Federica Sarro

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 118

Top Venues

CoRR

IEEE Trans. Software Eng.

Empir. Softw. Eng.

Inf. Softw. Technol.

Publications

Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
Fairness Improvement with Multiple Protected Attributes: How Far Are We? ICSE (2024)
Giovani Guizzo, Jie M. Zhang, Federica Sarro, Christoph Treude, Mark Harman
Mutation analysis for evaluating code translation. Empir. Softw. Eng. 29 (1) (2024)
Tushar Sharma, Maria Kechagia, Stefanos Georgiou, Rohit Tiwari, Indira Vats, Hadi Moazen, Federica Sarro
A survey on machine learning techniques applied to source code. J. Syst. Softw. 209 (2024)
Carol Hanna, David Clark, Federica Sarro, Justyna Petke
Hot Fixing Software: A Comprehensive Review of Terminology, Techniques, and Applications. CoRR (2024)
Jingzhi Gong, Sisi Li, Giordano d'Aloisio, Zishuo Ding, Yulong Ye, William B. Langdon, Federica Sarro
GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation. CoRR (2024)
Saurabhsingh Rajput, Maria Kechagia, Federica Sarro, Tushar Sharma
Greenlight: Highlighting TensorFlow APIs Energy Footprint. MSR (2024)
Justyna Petke, Matias Martinez, Maria Kechagia, Aldeida Aleti, Federica Sarro
The Patch Overfitting Problem in Automated Program Repair: Practical Magnitude and a Baseline for Realistic Benchmarking. SIGSOFT FSE Companion (2024)
Kaibo Liu, Yudong Han, Yiyang Liu, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Gang Huang, Yun Ma
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR (2024)
Zhenpeng Chen, Jie M. Zhang, Max Hort, Mark Harman, Federica Sarro
Fairness Testing: A Comprehensive Survey and Analysis of Trends. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Xiaoxue Ma, Huiqi Zou, Jacky Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations. CoRR (2024)
Chaiyong Ragkhitwetsagul, Jens Krinke, Morakot Choetkiertikul, Thanwadee Sunetnanta, Federica Sarro
Adoption of automated software engineering tools and techniques in Thailand. Empir. Softw. Eng. 29 (4) (2024)
Charalambos Mitropoulos, Maria Kechagia, Chrysostomos Maschas, Sotiris Ioannidis, Federica Sarro, Dimitris Mitropoulos
Charting The Evolution of Solidity Error Handling. CoRR (2024)
Rebecca Moussa, Danielle Azar, Federica Sarro
On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios. SANER (2024)
Emeralda Sesari, Federica Sarro, Ayushi Rastogi
Understanding Fairness in Software Engineering: Insights from Stack Exchange. CoRR (2024)
Vali Tawosi, Rebecca Moussa, Federica Sarro
Agile Effort Estimation: Have We Solved the Problem Yet? Insights From the Replication of the GPT2SP Study. SANER (2024)
Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti
Test-based patch clustering for automatically-generated patches assessment. Empir. Softw. Eng. 29 (5) (2024)
David Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro
User-Centric Deployment of Automated Program Repair at Bloomberg. ICSE-SEIP (2024)
Max Hort, Jie M. Zhang, Federica Sarro, Mark Harman
Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software. Empir. Softw. Eng. 29 (1) (2024)
Tushar Sharma, Stefanos Georgiou, Maria Kechagia, Taher A. Ghaleb, Federica Sarro
Investigating developers' perception on software testability and its effects. Empir. Softw. Eng. 28 (5) (2023)
Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Assess and Summarize: Improve Outage Understanding with Large Language Models. ESEC/SIGSOFT FSE (2023)
Saurabhsingh Rajput, Tim Widmayer, Ziyuan Shang, Maria Kechagia, Federica Sarro, Tushar Sharma
FECoM: A Step towards Fine-Grained Energy Measurement for Deep Learning. CoRR (2023)
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
Enhancing Genetic Improvement Mutations Using Large Language Models. SSBSE (2023)
Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu
