Gemma Catolino

87 papers A 11B 3C 3Misc 1Journal 43Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fair and square? Evaluating fairness of LLM-generated synthetic datasets. Inf. Softw. Technol. Gianmario Voria, Benedetto Scala, Leopoldo Todisco, Carlo Venditto, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2026	J	`jnl`	Fairness set and forgotten: Mining fairness toolkit usage in open-source machine learning projects. Inf. Softw. Technol. Alfonso Cannavale, Gianmario Voria, Antonio Scognamiglio, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2026	J	`jnl`	Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering. ACM Trans. Softw. Eng. Methodol. Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Daniel Russo
2026	J	`jnl`	Once Upon a Team: Investigating Bias in LLM-Driven Software Team Composition and Task Allocation. CoRR Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Amleto Di Salle, Patrizio Pelliccione, Gemma Catolino, Fabio Palomba
2026	J	`jnl`	Tracing Stereotypes in Pre-trained Transformers: From Biased Neurons to Fairer Models. CoRR Gianmario Voria, Moses Openja, Foutse Khomh, Gemma Catolino, Fabio Palomba
2026	—	`conf`	We Optimized the Models and Broke the Community: Social Awareness as a Missing Requirement in ML-Enabled Software Engineering. ICPE Companion Gemma Catolino
2025	—	`conf`	A Catalog of Fairness-Aware Practices in Machine Learning Engineering. EASE Companion Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2025	J	`jnl`	A Novel, Tool-Supported Catalog of Community Smell Symptoms. J. Softw. Evol. Process. Antonio Della Porta, Stefano Lambiase, Gemma Catolino, Filomena Ferrucci, Fabio Palomba
2025	—	`conf`	Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation. SANER-C Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025	J	`jnl`	Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation. CoRR Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025	J	`jnl`	Examining the impact of bias mitigation algorithms on the sustainability of ML-enabled systems: A benchmark study. J. Syst. Softw. Vincenzo De Martino, Gianmario Voria, Ciro Troiano, Gemma Catolino, Fabio Palomba
2025	J	`jnl`	Exploring Individual Factors in the Adoption of LLMs for Specific Software Engineering Tasks. CoRR Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Daniel Russo
2025	J	`jnl`	Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes. Inf. Softw. Technol. Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba
2025	J	`jnl`	Fairness-aware practices from developers' perspective: A survey. Inf. Softw. Technol. Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2025	—	`conf`	From Expectation to Habit: Why do Software Practitioners Adopt Fairness Toolkits? ICSE-SEIS Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba
2025	A	`conf`	How Do Communities of ML-Enabled Systems Smell? A Cross-Sectional Study on the Prevalence of Community Smells. EASE Giusy Annunziata, Stefano Lambiase, Fabio Palomba, Gemma Catolino, Filomena Ferrucci
2025	J	`jnl`	How Do Communities of ML-Enabled Systems Smell? A Cross-Sectional Study on the Prevalence of Community Smells. CoRR Giusy Annunziata, Stefano Lambiase, Fabio Palomba, Gemma Catolino, Filomena Ferrucci
2025	J	`jnl`	Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review. ACM Comput. Surv. Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci
2025	J	`jnl`	RECOVER: Toward Requirements Generation From Stakeholders' Conversations. IEEE Trans. Software Eng. Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba
2025	J	`jnl`	Toward Systematic Counterfactual Fairness Evaluation of Large Language Models: The CAFFE Framework. CoRR Alessandra Parziale, Gianmario Voria, Valeria Pontillo, Gemma Catolino, Andrea De Lucia, Fabio Palomba
2025	J	`jnl`	Uncovering Community Smells in Machine Learning-Enabled Systems: Causes, Effects, and Mitigation Strategies. ACM Trans. Softw. Eng. Methodol. Giusy Annunziata, Stefano Lambiase, Damian A. Tamburri, Willem-Jan van den Heuvel, Fabio Palomba, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia
2024	J	`jnl`	"Through the looking-glass ..." An empirical study on blob infrastructure blueprints in the Topology and Orchestration Specification for Cloud Applications. J. Softw. Evol. Process. Stefano Dalla Palma, Chiel van Asseldonk, Gemma Catolino, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri
