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Alfonso Cannavale

University of Salerno

Via Giovanni Paolo II, 132

Fisciano , 84084

Italy

  • University of Salerno

SCHOLARLY PAPERS

3

DOWNLOADS

130

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Fairness Set and Forgotten: Mining Fairness Toolkit Usage in Open-Source Machine Learning Projects

Number of pages: 27 Posted: 12 Jun 2025
Alfonso Cannavale, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino and Fabio Palomba
University of Salerno, University of Salerno, University of Salerno, University of Salerno, University of Salerno and University of Salerno
Downloads 83 (783,685)

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Software Engineering for Artificial Intelligence, Machine Learning Fairness Engineering, Fairness Toolkits, Mining Software Repository Study

2.

Understanding Machine Learning Testing in Practice

Number of pages: 22 Posted: 24 Jan 2026
Alfonso Cannavale, Valeria Pontillo, Andrea De Lucia and Fabio Palomba
University of Salerno, affiliation not provided to SSRN, University of Salerno and University of Salerno
Downloads 28 (1,359,097)

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Testing ML-Enabled Systems, Empirical Software Engineering, Software Quality Assurance, Software Engineering for Artificial Intelligence

3.

Assessing Fairness Fragility in ML-Enabled Systems via Mutation-Based Dataset Stress Testing

Number of pages: 28 Posted: 07 May 2026
Alfonso Cannavale, Gianmario Voria, Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco, Davide Di Ruscio, Gemma Catolino and Fabio Palomba
University of Salerno, University of Salerno, affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, Tilburg University and University of Salerno
Downloads 19 (1,459,862)

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Machine Learning Fairness, Software Engineering for Artificial Intelligence, Empirical Software Engineering