-Based Classification in an Industrial Context.
Advances in Neural Networks
Silvia Cateni, Valentina Colla
2016 C conf
Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications.
EANN
Silvia Cateni, Valentina Colla
2015 — conf
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks.
IWANN (2)
Marco Vannucci, Valentina Colla, Silvia Cateni
2015 C conf
Improving the stability of Sequential Forward variables selection.
ISDA
Silvia Cateni, Valentina Colla
2014 — conf
A Hybrid Feature Selection Method for Classification Purposes.
EMS
Silvia Cateni, Valentina Colla, Marco Vannucci
2014 J jnl
A method for resampling imbalanced datasets in binary classification tasks for real-world problems.
Neurocomputing
Silvia Cateni, Valentina Colla, Marco Vannucci
2013 J jnl
A multivariate fuzzy system applied for outliers detection.
J. Intell. Fuzzy Syst.
Silvia Cateni, Valentina Colla, Gianluca Nastasi
2013 — conf
Genetic Algorithms Applied to Discrete Distribution Fitting.
EMS
Valentina Colla, Gianluca Nastasi, Silvia Cateni, Marco Vannocci
2011 C conf
Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems.
ISDA
Silvia Cateni, Valentina Colla, Marco Vannucci
2010 — conf
A Genetic Algorithms-based Approach for Selecting the Most Relevant Input Variables in Classification Tasks.
EMS
Silvia Cateni, Valentina Colla, Marco Vannucci
2009 C conf
General Purpose Input Variables Extraction: A Genetic Algorithm Based Procedure GIVE A GAP.
ISDA
Silvia Cateni, Valentina Colla, Marco Vannucci
2007 — conf
A fuzzy logic-based method for outliers detection.
Artificial Intelligence and Applications
Silvia Cateni, Valentina Colla, Marco Vannucci