Revisiting the Performance of Serverless Computing: An Analysis of Variance. CoRR (2023)
Xinyue Li, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Ying Zhang, Xuanzhe Liu
Dark-Skin Individuals Are at More Risk on the Street: Unmasking Fairness Issues of Autonomous Driving Systems. CoRR (2023)
Giovani Guizzo, Francesco Califano, Federica Sarro, Filomena Ferrucci, Mark Harman
Inferring test models from user bug reports using multi-objective search. Empir. Softw. Eng. 28 (4) (2023)
Harel Berger, Aidan Dakhama, Zishuo Ding, Karine Even-Mendoza, David Kelly, Héctor D. Menéndez, Rebecca Moussa, Federica Sarro
StableYolo: Optimizing Image Generation for Large Language Models. SSBSE (2023)
Jinfeng Wen, Zhenpeng Chen, Federica Sarro, Xuanzhe Liu
SuperFlow: Performance Testing for Serverless Computing. CoRR (2023)
Rebecca Moussa, Giovani Guizzo, Federica Sarro
MEG: Multi-objective Ensemble Generation for Software Defect Prediction (HOP GECCO'23). GECCO Companion (2023)
Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano López, Justyna Petke, Federica Sarro
Evaluating Explanations for Software Patches Generated by Large Language Models. SSBSE (2023)
Max Hort, Rebecca Moussa, Federica Sarro
Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23). GECCO Companion (2023)
Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania
Enhancing Genetic Improvement Mutations Using Large Language Models. CoRR (2023)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
An Empirical Study on Fairness Improvement with Multiple Protected Attributes. CoRR (2023)
Federica Sarro
Search-Based Software Engineering in the Era of Modern Software Systems. RE (2023)
Federica Sarro
Automated Optimisation of Modern Software System Properties. ICPE (2023)
Mar Zamorano, Carlos Cetina, Federica Sarro
The Quest for Content: A Survey of Search-Based Procedural Content Generation for Video Games. CoRR (2023)
David Williams, James Callan, Serkan Kirbas, Sergey Mechtaev, Justyna Petke, Thomas Prideaux-Ghee, Federica Sarro
User-Centric Deployment of Automated Program Repair at Bloomberg. CoRR (2023)
Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
Assess and Summarize: Improve Outage Understanding with Large Language Models. CoRR (2023)
Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA (2023)
Max Hort, Rebecca Moussa, Federica Sarro
Multi-objective search for gender-fair and semantically correct word embeddings. Appl. Soft Comput. 133 (2023)
Tegawendé F. Bissyandé, Jacques Klein, Christian Bird, Federica Sarro
Message from the Chairs: ASE 2023. ASE (2023)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers. ACM Trans. Softw. Eng. Methodol. 32 (4) (2023)
Vali Tawosi, Rebecca Moussa, Federica Sarro
Agile Effort Estimation: Have We Solved the Problem Yet? Insights From a Replication Study. IEEE Trans. Software Eng. 49 (4) (2023)
Dario Asprone, Jonathan Metzman, Abhishek Arya, Giovani Guizzo, Federica Sarro
Comparing Fuzzers on a Level Playing Field with FuzzBench. ICST (2022)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
MAAT: a novel ensemble approach to addressing fairness and performance bugs for machine learning software. ESEC/SIGSOFT FSE (2022)
James Zhong, Max Hort, Federica Sarro
Py2Cy: a genetic improvement tool to speed up python. GECCO Companion (2022)
Vali Tawosi, Federica Sarro, Alessio Petrozziello, Mark Harman
Multi-Objective Software Effort Estimation: A Replication Study. IEEE Trans. Software Eng. 48 (8) (2022)
Vali Tawosi, Afnan A. Al-Subaihin, Rebecca Moussa, Federica Sarro
A Versatile Dataset of Agile Open Source Software Projects. CoRR (2022)
Giovani Guizzo, Federica Sarro, Jens Krinke, Silvia R. Vergilio
Sentinel: A Hyper-Heuristic for the Generation of Mutant Reduction Strategies. IEEE Trans. Software Eng. 48 (3) (2022)
Vali Tawosi, Rebecca Moussa, Federica Sarro
