Dario Di Nucci

Detecting code smells using machine learning techniques: Are we there yet?

Dario Di Nucci, Fabio Palomba, Damian A. Tamburri et al. · 2018 · 302 citations · Full text

Engineering, Machine Learning, Computer Analysis +16

A Developer Centered Bug Prediction Model

Dario Di Nucci, Fabio Palomba, Giuseppe De Rosa et al. · IEEE Transactions on Software Engineering · 2017 · 123 citations

Software Maintenance, Engineering, Software Systems +20

Comparing Heuristic and Machine Learning Approaches for Metric-Based Code Smell Detection

Fabiano Pecorelli, Fabio Palomba, Dario Di Nucci et al. · 2019 · 112 citations

Artificial Intelligence, Software Maintenance, Engineering +20

On the impact of code smells on the energy consumption of mobile applications

Fabio Palomba, Dario Di Nucci, Annibale Panichella et al. · Information and Software Technology · 2018 · 108 citations · Full text

Energy Consumption, Code Smells, Energy Efficiency +5

A large empirical assessment of the role of data balancing in machine-learning-based code smell detection

Fabiano Pecorelli, Dario Di Nucci, Coen De Roover et al. · Journal of Systems and Software · 2020 · 100 citations · Full text