Marco Zanoni

Comparing and experimenting machine learning techniques for code smell detection

Francesca Arcelli Fontana, Mika Mäntylä, Marco Zanoni et al. · Empirical Software Engineering · 2015 · 437 citations

Engineering, Machine Learning, Data Science +12

Automatic detection of bad smells in code: An experimental assessment.

Francesca Arcelli Fontana, Pietro Braione, Marco Zanoni · The Journal of Object Technology · 2012 · 200 citations · Full text

Code smell severity classification using machine learning techniques

Francesca Arcelli Fontana, Marco Zanoni · Knowledge-Based Systems · 2017 · 177 citations

Software Maintenance, Severity Classification, Engineering +13

Code Smell Detection: Towards a Machine Learning-Based Approach

Francesca Arcelli Fontana, Marco Zanoni, Alessandro Marino et al. · 2013 · 169 citations

Engineering, Machine Learning, Computer Analysis +19

Arcan: A Tool for Architectural Smells Detection

Francesca Arcelli Fontana, Ilaria Pigazzini, Riccardo Roveda et al. · 2017 · 124 citations · Full text

Software Maintenance, Engineering, Computer Architecture +20