Marco Vannucci

A method for resampling imbalanced datasets in binary classification tasks for real-world problems

Silvia Cateni, Valentina Colla, Marco Vannucci · Neurocomputing · 2014 · 167 citations

Artificial Intelligence, Data Classification, Classification Method +14

Reducing the energy consumption and CO2 emissions of energy intensive industries through decision support systems – An example of application to the steel industry

Giacomo Filippo Porzio, Barbara Fornai, Alessandro Amato et al. · Applied Energy · 2013 · 118 citations

Energy Consumption, Greenhouse Gas Emission Reduction, Engineering +15

Comparison of multi-objective optimization techniques applied to off-gas management within an integrated steelwork

Giacomo Filippo Porzio, Gianluca Nastasi, Valentina Colla et al. · Applied Energy · 2014 · 56 citations

Multi-objective Optimization Techniques, Engineering, Energy Management +11

A Hybrid Feature Selection Method for Classification Purposes

Silvia Cateni, Valentina Colla, Marco Vannucci · 2014 · 50 citations

Search Optimization, Data Classification, Engineering +13

Process integration in energy and carbon intensive industries: An example of exploitation of optimization techniques and decision support

Giacomo Filippo Porzio, Valentina Colla, Nicola Matarese et al. · Applied Thermal Engineering · 2014 · 47 citations

Process Integration, Process Intensification, Engineering +11