Publications

Publications

e-print
Continuous Deep Learning: A Workflow to Bring Models into Production
Janosch Baltensperger, Pasquale Salza, Harald C. Gall
arXiv (2022)
e-print
Synthetic End-User Testing: Modeling Realistic Agents Based on Behavioral Examples
Pasquale Salza, Marco Edoardo Palma, Harald C. Gall
arXiv (2022)
journal
On the Effectiveness of Transfer Learning for Code Search
Pasquale Salza, Christoph Schwizer, Jian Gu, Harald C. Gall
IEEE Transactions on Software Engineering (TSE) (2022)
conference
On-the-Fly Syntax Highlighting using Neural Networks
Marco Edoardo Palma, Pasquale Salza, Harald C. Gall
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) (2022)
journal
A Systematic Mapping Study of Source Code Representation for Deep Learning in Software Engineering
Hazem Peter Samoaa, Firas Bayram, Pasquale Salza, Philipp Leitner
IET Software (2022)
conference
Assemble Foundation Models for Automatic Code Summarization
Jian Gu, Pasquale Salza, Harald C. Gall
IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER): pp. 935-946 (2022)
journal
Predicting Unstable Software Benchmarks Using Static Source Code Features
Christoph Laaber, Mikael Basmaci, Pasquale Salza
Empirical Software Engineering (EMSE) 26(6) (2021)
conference
APIzation: Generating Reusable APIs from StackOverflow Code Snippets
Valerio Terragni, Pasquale Salza
IEEE/ACM International Conference on Automated Software Engineering (ASE): pp. 542-554 (2021)
conference
Measuring Software Testability Modulo Test Quality
Valerio Terragni, Pasquale Salza, Mauro Pezzè
IEEE/ACM International Conference on Program Comprehension (ICPC): pp. 241-251 (2020)
journal
Third-Party Libraries in Mobile Apps: When, How, and Why Developers Update Them
Pasquale Salza, Fabio Palomba, Dario Di Nucci, Andrea De Lucia, Filomena Ferrucci
Empirical Software Engineering (EMSE) 25(3): pp. 2341-2377 (2020)
journal
Facilitating Program Performance Profiling via Evolutionary Symbolic Execution
Andrea Aquino, Pietro Braione, Giovanni Denaro, Pasquale Salza
Software Testing, Verification & Reliability (STVR) 30(2) (2020)
conference
A Container-Based Infrastructure for Fuzzy-Driven Root Causing of Flaky Tests
Valerio Terragni, Pasquale Salza, Filomena Ferrucci
ACM/IEEE International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER): pp. 69-72 (2020)
journal
Speed Up Parallel Genetic Algorithms in the Cloud
Pasquale Salza, Filomena Ferrucci
Future Generation Computer Systems (FGCS): pp. 276-289 (2019)
conference
Worst-Case Execution Time Testing via Evolutionary Symbolic Execution
Andrea Aquino, Giovanni Denaro, Pasquale Salza
IEEE International Symposium on Software Reliability Engineering (ISSRE): pp. 76-87 (2018)
journal
Using Hadoop MapReduce for Parallel Genetic Algorithms: A Comparison of the Global, Grid and Island Models
Filomena Ferrucci, Pasquale Salza, Federica Sarro
Evolutionary Computation (EVCO) 26(4): pp. 535-567 (2018)
conference
Do Developers Update Third-Party Libraries in Mobile Apps?
Pasquale Salza, Fabio Palomba, Dario Di Nucci, Cosmo D'Uva, Andrea De Lucia, Filomena Ferrucci
IEEE/ACM International Conference on Program Comprehension (ICPC): pp. 255-265 (2018)
chapter
Agile Methodologies in Education: A Review
Pasquale Salza, Paolo Musmarra, Filomena Ferrucci
Agile and Lean Concepts for Teaching and Learning: Bringing Methodologies from Industry to the Classroom: pp. 25-45 (2018)
conference
cCube: A Cloud Microservices Architecture for Evolutionary Machine Learning Classification
Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly
Genetic and Evolutionary Computation Conference Companion (GECCO Companion): pp. 137-138 (2017)
conference
Towards Evolutionary Machine Learning Comparison, Competition, and Collaboration with a Multi-Cloud Platform
Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly
Evolutionary Computation Software Systems Workshop at GECCO (EvoSoft): pp. 1263-1270 (2017)
conference
Recommending and Localizing Code Changes for Mobile Apps based on User Reviews
Fabio Palomba, Pasquale Salza, Adelina Ciurumelea, Sebastiano Panichella, Harald C. Gall, Filomena Ferrucci, Andrea De Lucia
ACM/IEEE International Conference on Software Engineering (ICSE): pp. 106-117 (2017)
conference
A Set of Metrics for the Effort Estimation of Mobile Apps
Gemma Catolino, Pasquale Salza, Carmine Gravino, Filomena Ferrucci
IEEE/ACM International Conference on Mobile Software Engineering and Systems (MobileSoft): pp. 194-198 (2017)
chapter
Using COSMIC for the Functional Size Measurement of Distributed Applications in Cloud Environments
Filomena Ferrucci, Carmine Gravino, Pasquale Salza
Software Project Management for Distributed Computing: Life-Cycle Methods for Developing Scalable and Reliable Tools: pp. 43-58 (2017)
conference
Develop, Deploy and Execute Parallel Genetic Algorithms in the Cloud
Pasquale Salza, Filomena Ferrucci, Federica Sarro
Genetic and Evolutionary Computation Conference Companion (GECCO Companion): pp. 121-122 (2016)
conference
elephant56: Design and Implementation of a Parallel Genetic Algorithms Framework on Hadoop MapReduce
Pasquale Salza, Filomena Ferrucci, Federica Sarro
Evolutionary Computation Software Systems Workshop at GECCO (EvoSoft): pp. 1315-1322 (2016)
conference
Towards Automatic Service Level Agreements Information Extraction
Lucia De Marco, Filomena Ferrucci, M-Tahar Kechadi, Gennaro Napoli, Pasquale Salza
International Conference on Cloud Computing and Services Science (CLOSER): pp. 59-66 (2016)
conference
Investigating Functional and Code Size Measures for Mobile Applications: A Replicated Study
Filomena Ferrucci, Carmine Gravino, Pasquale Salza, Federica Sarro
International Conference on Product-Focused Software Process Improvement (PROFES): pp. 271-287 (2015)
conference
Investigating Functional and Code Size Measures for Mobile Applications
Filomena Ferrucci, Carmine Gravino, Pasquale Salza, Federica Sarro
Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA): pp. 365-368 (2015)
conference
COSMIC Functional Measurement of Mobile Applications and Code Size Estimation
Loris D'Avanzo, Filomena Ferrucci, Carmine Gravino, Pasquale Salza
ACM/SIGAPP Symposium on Applied Computing (SAC): pp. 1631-1636 (2015)
conference
A Parallel Genetic Algorithms Framework Based on Hadoop MapReduce
Filomena Ferrucci, M-Tahar Kechadi, Pasquale Salza, Federica Sarro
ACM/SIGAPP Symposium on Applied Computing (SAC): pp. 1664-1667 (2015)