2024	J	`jnl`	A Catalog of Fairness-Aware Practices in Machine Learning Engineering. CoRR Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba
2024	J	`jnl`	An Empirical Investigation Into the Influence of Software Communities' Cultural and Geographical Dispersion on Productivity. J. Syst. Softw. Stefano Lambiase, Gemma Catolino, Fabiano Pecorelli, Damian A. Tamburri, Fabio Palomba, Willem-Jan van den Heuvel, Filomena Ferrucci
2024	—	`conf`	An Empirical Study of Social Debt in Open-Source Projects: Social Drivers and the "Known Devil" Community Smell. HICSS Hong-Mei Chen, Rick Kazman, Gemma Catolino, Massimo Manca, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2024	B	`conf`	An Empirical Study on the Relation Between Programming Languages and the Emergence of Community Smells. SEAA Giusy Annunziata, Carmine Ferrara, Stefano Lambiase, Fabio Palomba, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia
2024	J	`jnl`	Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative? CoRR Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba
2024	—	`conf`	Dealing With Cultural Dispersion: a Novel Theoretical Framework for Software Engineering Research and Practice. ICSE (SEIS) Stefano Lambiase, Gemma Catolino, Bice Della Piana, Filomena Ferrucci, Fabio Palomba
2024	A	`conf`	FRINGE: context-aware FaiRness engineerING in complex software systEms. ESEM Fabio Palomba, Andrea Di Sorbo, Davide Di Ruscio, Filomena Ferrucci, Gemma Catolino, Giammaria Giordano, Dario Di Dario, Gianmario Voria, Viviana Pentangelo, Maria Tortorella, Arnaldo Sgueglia, Claudio Di Sipio, Giordano d'Aloisio, Antinisca Di Marco
2024	J	`jnl`	From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits? CoRR Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba
2024	J	`jnl`	Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto. J. Syst. Softw. Daniel Russo, Sebastian Baltes, Niels van Berkel, Paris Avgeriou, Fabio Calefato, Beatriz Cabrero-Daniel, Gemma Catolino, Jürgen Cito, Neil A. Ernst, Thomas Fritz, Hideaki Hata, Reid Holmes, Maliheh Izadi, Foutse Khomh, Mikkel Baun Kjærgaard, Grischa Liebel, Alberto Lluch-Lafuente, Stefano Lambiase, Walid Maalej, Gail C. Murphy, Nils Brede Moe, Gabrielle O'Brien, Elda Paja, Mauro Pezzè, John Stouby Persson, Rafael Prikladnicki, Paul Ralph, Martin P. Robillard, Thiago Rocha Silva, Klaas-Jan Stol, Margaret-Anne D. Storey, Viktoria Stray, Paolo Tell, Christoph Treude, Bogdan Vasilescu
2024	J	`jnl`	Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering. CoRR Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Daniel Russo
2024	—	`conf`	Is Attention All You Need? Toward a Conceptual Model for Social Awareness in Large Language Models. FORGE Gianmario Voria, Gemma Catolino, Fabio Palomba
2024	J	`jnl`	Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review. CoRR Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci
2024	J	`jnl`	On the adoption and effects of source code reuse on defect proneness and maintenance effort. Empir. Softw. Eng. Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
2024	—	`ed.`	Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems, MOBILESoft 2024, Lisbon, Portugal, April 14-15, 2024 MOBILESoft@ICSE Denys Poshyvanyk, Gemma Catolino, Julia Rubin, Wing Lam
2024	J	`jnl`	RECOVER: Toward the Automatic Requirements Generation from Stakeholders' Conversations. CoRR Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba
2024	A	`conf`	Security Risk Assessment on Cloud: A Systematic Mapping Study. EASE Giusy Annunziata, Alexandra Sheykina, Fabio Palomba, Andrea De Lucia, Gemma Catolino, Filomena Ferrucci
2024	J	`jnl`	Technical debt in AI-enabled systems: On the prevalence, severity, impact, and management strategies for code and architecture. J. Syst. Softw. Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Valentina Lenarduzzi, Davide Taibi, Dario Di Nucci, Fabio Palomba
2024	—	`conf`	Using Large Language Models to Support Software Engineering Documentation in Waterfall Life Cycles: Are We There Yet? Ital-IA Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Carmine Iemmino, Gemma Catolino, Dario Di Nucci, Fabio Palomba
