Gemma Catolino

According to our database, Gemma Catolino authored at least 58 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

<i>Few Images, Many Insights</i>: Illicit Content Detection Using a Limited Number of Images.

Giuseppe Cascavilla, Gemma Catolino, Mauro Conti, Dimos Mellios, Damian A. Tamburri

ACM Trans. Intell. Syst. Technol., December, 2024

"Through the looking-glass ..." An empirical study on blob infrastructure blueprints in the Topology and Orchestration Specification for Cloud Applications.

Stefano Dalla Palma, Chiel van Asseldonk, Gemma Catolino, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri

J. Softw. Evol. Process., April, 2024

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

Stefano Lambiase, Gemma Catolino, Fabiano Pecorelli, Damian A. Tamburri, Fabio Palomba, Willem-Jan van den Heuvel, Filomena Ferrucci

J. Syst. Softw., February, 2024

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

Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino

Empir. Softw. Eng., February, 2024

Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto.

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

J. Syst. Softw., 2024

Technical debt in AI-enabled systems: On the prevalence, severity, impact, and management strategies for code and architecture.

Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Valentina Lenarduzzi, Davide Taibi, Dario Di Nucci, Fabio Palomba

J. Syst. Softw., 2024

Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?

Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba

CoRR, 2024

From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?

Gianmario Voria, Stefano Lambiase, Maria Concetta Schiavone, Gemma Catolino, Fabio Palomba

CoRR, 2024

RECOVER: Toward the Automatic Requirements Generation from Stakeholders' Conversations.

Gianmario Voria, Francesco Casillo, Carmine Gravino, Gemma Catolino, Fabio Palomba

CoRR, 2024

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

Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci

CoRR, 2024

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

Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Daniel Russo

CoRR, 2024

A Catalog of Fairness-Aware Practices in Machine Learning Engineering.

Gianmario Voria, Giulia Sellitto, Carmine Ferrara, Francesco Abate, Andrea De Lucia, Filomena Ferrucci, Gemma Catolino, Fabio Palomba

CoRR, 2024

Using Large Language Models to Support Software Engineering Documentation in Waterfall Life Cycles: Are We There Yet?

Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Carmine Iemmino, Gemma Catolino, Dario Di Nucci, Fabio Palomba

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Dealing With Cultural Dispersion: a Novel Theoretical Framework for Software Engineering Research and Practice.

Stefano Lambiase, Gemma Catolino, Bice Della Piana, Filomena Ferrucci, Fabio Palomba

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, 2024

An Empirical Study of Social Debt in Open-Source Projects: Social Drivers and the "Known Devil" Community Smell.

Hong-Mei Chen, Rick Kazman, Gemma Catolino, Massimo Manca, Damian Andrew Tamburri, Willem-Jan van den Heuvel

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Is Attention All You Need? Toward a Conceptual Model for Social Awareness in Large Language Models.

Gianmario Voria, Gemma Catolino, Fabio Palomba

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

An Empirical Study on the Relation Between Programming Languages and the Emergence of Community Smells.

Giusy Annunziata, Carmine Ferrara, Stefano Lambiase, Fabio Palomba, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia

Proceedings of the 50th Euromicro Conference on Software Engineering and Advanced Applications, 2024

FRINGE: context-aware FaiRness engineerING in complex software systEms.

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

Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

Security Risk Assessment on Cloud: A Systematic Mapping Study.

Giusy Annunziata, Alexandra Sheykina, Fabio Palomba, Andrea De Lucia, Gemma Catolino, Filomena Ferrucci

Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023

QuantuMoonLight: A low-code platform to experiment with quantum machine learning.

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

SoftwareX, May, 2023

Go Serverless With RADON! A Practical DevOps Experience Report.

Stefano Dalla Palma, Gemma Catolino, Dario Di Nucci, Damian Andrew Tamburri, Willem-Jan van den Heuvel

IEEE Softw., 2023

When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning.

