Sfoglia per Autore
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
A Hybrid Feature Selection Method for Classification Purposes
2014-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
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
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
The importance of variable selection for neural networks-based classification in an industrial context
2016-01-01 Cateni, Silvia; Colla, Valentina
Improving the stability of sequential forward variables selection
2016-01-01 Cateni, Silvia; Colla, Valentina
Variable selection for efficient design of machine learning-based models: Efficient approaches for industrial applications
2016-01-01 Cateni, Silvia; Colla, Valentina
Improving the stability of wrapper variable selection applied to binary classification
2016-01-01 Cateni, Silvia; Colla, Valentina
Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method
2017-01-01 Vannucci, Marco; Colla, Valentina; Cateni, Silvia
A fuzzy system for combining filter features selection methods
2017-01-01 Cateni, Silvia; Colla, Valentina; Vannucci, Marco
Integrated dynamic energy management for steel production
2017-01-01 Marchiori, Francesca; Belloni, Alebrto; Benini, Michele; Cateni, Silvia; Colla, Valentina; Ebel, Alexander; Lupinelli, Marco; Nastasi, Gianluca; Neuer, Marcus; Pietrosanti, Costanzo; Vignali, Antonella
A hybrid variable selection approach for NN-based classification in industrial context
2017-01-01 Cateni, Silvia; Colla, Valentina
Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse
2018-01-01 Nastasi, Gianluca; Colla, Valentina; Cateni, Silvia; Campigli, S.
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
Smart Data Pre-Processing Modules and Graphical User Interfaces for Machine Learning Tasks
2018-01-01 Cateni, Silvia; Ritacco, Antonio; Iannino, Vincenzo; Colla, Valentina; Vannucci, Marco; Dettori, Stefano
A dive into the specific electric energy consumption in steelworks
2018-01-01 Mocci, C.; Maddaloni, A.; Vannucci, M.; Cateni, S.; Colla, V.
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
Reservoir computing approaches applied to energy management in industry
2019-01-01 Colla, Valentina; Matino, Ismael; Dettori, Stefano; Cateni, Silvia; Matino, Ruben
Improving the stability of variable selection for industrial datasets
2019-01-01 Cateni, Silvia; Colla, Valentina; Iannino, Vincenzo
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