2023	—	`conf`	Architecting MLOps in the Cloud: From Theory to Practice. ICSA-C Indika Kumara, Fabiano Pecorelli, Gemma Catolino, Rick Kazman, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2023	J	`jnl`	Go Serverless With RADON! A Practical DevOps Experience Report. IEEE Softw. Stefano Dalla Palma, Gemma Catolino, Dario Di Nucci, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2023	J	`jnl`	Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information. CoRR Giuseppe Cascavilla, Gemma Catolino, Mirella Sangiovanni
2023	J	`jnl`	QuantuMoonLight: A low-code platform to experiment with quantum machine learning. SoftwareX Francesco Amato, Matteo Cicalese, Luca Contrasto, Giacomo Cubicciotti, Gerardo D'Ambola, Antonio La Marca, Giuseppe Pagano, Fiorentino Tomeo, Gennaro Alessio Robertazzi, Gabriele Vassallo, Giovanni Acampora, Autilia Vitiello, Gemma Catolino, Giammaria Giordano, Stefano Lambiase, Valeria Pontillo, Giulia Sellitto, Filomena Ferrucci, Fabio Palomba
2023	C	`conf`	When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning. SECRYPT Giuseppe Cascavilla, Gemma Catolino, Mauro Conti, Dimos Mellios, Damian A. Tamburri
2023	J	`jnl`	When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning. CoRR Giuseppe Cascavilla, Gemma Catolino, Mauro Conti, Dimos Mellios, Damian A. Tamburri
2022	B	`conf`	"There and Back Again?" On the Influence of Software Community Dispersion Over Productivity. SEAA Stefano Lambiase, Gemma Catolino, Fabiano Pecorelli, Damian A. Tamburri, Fabio Palomba, Willem-Jan van den Heuvel, Filomena Ferrucci
2022	A	`conf`	"When the Code becomes a Crime Scene" Towards Dark Web Threat Intelligence with Software Quality Metrics. ICSME Giuseppe Cascavilla, Gemma Catolino, Felipe Ebert, Damien A. Tamburri, Willem-Jan van den Heuvel
2022	B	`conf`	A Multivocal Literature Review of MLOps Tools and Features. SEAA Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Sergio Moreschini, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri
2022	J	`jnl`	A compositional model for effort-aware Just-In-Time defect prediction on android apps. IET Softw. Kunsong Zhao, Zhou Xu, Meng Yan, Lei Xue, Wei Li, Gemma Catolino
2022	A	`conf`	Community Smell Detection and Refactoring in SLACK: The CADOCS Project. ICSME Gianmario Voria, Viviana Pentangelo, Antonio Della Porta, Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci
2022	J	`jnl`	Effort-Aware Just-in-Time Bug Prediction for Mobile Apps Via Cross-Triplet Deep Feature Embedding. IEEE Trans. Reliab. Zhou Xu, Kunsong Zhao, Tao Zhang, Chunlei Fu, Meng Yan, Zhiwen Xie, Xiaohong Zhang, Gemma Catolino
2022	A	`conf`	Gender Diversity and Community Smells: A Double-Replication Study on Brazilian Software Teams. SANER Camila Sarmento, Tiago Massoni, Alexander Serebrenik, Gemma Catolino, Damian A. Tamburri, Fabio Palomba
2022	—	`conf`	Good Fences Make Good Neighbours? On the Impact of Cultural and Geographical Dispersion on Community Smells. ICSE-SEIS Stefano Lambiase, Gemma Catolino, Damian A. Tamburri, Alexander Serebrenik, Fabio Palomba, Filomena Ferrucci
2022	C	`conf`	Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information. SECRYPT Giuseppe Cascavilla, Gemma Catolino, Mirella Sangiovanni
2022	J	`jnl`	MaLTeSQuE 2021 Workshop Summary. ACM SIGSOFT Softw. Eng. Notes Daniel Feitosa, Gemma Catolino, Valentina Lenarduzzi, Apostolos Ampatzoglou
2022	J	`jnl`	On the Adoption and Effects of Source Code Reuse on Defect Proneness and Maintenance Effort. CoRR Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
2022	A	`conf`	On the Evolution of Inheritance and Delegation Mechanisms and Their Impact on Code Quality. SANER Giammaria Giordano, Antonio Fasulo, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino
2022	C	`ed.`	OpenSym 2022: The 18th International Symposium on Open Collaboration, Madrid, Spain, September 7 - 9, 2022 OpenSym Gregorio Robles, Amel Charleux, Igor Steinmacher, Javier Arroyo, Antonio Balderas, Gemma Catolino, Alexandre Decan, Francisco Martín Rico, Amit Kumar Verma
2022	—	`ed.`	Proceedings of the 20th Belgium-Netherlands Software Evolution Workshop, Virtual Event / 's-Hertogenbosch, The Netherlands, December 7-8, 2021. BENEVOL Gemma Catolino, Dario Di Nucci, Damian A. Tamburri
2022	J	`jnl`	Software testing and Android applications: a large-scale empirical study. Empir. Softw. Eng. Fabiano Pecorelli, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia, Fabio Palomba
2022	—	`conf`	Unsupervised Labor Intelligence Systems: A Detection Approach and Its Evaluation - A Case Study in the Netherlands. SummerSOC Giuseppe Cascavilla, Gemma Catolino, Fabio Palomba, Andreas S. Andreou, Damian A. Tamburri, Willem-Jan van den Heuvel