Deep Learning for Agile Effort Estimation Have We Solved the Problem Yet? CoRR (2022)
Chaiyong Ragkhitwetsagul, Jens Krinke, Morakot Choetkiertikul, Thanwadee Sunetnanta, Federica Sarro
Identifying Software Engineering Challenges in Software SMEs: A Case Study in Thailand. SANER (2022)
Rebecca Moussa, Danielle Azar, Federica Sarro
Investigating the Use of One-Class Support Vector Machine for Software Defect Prediction. CoRR (2022)
Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro, Mark Harman
Fairness Testing: A Comprehensive Survey and Analysis of Trends. CoRR (2022)
Vali Tawosi, Rebecca Moussa, Federica Sarro
On the Relationship Between Story Points and Development Effort in Agile Open-Source Software. ESEM (2022)
Rebecca Moussa, Giovani Guizzo, Federica Sarro
MEG: Multi-objective Ensemble Generation for Software Defect Prediction. ESEM (2022)
Maria Kechagia, Sergey Mechtaev, Federica Sarro, Mark Harman
Evaluating Automatic Program Repair Capabilities to Repair API Misuses. IEEE Trans. Software Eng. 48 (7) (2022)
Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness. CoRR (2022)
Rebecca Moussa, Federica Sarro
On the use of evaluation measures for defect prediction studies. ISSTA (2022)
Vali Tawosi, Afnan A. Al-Subaihin, Federica Sarro
Investigating the Effectiveness of Clustering for Story Point Estimation. SANER (2022)
Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti
Test-based Patch Clustering for Automatically-Generated Patches Assessment. CoRR (2022)
Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey. CoRR (2022)
James Callan, Oliver Krauss, Justyna Petke, Federica Sarro
How do Android developers improve non-functional properties of software? Empir. Softw. Eng. 27 (5) (2022)
Federica Sarro, Rebecca Moussa, Alessio Petrozziello, Mark Harman
Learning From Mistakes: Machine Learning Enhanced Human Expert Effort Estimates. IEEE Trans. Software Eng. 48 (6) (2022)
Max Hort, Maria Kechagia, Federica Sarro, Mark Harman
A Survey of Performance Optimization for Mobile Applications. IEEE Trans. Software Eng. 48 (8) (2022)
Minghua Ma, Zhao Tian, Max Hort, Federica Sarro, Hongyu Zhang, Qingwei Lin, Dongmei Zhang
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances. CoRR (2022)
Max Hort, Federica Sarro
Privileged and Unprivileged Groups: An Empirical Study on the Impact of the Age Attribute on Fairness. FairWare@ICSE (2022)
Vali Tawosi, Afnan A. Al-Subaihin, Rebecca Moussa, Federica Sarro
A Versatile Dataset of Agile Open Source Software Projects. MSR (2022)
Rebecca Moussa, Federica Sarro
Do Not Take It for Granted: Comparing Open-Source Libraries for Software Development Effort Estimation. CoRR (2022)
Stefanos Georgiou, Maria Kechagia, Tushar Sharma, Federica Sarro, Ying Zou
Green AI: Do Deep Learning Frameworks Have Different Costs? ICSE (2022)
Vali Tawosi, Rebecca Moussa, Federica Sarro
Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Second Replication Study (GPT2SP Replication Report). CoRR (2022)
Max Hort, Federica Sarro
The effect of offspring population size on NSGA-II: a preliminary study. GECCO Companion (2021)
Robert White, Jens Krinke, Earl T. Barr, Federica Sarro, Chaiyong Ragkhitwetsagul
Artefact Relation Graphs for Unit Test Reuse Recommendation. ICST (2021)
Carlos Gavidia-Calderon, Federica Sarro, Mark Harman, Earl T. Barr
The Assessor's Dilemma: Improving Bug Repair via Empirical Game Theory. IEEE Trans. Software Eng. 47 (10) (2021)
Tushar Sharma, Maria Kechagia, Stefanos Georgiou, Rohit Tiwari, Federica Sarro
A Survey on Machine Learning Techniques for Source Code Analysis. CoRR (2021)
Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman
Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE (2021)
Héctor D. Menéndez, Gunel Jahangirova, Federica Sarro, Paolo Tonella, David Clark
Diversifying Focused Testing for Unit Testing. ACM Trans. Softw. Eng. Methodol. 30 (4) (2021)
