@inproceedings{kula2024context,

title = {Context-Aware Automated Sprint Plan Generation for Agile Software Development},

author = {E. Kula and A. Deursen and G. Gousios},

doi = {10.1145/3691620.3695540},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering},

note = {ACM SIGSOFT Distinguished Paper Award},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siachamis2024evaluating,

title = {Evaluating stream processing autoscalers},

author = {G. Siachamis and G. Christodoulou and K. Psarakis and M. Fragkoulis and A. Deursen and A. Katsifodimos},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kapel2024difficulty,

title = {On the Difficulty of Identifying Incident-Inducing Changes},

author = {E. Kapel and L. Cruz and D. Spinellis and A. Deursen},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{poenaru2024anomaly,

title = {Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World},

author = {L. Poenaru-Olaru and N. Karpova and L. Cruz and J. S. Rellermeyer and A. Deursen},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering-Software Engineering for AI},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siachamis2024checkmate,

title = {CheckMate: Evaluating Checkpointing Protocols for Streaming Dataflows},

author = {G. Siachamis and K. Psarakis and M. Fragkoulis and A. Deursen and P. Carbone and A. Katsifodimos},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {IEEE 40th International Conference on Data Engineering (ICDE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kapel2024enhancing,

title = {Enhancing Incident Management: Insights from a Case Study at ING},

author = {E. Kapel and L. Cruz and D. Spinellis and A. Deursen},

doi = {10.1145/3643665.3648048},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 1st IEEE/ACM Workshop on Software Engineering Challenges in Financial Firms (FinanSE)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salimzadeh2024decisiontime,

title = {“DecisionTime”: A Configurable Framework for Reproducible Human-AI Decision-Making Studies},

author = {S. Salimzadeh and U. Gadiraju},

doi = {10.1145/3631700.3664885},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salimzadeh2024doubt,

title = {When in Doubt! Understanding the Role of Task Characteristics on Peer Decision-Making with AI Assistance},

author = {S. Salimzadeh and U. Gadiraju},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salimzadeh2024uncertainty,

title = {Dealing with Uncertainty: Understanding the Impact of Prognostic Versus Diagnostic Tasks on Trust and Reliance in Human-AI Decision Making},

author = {S. Salimzadeh and G. He and U. Gadiraju},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{altmeyer2024faithful,

title = {Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals},

author = {P. Altmeyer and M. Farmanbar and A. Deursen and C. C. S. Liem},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{poenaru2023retrain,

title = {Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques},

author = {L. Poenaru-Olaru and J. Sallou and L. Cruz and J. S. Rellermeyer and A. Deursen},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{poenaru2023maintaining,

title = {Maintaining and Monitoring AIOps Models Against Concept Drift},

author = {L. Poenaru-Olaru and L. Cruz and J. S. Rellermeyer and A. Deursen},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kapel2023incident,

title = {Incident Prevention Through Reliable Changes Deployment},

author = {E. Kapel},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {IEEE/ACM 45th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{altmeyer2023endogenous,

title = {Endogenous Macrodynamics in Algorithmic Recourse},

author = {P. Altmeyer and G. Angela and A. Buszydlik and K. Dobiczek and A. Deursen and C. C. S. Liem},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salimzadeh2023missing,

title = {A Missing Piece in the Puzzle: Considering the Role of Task Complexity in Human-AI Decision Making},

author = {S. Salimzadeh and G. He and U. Gadiraju},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siachamis2023evaluating,

title = {Towards Evaluating Stream Processing Autoscalers},

author = {G. Siachamis and J. Kanis and W. Koper and K. Psarakis and M. Fragkoulis and A. Deursen and A. Katsifodimos},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siachamis2023adaptive,

title = {Adaptive distributed streaming similarity joins},

author = {G. Siachamis and K. Psarakis and M. Fragkoulis and O. Papapetrou and A. Deursen and A. Katsifodimos},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{petrescu2023log,

title = {Log parsing evaluation in the era of modern software systems},

author = {S. Petrescu and F. Den Hengst and A. Uta and J. S. Rellermeyer},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{applis2023searching,

title = {Searching for Quality: Genetic Algorithms and Metamorphic Testing for Software Engineering ML},

author = {L. Applis and A. Panichella and R. Marang},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{applis2023hasbugs,

title = {HasBugs-Handpicked Haskell Bugs},

author = {L. Applis and A. Panichella},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kula2023dynamic,