Giuseppe Cascavilla, Gemma Catolino, Mauro Conti, Dimos Mellios, Damian A. Tamburri

Proceedings of the 20th International Conference on Security and Cryptography, 2023

Architecting MLOps in the Cloud: From Theory to Practice.

Indika Kumara, Fabiano Pecorelli, Gemma Catolino, Rick Kazman, Damian Andrew Tamburri, Willem-Jan van den Heuvel

Proceedings of the 20th International Conference on Software Architecture, 2023

2022

Effort-Aware Just-in-Time Bug Prediction for Mobile Apps Via Cross-Triplet Deep Feature Embedding.

Zhou Xu, Kunsong Zhao, Tao Zhang, Chunlei Fu, Meng Yan, Zhiwen Xie, Xiaohong Zhang, Gemma Catolino

IEEE Trans. Reliab., 2022

MaLTeSQuE 2021 Workshop Summary.

Daniel Feitosa, Gemma Catolino, Valentina Lenarduzzi, Apostolos Ampatzoglou

ACM SIGSOFT Softw. Eng. Notes, 2022

A compositional model for effort-aware Just-In-Time defect prediction on android apps.

Kunsong Zhao, Zhou Xu, Meng Yan, Lei Xue, Wei Li, Gemma Catolino

IET Softw., 2022

Software testing and Android applications: a large-scale empirical study.

Fabiano Pecorelli, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia, Fabio Palomba

Empir. Softw. Eng., 2022

Gender Diversity and Community Smells: A Double-Replication Study on Brazilian Software Teams.

Camila Sarmento, Tiago Massoni, Alexander Serebrenik, Gemma Catolino, Damian A. Tamburri, Fabio Palomba

Proceedings of the IEEE International Conference on Software Analysis, 2022

On the Evolution of Inheritance and Delegation Mechanisms and Their Impact on Code Quality.

Giammaria Giordano, Antonio Fasulo, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino

Proceedings of the IEEE International Conference on Software Analysis, 2022

Unsupervised Labor Intelligence Systems: A Detection Approach and Its Evaluation - A Case Study in the Netherlands.

Giuseppe Cascavilla, Gemma Catolino, Fabio Palomba, Andreas S. Andreou, Damian A. Tamburri, Willem-Jan van den Heuvel

Proceedings of the Service-Oriented Computing - 16th Symposium and Summer School, 2022

Illicit Darkweb Classification via Natural-language Processing: Classifying Illicit Content of Webpages based on Textual Information.

Giuseppe Cascavilla, Gemma Catolino, Mirella Sangiovanni

Proceedings of the 19th International Conference on Security and Cryptography, 2022

Community Smell Detection and Refactoring in SLACK: The CADOCS Project.

Gianmario Voria, Viviana Pentangelo, Antonio Della Porta, Stefano Lambiase, Gemma Catolino, Fabio Palomba, Filomena Ferrucci

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

"When the Code becomes a Crime Scene" Towards Dark Web Threat Intelligence with Software Quality Metrics.

Giuseppe Cascavilla, Gemma Catolino, Felipe Ebert, Damien A. Tamburri, Willem-Jan van den Heuvel

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

Good Fences Make Good Neighbours? On the Impact of Cultural and Geographical Dispersion on Community Smells.

Stefano Lambiase, Gemma Catolino, Damian A. Tamburri, Alexander Serebrenik, Fabio Palomba, Filomena Ferrucci

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Society ICSE (SEIS) 2022, 2022

A Multivocal Literature Review of MLOps Tools and Features.

Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Sergio Moreschini, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

"There and Back Again?" On the Influence of Software Community Dispersion Over Productivity.

Stefano Lambiase, Gemma Catolino, Fabiano Pecorelli, Damian A. Tamburri, Fabio Palomba, Willem-Jan van den Heuvel, Filomena Ferrucci

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

2021

Just-in-time defect prediction for Android apps via imbalanced deep learning model.