Giovani Guizzo, Justyna Petke, Federica Sarro, Mark Harman
Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE (Companion Volume) (2021)
Giovani Guizzo, Aymeric Blot, James Callan, Justyna Petke, Federica Sarro
Refining Fitness Functions for Search-Based Automated Program Repair - A Case Study with ARJA and ARJA-e. SSBSE (2021)
Max Hort, Jie M. Zhang, Federica Sarro, Mark Harman
Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods. ESEC/SIGSOFT FSE (2021)
Max Hort, Federica Sarro
Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination. ASE (2021)
Afnan A. Al-Subaihin, Federica Sarro, Sue Black, Licia Capra, Mark Harman
App Store Effects on Software Engineering Practices. IEEE Trans. Software Eng. 47 (2) (2021)
Giovani Guizzo, Federica Sarro, Jens Krinke, Silvia Regina Vergilio
Sentinel: A Hyper-Heuristic for the Generation of Mutant Reduction Strategies. CoRR (2021)
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience. Inf. Softw. Technol. 132 (2021)
Giuliano Antoniol, Federica Sarro
Guest editorial: Special section on Search-based Software Engineering track at GECCO 2018. Inf. Softw. Technol. 118 (2020)
Max Hort, Federica Sarro
Optimising word embeddings with search-based approaches. GECCO Companion (2020)
Afnan A. Al-Subaihin, Federica Sarro
Exploring the Use of Genetic Algorithm Clustering for Mobile App Categorisation. SSBSE (2020)
Sergio Di Martino, Filomena Ferrucci, Carmine Gravino, Federica Sarro
Assessing the effectiveness of approximate functional sizing approaches for effort estimation. Inf. Softw. Technol. 123 (2020)
Yixue Zhao, Justin Chen, Adriana Sejfia, Marcelo Schmitt Laser, Jie Zhang, Federica Sarro, Mark Harman, Nenad Medvidovic
FrUITeR - A Framework for Evaluating UI Test Reuse. CoRR (2020)
Giovani Guizzo, Federica Sarro, Mark Harman
Cost measures matter for mutation testing study validity. ESEC/SIGSOFT FSE (2020)
Carlos Gavidia-Calderon, Federica Sarro, Mark Harman, Earl T. Barr
Game-theoretic analysis of development practices: Challenges and opportunities. J. Syst. Softw. 159 (2020)
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience. CoRR (2020)
Federica Sarro, Alessio Petrozziello, Dan-Qi He, Shin Yoo
A new approach to distribute MOEA pareto front computation. GECCO Companion (2020)
Yixue Zhao, Justin Chen, Adriana Sejfia, Marcelo Schmitt Laser, Jie Zhang, Federica Sarro, Mark Harman, Nenad Medvidovic
FrUITeR: a framework for evaluating UI test reuse. ESEC/SIGSOFT FSE (2020)
Matthieu Jimenez, Renaud Rwemalika, Mike Papadakis, Federica Sarro, Yves Le Traon, Mark Harman
The importance of accounting for real-world labelling when predicting software vulnerabilities. ESEC/SIGSOFT FSE (2019)
Federica Sarro
Search-Based Predictive Modelling for Software Engineering: How Far Have We Gone? SSBSE (2019)
Afnan A. Al-Subaihin, Federica Sarro, Sue Black, Licia Capra
Empirical comparison of text-based mobile apps similarity measurement techniques. Empir. Softw. Eng. 24 (6) (2019)
Nadia Alshahwan, Andrea Ciancone, Mark Harman, Yue Jia, Ke Mao, Alexandru Marginean, Alexander Mols, Hila Peleg, Federica Sarro, Ilya Zorin
Some challenges for software testing research (invited talk paper). ISSTA (2019)
Federica Sarro, Alessio Petrozziello
Linear Programming as a Baseline for Software Effort Estimation. ACM Trans. Softw. Eng. Methodol. 27 (3) (2018)
Federica Sarro, Kalyanmoy Deb, Marouane Kessentini
Symposium on Search Based Software Engineering Special Section. Inf. Softw. Technol. 95 (2018)
Federica Sarro, Marouane Kessentini, Kalyanmoy Deb
Guest Editorial Special Issue on Search-Based Software Engineering. IEEE Trans. Evol. Comput. 22 (3) (2018)
Federica Sarro, Mark Harman, Yue Jia, Yuanyuan Zhang
Customer Rating Reactions Can Be Predicted Purely using App Features. RE (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Federica Sarro