Technical and Administrative staff Personale Tecnico TeCIP Silvia Cateni silvia.cateni@santannapisa.it 050 882329 Area CNR Publications Contributo in Atti Convegno (Proceeding) (22) Contributo su Rivista (19) Contributo in Volume (11) Cateni, Silvia; Colla, Valentina A hybrid variable selection approach for NN-based classification in industrial context Open new browser tab (2017) Marchiori, Francesca; Belloni, Alebrto; Benini, Michele; Cateni, Silvia; Colla, Valentina; Ebel, Alexander; Lupinelli, Marco; Nastasi, Gianluca; Neuer, Marcus; Pietrosanti, Costanzo; Vignali, Antonella Integrated dynamic energy management for steel production Open new browser tab (2017) 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 wrapper variable selection applied to binary classification 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) Vannucci, Marco; Colla, Valentina; Cateni, Silvia An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks Open new browser tab (2015) Cateni, Silvia; Colla, Valentina; Vannucci, Marco A method for resampling imbalanced datasets in binary classification tasks for real-world problems with manuscript number Open new browser tab (2014) 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) Load More