2021	Misc	`conf`	Just-in-time defect prediction for Android apps via imbalanced deep learning model. SAC Kunsong Zhao, Zhou Xu, Meng Yan, Yutian Tang, Ming Fan, Gemma Catolino
2021	—	`ed.`	MaLTeSQuE@ESEC/SIGSOFT FSE 2021: Proceedings of the 5th International Workshop on Machine Learning Techniques for Software Quality Evolution, Athens, Greece, 23 August 2021 MaLTeSQuE@ESEC/SIGSOFT FSE Apostolos Ampatzoglou, Daniel Feitosa, Gemma Catolino, Valentina Lenarduzzi
2021	—	`conf`	Understanding Community Smells Variability: A Statistical Approach. ICSE-SEIS Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik
2021	—	`conf`	Understanding Community Smells Variability: A Statistical Approach: Replication Package Instructions. ICSE (Companion Volume) Gemma Catolino, Fabio Palomba, Damian Andrew Tamburri, Alexander Serebrenik
2020	A	`conf`	A blessing in disguise? Assessing the Relationship between Code Smells and Sustainability. ICSME Gemma Catolino
2020	J	`jnl`	Gender Diversity and Community Smells: Insights From the Trenches. IEEE Softw. Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci
2020	J	`jnl`	Improving change prediction models with code smell-related information. Empir. Softw. Eng. Gemma Catolino, Fabio Palomba, Francesca Arcelli Fontana, Andrea De Lucia, Andy Zaidman, Filomena Ferrucci
2020	—	`ed.`	Proceedings of the 4th ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE@ESEC/SIGSOFT FSE 2020, Virtual Event, USA, November 13, 2020. MaLTeSQuE@ESEC/SIGSOFT FSE Foutse Khomh, Pasquale Salza, Gemma Catolino
2020	—	`conf`	Refactoring community smells in the wild: the practitioner's field manual. ICSE-SEIS Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci
2020	A	`conf`	Testing of Mobile Applications in the Wild: A Large-Scale Empirical Study on Android Apps. ICPC Fabiano Pecorelli, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia, Fabio Palomba
2019	J	`jnl`	An extensive evaluation of ensemble techniques for software change prediction. J. Softw. Evol. Process. Gemma Catolino, Filomena Ferrucci
2019	—	`conf`	Cross-project just-in-time bug prediction for mobile apps: an empirical assessment. MOBILESoft@ICSE Gemma Catolino, Dario Di Nucci, Filomena Ferrucci
2019	—	`conf`	Gender diversity and women in software teams: how do they affect community smells? ICSE-SEIS Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci
2019	A	`conf`	How the Experience of Development Teams Relates to Assertion Density of Test Classes. ICSME Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci
2019	J	`jnl`	Improving Change Prediction Models with Code Smell-Related Information. CoRR Gemma Catolino, Fabio Palomba, Francesca Arcelli Fontana, Andrea De Lucia, Andy Zaidman, Filomena Ferrucci
2019	J	`jnl`	Not All Bugs Are the Same: Understanding, Characterizing, and Classifying the Root Cause of Bugs. CoRR Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci
2019	J	`jnl`	Not all bugs are the same: Understanding, characterizing, and classifying bug types. J. Syst. Softw. Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci
2019	—	`conf`	The Secret Life of Software Communities: What we Know and What we Don't Know. BENEVOL Gemma Catolino, Fabio Palomba, Damian A. Tamburri
2018	—	`conf`	Does source code quality reflect the ratings of apps? MOBILESoft@ICSE Gemma Catolino
2018	—	`conf`	Effort-oriented methods and tools for software development and maintenance for mobile apps. ICSE (Companion Volume) Gemma Catolino
2018	J	`jnl`	Enhancing change prediction models using developer-related factors. J. Syst. Softw. Gemma Catolino, Fabio Palomba, Andrea De Lucia, Filomena Ferrucci, Andy Zaidman
2018	—	`conf`	Ensemble techniques for software change prediction: A preliminary investigation. MaLTeSQuE Gemma Catolino, Filomena Ferrucci
2017	—	`conf`	A Set of Metrics for the Effort Estimation of Mobile Apps. MOBILESoft@ICSE Gemma Catolino, Pasquale Salza, Carmine Gravino, Filomena Ferrucci
2017	A	`conf`	Developer-related factors in change prediction: an empirical assessment. ICPC Gemma Catolino, Fabio Palomba, Andrea De Lucia, Filomena Ferrucci, Andy Zaidman
2017	—	`conf`	Just-In-Time Bug Prediction in Mobile Applications: The Domain Matters! MOBILESoft@ICSE Gemma Catolino