| A method for resampling imbalanced datasets in binary classification tasks for real-world problems S Cateni, V Colla, M Vannucci Neurocomputing 135, 32-41, 2014 | 198 | 2014 |
| Reducing the energy consumption and CO2 emissions of energy intensive industries through decision support systems–An example of application to the steel industry GF Porzio, B Fornai, A Amato, N Matarese, M Vannucci, L Chiappelli, ... Applied energy 112, 818-833, 2013 | 130 | 2013 |
| Variable selection and feature extraction through artificial intelligence techniques S Cateni, M Vannucci, M Vannocci, V Colla Multivariate analysis in management, engineering and the Science 6, 103-118, 2012 | 74 | 2012 |
| Outlier detection methods for industrial applications S Cateni, V Colla, M Vannucci, J Aramburo, AR Trevino Advances in Robotics, Automation and Control, 265-282, 2008 | 66 | 2008 |
| Meaningful discretization of continuous features for association rules mining by means of a SOM. M Vannucci, V Colla ESANN, 489-494, 2004 | 63 | 2004 |
| Comparison of multi-objective optimization techniques applied to off-gas management within an integrated steelwork GF Porzio, G Nastasi, V Colla, M Vannucci, TA Branca Applied Energy 136, 1085-1097, 2014 | 59 | 2014 |
| Process integration in energy and carbon intensive industries: An example of exploitation of optimization techniques and decision support GF Porzio, V Colla, N Matarese, G Nastasi, TA Branca, A Amato, B Fornai, ... Applied Thermal Engineering 70 (2), 1148-1155, 2014 | 54 | 2014 |
| A hybrid feature selection method for classification purposes S Cateni, V Colla, M Vannucci 2014 European Modelling Symposium, 39-44, 2014 | 53 | 2014 |
| A fuzzy inference system applied to defect detection in flat steel production A Borselli, V Colla, M Vannucci, M Veroli International Conference on Fuzzy Systems, 1-6, 2010 | 51 | 2010 |
| Novel classification method for sensitive problems and uneven datasets based on neural networks and fuzzy logic M Vannucci, V Colla Applied Soft Computing 11 (2), 2383-2390, 2011 | 49 | 2011 |
| A fuzzy logic-based method for outliers detection. S Cateni, V Colla, M Vannucci Artificial Intelligence and Applications, 605-610, 2007 | 47 | 2007 |
| A genetic algorithm-based approach for selecting input variables and setting relevant network parameters of a SOM-based classifier S Cateni, V Colla, M Vannucci Int. J. Simul. Syst. Sci. Technol 12 (2), 30-37, 2011 | 45 | 2011 |
| Process integration analysis and some economic-environmental implications for an innovative environmentally friendly recovery and pre-treatment of steel scrap GF Porzio, V Colla, B Fornai, M Vannucci, M Larsson, H Stripple Applied Energy 161, 656-672, 2016 | 43 | 2016 |
| General purpose input variables extraction: A genetic algorithm based procedure GIVE a GAP S Cateni, V Colla, M Vannucci 2009 Ninth International Conference on Intelligent Systems Design and …, 2009 | 40 | 2009 |
| Variable selection through genetic algorithms for classification purposes S Cateni, V Colla, M Vannucci Proceedings of the 10th IASTED International Conference on Artificial …, 2010 | 39 | 2010 |
| A fuzzy system for combining filter features selection methods S Cateni, V Colla, M Vannucci International Journal of Fuzzy Systems 19, 1168-1180, 2017 | 37 | 2017 |
| Thresholded neural networks for sensitive industrial classification tasks M Vannucci, V Colla, M Sgarbi, O Toscanelli Bio-Inspired Systems: Computational and Ambient Intelligence: 10th …, 2009 | 32 | 2009 |
| A fuzzy system for combining different outliers detection methods S Cateni, V Colla, M Vannucci Proceedings of the IASTED International Conference on Artificial …, 2009 | 24 | 2009 |
| A multi-agent approach for the self-optimization of steel production V Iannino, M Vannocci, M Vannucci, V Colla, M Neuer Int. J. Simul. Syst. Sci. Technol 19 (20), 1-20, 2018 | 23 | 2018 |
| Prediction of hot deformation resistance during processing of microalloyed steels in plate rolling process A Dimatteo, M Vannucci, V Colla The International Journal of Advanced Manufacturing Technology 66, 1511-1521, 2013 | 23 | 2013 |
Valentina CollaScuola Superiore Sant'AnnaVerified email at sssup.it
