Francesca Arcelli Fontana

Best Publications

• Comparing and experimenting machine learning techniques for code smell detection

  Francesca Arcelli Fontana;Mika V. Mäntylä;Marco Zanoni;Alessandro Marino

  471
  Citations

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

  Unknown

  269
  Citations

• Code smell severity classification using machine learning techniques

  Unknown

  190
  Citations

• Code Smell Detection: Towards a Machine Learning-Based Approach

  Francesca Arcelli Fontana;Marco Zanoni;Alessandro Marino;Mika V. Mantyla

  189
  Citations

• Arcan: A Tool for Architectural Smells Detection

  Francesca Arcelli Fontana;Ilaria Pigazzini;Riccardo Roveda;Damian Tamburri

  144
  Citations

• A systematic literature review on Technical Debt prioritization: Strategies, processes, factors, and tools

  Valentina Lenarduzzi;Terese Besker;Davide Taibi;Antonio Martini

  134
  Citations

• On applying machine learning techniques for design pattern detection

  Unknown

  134
  Citations

• Towards a prioritization of code debt: A code smell Intensity Index

  Unknown

  116
  Citations

• Toward a Smell-Aware Bug Prediction Model

  Fabio Palomba;Marco Zanoni;Francesca Arcelli Fontana;Andrea De Lucia

  114
  Citations

• A tool for design pattern detection and software architecture reconstruction

  Unknown

  110
  Citations

• Beyond Technical Aspects: How Do Community Smells Influence the Intensity of Code Smells?

  Fabio Palomba;Damian Andrew Tamburri;Francesca Arcelli Fontana;Rocco Oliveto

  109
  Citations

• An Overview and Comparison of Technical Debt Measurement Tools

  Paris C. Avgeriou;Davide Taibi;Apostolos Ampatzoglou;Francesca Arcelli Fontana

  102
  Citations

• Automatic Detection of Instability Architectural Smells

  Unknown

  100
  Citations

• Investigating the Impact of Code Smells on System's Quality: An Empirical Study on Systems of Different Application Domains

  Unknown

  87
  Citations

• Antipattern and Code Smell False Positives: Preliminary Conceptualization and Classification

  Unknown

  83
  Citations

• Architectural smells detected by tools: a catalogue proposal

  Umberto Azadi;Francesca Arcelli Fontana;Davide Taibi

  75
  Citations

• Inter-smell relations in industrial and open source systems: A replication and comparative analysis

  Aiko Yamashita;Marco Zanoni;Francesca Arcelli Fontana;Bartosz Walter

  73
  Citations

• An Experience Report on Using Code Smells Detection Tools

  Unknown

  72
  Citations

• Smells Like Teen Spirit: Improving Bug Prediction Performance Using the Intensity of Code Smells

  Fabio Palomba;Marco Zanoni;Francesca Arcelli Fontana;Andrea De Lucia

  66
  Citations

• Model-Driven Reverse Engineering Approaches: A Systematic Literature Review

  Claudia Raibulet;Francesca Arcelli Fontana;Marco Zanoni

  66
  Citations