- Vali Tawosi
, Federica Sarro
, Alessio Petrozziello, Mark Harman:
Multi-Objective Software Effort Estimation: A Replication Study. IEEE Trans. Software Eng. 48(8): 3185-3205 (2022) - Jie M. Zhang
, Mark Harman, Lei Ma
, Yang Liu
:
Machine Learning Testing: Survey, Landscapes and Horizons. IEEE Trans. Software Eng. 48(2): 1-36 (2022) - Baptiste Rozière, Jie Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample:
Leveraging Automated Unit Tests for Unsupervised Code Translation. ICLR 2022 - Mark Harman:
Scaling Genetic Improvement and Automated Program Repair. APR@ICSE 2022: 1-7 - Zeyu Sun, Jie M. Zhang, Yingfei Xiong, Mark Harman, Mike Papadakis, Lu Zhang:
Improving Machine Translation Systems via Isotopic Replacement. ICSE 2022: 1181-1192 - Maxime Cordy, Renaud Rwemalika, Adriano Franci, Mike Papadakis, Mark Harman:
FlakiMe: Laboratory-Controlled Test Flakiness Impact Assessment. ICSE 2022: 982-994 - Mark Harman, Heather Miller:
Message from the SEIP Chairs of ICSE 2022. ICSE (SEIP) 2022: xiv - Ke Mao, Timotej Kapus, Lambros Petrou, Ákos Hajdu
, Matteo Marescotti, Andreas Löscher, Mark Harman, Dino Distefano:
FAUSTA: Scaling Dynamic Analysis with Traffic Generation at WhatsApp. ICST 2022: 267-278 - 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: 1122-1134 - Zhenpeng Chen, Jie M. Zhang, Federica Sarro
, Mark Harman:
A Comprehensive Empirical Study of Bias Mitigation Methods for Software Fairness. CoRR abs/2207.03277 (2022) - Max Hort, Zhenpeng Chen, Jie M. Zhang, Federica Sarro
, Mark Harman:
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey. CoRR abs/2207.07068 (2022) - Zhenpeng Chen, Jie M. Zhang, Max Hort, Federica Sarro
, Mark Harman:
Fairness Testing: A Comprehensive Survey and Analysis of Trends. CoRR abs/2207.10223 (2022) - Milos Ojdanic, Mike Papadakis, Mark Harman:
Keeping Mutation Test Suites Consistent and Relevant with Long-Standing Mutants. CoRR abs/2212.11762 (2022) - 2021
- Youcong Ni, Xin Du, Peng Ye, Leandro L. Minku
, Xin Yao, Mark Harman, Ruliang Xiao:
Multi-objective software performance optimisation at the architecture level using randomised search rules. Inf. Softw. Technol. 135: 106565 (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): 300-319 (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): 2143-2161 (2021) - Gunel Jahangirova
, David Clark
, Mark Harman, Paolo Tonella
:
An Empirical Validation of Oracle Improvement. IEEE Trans. Software Eng. 47(8): 1708-1728 (2021) - Matheus Paixão
, Jens Krinke
, DongGyun Han
, Chaiyong Ragkhitwetsagul
, Mark Harman:
The Impact of Code Review on Architectural Changes. IEEE Trans. Software Eng. 47(5): 1041-1059 (2021) - Huayao Wu
, Changhai Nie, Justyna Petke
, Yue Jia, Mark Harman:
Comparative Analysis of Constraint Handling Techniques for Constrained Combinatorial Testing. IEEE Trans. Software Eng. 47(11): 2549-2562 (2021) - Jie M. Zhang
, Feng Li
, Dan Hao
, Meng Wang
, Hao Tang, Lu Zhang, Mark Harman:
A Study of Bug Resolution Characteristics in Popular Programming Languages. IEEE Trans. Software Eng. 47(12): 2684-2697 (2021) - John Ahlgren, Kinga Bojarczuk, Sophia Drossopoulou, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Maria Lomeli, Simon M. M. Lucas, Erik Meijer, Steve Omohundro, Rubmary Rojas, Silvia Sapora, Norm Zhou:
Facebook's Cyber-Cyber and Cyber-Physical Digital Twins. EASE 2021: 1-9 - Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme:
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. EMNLP (1) 2021: 1950-1967 - Kinga Bojarczuk, Natalija Gucevska, Simon M. M. Lucas, Inna Dvortsova, Mark Harman, Erik Meijer, Silvia Sapora, Johann George, Maria Lomeli, Rubmary Rojas:
Measurement Challenges for Cyber Cyber Digital Twins: Experiences from the Deployment of Facebook's WW Simulation System. ESEM 2021: 2:1-2:10 - John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Maria Lomeli, Erik Meijer, Silvia Sapora, Justin Spahr-Summers:
Testing Web Enabled Simulation at Scale Using Metamorphic Testing. ICSE (SEIP) 2021: 140-149 - Giovani Guizzo
, Justyna Petke
, Federica Sarro
, Mark Harman:
Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE 2021: 1323-1333 - Giovani Guizzo
, Justyna Petke
, Federica Sarro
, Mark Harman:
Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection. ICSE (Companion Volume) 2021: 220 - Wei Ma, Thierry Titcheu Chekam, Mike Papadakis
, Mark Harman:
MuDelta: Delta-Oriented Mutation Testing at Commit Time. ICSE 2021: 897-909 - Jie M. Zhang
, Mark Harman:
"Ignorance and Prejudice" in Software Fairness. ICSE 2021: 1436-1447 - Sergey Knyazev, Daniel Novikov, Mark Grinshpon, Harman Singh
, Ram Ayyala, Varuni Sarwal, Roya Hosseini
, Pelin Icer Baykal, Pavel Skums, Ellsworth Campbell, Serghei Mangul, Alex Zelikovsky:
A Novel Network Representation of SARS-CoV-2 Sequencing Data. ISBRA 2021: 165-175 - Helen Harman
, Elizabeth I. Sklar
:
A Practical Application of Market-Based Mechanisms for Allocating Harvesting Tasks. PAAMS 2021: 114-126