Gemma Catolino

Assistant Professor

University of Salerno

Italy

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Gemma Catolino is an Assistant Professor at the University of Salerno, Italy. Her research areas include machine learning, bias mitigation, community dynamics in software engineering, and fairness-aware practices. She has contributed to numerous publications examining the impact of cultural values and the effects of software community characteristics on productivity.

Articles (10)

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2025

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2025

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

Collaborators (8)

Gregorio Robles

SPAIN

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Stefano Lambiase

Aalborg University

DENMARK

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Andrea De Lucia

Full Professor

University of Salerno

ITALY

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Fabio Palomba

Assistant Professor (Tenured)

University of Salerno

ITALY

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Damian Andrew Tamburri

Eindhoven University of Technology

NETHERLANDS

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Mauro Conti

Delft University of Technology

NETHERLANDS

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Daniel Russo

Aalborg University

DENMARK

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Carmine Gravino

Associate Professor

Università degli Studi di Napoli Federico II

ITALY

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Gemma Catolino

Research Interests

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About

Articles (10)

Uncovering Community Smells in Machine Learning-Enabled Systems: Causes, Effects, and Mitigation Strategies

Fairness-aware practices from developers’ perspective: A survey

Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering

Examining the impact of bias mitigation algorithms on the sustainability of ML-enabled systems: A benchmark study

Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes

RECOVER: Toward Requirements Generation From Stakeholders’ Conversations

Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review

Few Images, Many Insights : Illicit Content Detection Using a Limited Number of Images

On the adoption and effects of source code reuse on defect proneness and maintenance effort

An Empirical Investigation Into the Influence of Software Communities’ Cultural and Geographical Dispersion on Productivity

Collaborators (8)

Gregorio Robles

Stefano Lambiase

Andrea De Lucia

Fabio Palomba

Damian Andrew Tamburri

Mauro Conti

Daniel Russo

Carmine Gravino

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