CATENI, Silvia
CATENI, Silvia
A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks
2021-01-01 Cateni, S.; Colla, V.; Vannucci, M.
A dive into the specific electric energy consumption in steelworks
2018-01-01 Mocci, C.; Maddaloni, A.; Vannucci, M.; Cateni, S.; Colla, V.
A fuzzy logic-based method for outliers detection
2007-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A Fuzzy System for Combining Different Outliers Detection Methods
2009-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A fuzzy system for combining filter features selection methods
2017-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A genetic algorithm-based approach for selecting input variables and setting relevant network parameters of a SOM-based classifier
2011-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A Genetic algorithms-based approach for selecting the most relevant input variables in classification tasks
2010-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A Hybrid Feature Selection Method for Classification Purposes
2014-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A hybrid variable selection approach for NN-based classification in industrial context
2017-01-01 Cateni, Silvia; Colla, Valentina
A method for resampling imbalanced datasets in binary classification tasks for real-world problems with manuscript number
2014-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A model for simulation of an integrated steelmaking plant focused on energy consumptions and CO2 emissions
2012-01-01 Porzio, Giacomo Filippo; Colla, Valentina; Fornai, Barbara; Amato, Alessandro; Cateni, Silvia; Vannucci, Marco
A modular machine-learning-based approach to improve tensile properties uniformity along hot dip galvanized steel strips for automotive applications
2020-01-01 Colla, V.; Cateni, S.; Maddaloni, A.; Vignali, A.
A Multivariate Fuzzy System Applied for Outliers Detection
2013-01-01 Cateni, Silvia; Colla, Valentina; Nastasi, Gianluca
A Procedure for Building Reduced reliable Training Datasets from Real-World Data
2014-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco; Vannocci, Marco
Agent-based approach for energy demand-side management
2018-01-01 Marchiori, Francesca; Benini, Michele; Cateni, Silvia; Colla, Valentina; Ebel, Alexander; Neuer, Marcus J.; Piedimonte, Luca; Vignali, Antonella
An agent based approach for steel industries for exploitation of opportunities and challenges provided by energy markets
In corso di stampa Marchiori, Francesca; Colla, Valentina; Neuer, Marcus; Piedimonte, Luca; Cateni, Silvia; Ebel, Alexander; Benini, Michele
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks
2015-01-01 Vannucci, Marco; Colla, Valentina; Cateni, Silvia
Applicazione di tecniche di intelligenza artificiale nella gestione e nella ottimizzazione dei processi siderurgici
2009-01-01 Colla, Valentina; Vannucci, Marco; Nastasi, Gianluca; Cateni, Silvia
Applying Big Data Concepts to Improve Flat Steel Production Processes
2018-01-01 Brandenburger, Jens; Colla, Valentina; Cateni, Silvia; Vignali, Antonella; Ferro, Floriano; Schirm, Christoph; Melcher, Josef
Artificial intelligence techniques for unbalanced datasets in real world classification tasks
2011-01-01 Vannucci, Marco; Colla, Valentina; Cateni, Silvia; Sgarbi, Mirko