Kunsong Zhao, Zhou Xu, Meng Yan, Yutian Tang, Ming Fan, Gemma Catolino

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Understanding Community Smells Variability: A Statistical Approach.

Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, 2021

Understanding Community Smells Variability: A Statistical Approach: Replication Package Instructions.

Gemma Catolino, Fabio Palomba, Damian Andrew Tamburri, Alexander Serebrenik

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

2020

Gender Diversity and Community Smells: Insights From the Trenches.

Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci

IEEE Softw., 2020

Improving change prediction models with code smell-related information.

Gemma Catolino, Fabio Palomba, Francesca Arcelli Fontana, Andrea De Lucia, Andy Zaidman, Filomena Ferrucci

Empir. Softw. Eng., 2020

Testing of Mobile Applications in the Wild: A Large-Scale Empirical Study on Android Apps.

Fabiano Pecorelli, Gemma Catolino, Filomena Ferrucci, Andrea De Lucia, Fabio Palomba

Proceedings of the ICPC '20: 28th International Conference on Program Comprehension, 2020

A blessing in disguise? Assessing the Relationship between Code Smells and Sustainability.

Gemma Catolino

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

Refactoring community smells in the wild: the practitioner's field manual.

Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci

Proceedings of the ICSE-SEIS '20: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering in Society, Seoul, South Korea, 27 June, 2020

2019

An extensive evaluation of ensemble techniques for software change prediction.

Gemma Catolino, Filomena Ferrucci

J. Softw. Evol. Process., 2019

Not all bugs are the same: Understanding, characterizing, and classifying bug types.

Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci

J. Syst. Softw., 2019

Not All Bugs Are the Same: Understanding, Characterizing, and Classifying the Root Cause of Bugs.

Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci

CoRR, 2019

How the Experience of Development Teams Relates to Assertion Density of Test Classes.

Gemma Catolino, Fabio Palomba, Andy Zaidman, Filomena Ferrucci

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Gender diversity and women in software teams: how do they affect community smells?

Gemma Catolino, Fabio Palomba, Damian A. Tamburri, Alexander Serebrenik, Filomena Ferrucci

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Society, 2019

Cross-project just-in-time bug prediction for mobile apps: an empirical assessment.

Gemma Catolino, Dario Di Nucci, Filomena Ferrucci

Proceedings of the 6th International Conference on Mobile Software Engineering and Systems, 2019

The Secret Life of Software Communities: What we Know and What we Don't Know.

Gemma Catolino, Fabio Palomba, Damian A. Tamburri

Proceedings of the 18th Belgium-Netherlands Software Evolution Workshop, 2019

2018

Enhancing change prediction models using developer-related factors.

Gemma Catolino, Fabio Palomba, Andrea De Lucia, Filomena Ferrucci, Andy Zaidman

J. Syst. Softw., 2018

Ensemble techniques for software change prediction: A preliminary investigation.

Gemma Catolino, Filomena Ferrucci

Proceedings of the 2018 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation, 2018

Does source code quality reflect the ratings of apps?

Gemma Catolino

Proceedings of the 5th International Conference on Mobile Software Engineering and Systems, MOBILESoft@ICSE 2018, Gothenburg, Sweden, May 27, 2018

Effort-oriented methods and tools for software development and maintenance for mobile apps.

Gemma Catolino

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

2017

Developer-related factors in change prediction: an empirical assessment.

Gemma Catolino, Fabio Palomba, Andrea De Lucia, Filomena Ferrucci, Andy Zaidman

Proceedings of the 25th International Conference on Program Comprehension, 2017

A Set of Metrics for the Effort Estimation of Mobile Apps.

Gemma Catolino, Pasquale Salza, Carmine Gravino, Filomena Ferrucci

Proceedings of the 4th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 2017

Just-In-Time Bug Prediction in Mobile Applications: The Domain Matters!

Gemma Catolino

Proceedings of the 4th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 2017