title = {Dynamic Prediction of Delays in Software Projects Using Delay Patterns and Bayesian Modeling},

author = {E. Kula and E. Greuter and A. Deursen and G. Gousios},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{poenaru2022concept,

title = {Are Concept Drift Detectors Reliable Alarming Systems? A Comparative Study},

author = {L. Poenaru-Olaru and L. Cruz and A. Deursen and J. S. Rellermeyer},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {IEEE International Conference on Big Data},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chuang2022removing,

title = {Removing dependencies from large software projects: are you really sure?},

author = {C. C. Chuang and L. Cruz and R. Van Dalen and V. Mikovski and A. Deursen},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zhang2022code,

title = {Code smells for machine learning applications},

author = {H. Zhang and L. Cruz and A. Deursen},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of the 1st international conference on AI engineering: software engineering for AI (CAIN)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{altmeyer2022explaining,

title = {Explaining Black-Box Models through Counterfactuals},

author = {P. Altmeyer and A. Deursen and C. C. S. Liem},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of JuliaCon},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{denhengst2022reinforcement,

title = {Reinforcement Learning with Option Machines},

author = {F. Hengst and V. François-Lavet and M. Hoogendoorn and F. Harmelen},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {International Joint Conference on Artificial Intelligence},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vanoort2022experiences,

title = {Experiences in Analysing the Software Quality of ML Projects with mllint},

author = {B. Oort and L. Cruz and B. Loni and A. Deursen},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {44th International Conference on Software Engineering (ICSE 2022), Software Engineering in Practice (SEIP)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{siachamis2021integrating,

title = {Integrating Massive Data Streams},

author = {G. Siachamis and G. J. P. M. Houben and A. Deursen and A. Katsifodimos},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the VLDB 2021 PhD Workshop},

volume = {2971},

series = {CEUR Workshop Proceedings},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{salimzadeh2021impact,

title = {The Impact of Entity Cards on Learning-Oriented Search Tasks},

author = {S. Salimzadeh and D. Maxwell and C. Hauff},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR)},

note = {Honorable Mention for Best Student Paper; Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kula2021modeling,

title = {Modeling Team Dynamics for the Characterization and Prediction of Delays in User Stories},

author = {E. Kula and A. Deursen and G. Gousios},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the IEEE/ACM International Conference on Automated Software Engineering},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vanderleij2021data,

title = {Data-Driven Extract Method Recommendations: A Study at ING},

author = {D. Leij and J. Binda and R. Dalen and P. Vallen and Y. Luo and M. Aniche},

doi = {10.1145/3468264.3473927},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{koutras2021valentine,

title = {Valentine: Evaluating Matching Techniques for Dataset Discovery},

author = {C. Koutras and G. Siachamis and A. Ionescu and K. Psarakis and J. Brons and M. Fragkoulis and C. Lofi and A. Bonifati and A. Katsifodimos},

doi = {10.1109/ICDE51399.2021.00047},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {37th IEEE International Conference on Data Engineering (ICDE)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vanoort2021prevalence,

title = {The Prevalence of Code Smells in Machine Learning projects},

author = {B. Oort and L. Cruz and M. Aniche and A. Deursen},

doi = {10.1109/WAIN52551.2021.00011},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {WAIN’21 - 1st Workshop on AI Engineering – Software Engineering for AI},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{xie2021systematic,

title = {Systematic Mapping Study on the Machine Learning Lifecycle},

author = {Y. Xie and L. Cruz and P. Heck and J. S. Rellermeyer},

doi = {10.1109/WAIN52551.2021.00017},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {WAIN’21 - 1st Workshop on AI Engineering – Software Engineering for AI},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{applis2021assessing,

title = {Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations},

author = {L. Applis and A. Panichella and A. Deursen},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the IEEE/ACM International Conference on Automated Software Engineering (ASE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{huijgens2020questions,

title = {Questions for Data Scientists in Software Engineering: A Replication},

author = {H. Huijgens and A. Rastogi and E. Mulders and G. Gousios and A. Deursen},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {Proceedings of the 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/SIGSOFT FSE)},

pages = {568–579},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{denhengst2019reinforcement,

title = {Reinforcement Learning for Personalized Dialogue Management},

author = {F. Hengst and M. Hoogendoorn and F. Harmelen and J. Bosman},

doi = {10.1145/3350546.3352501},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {IEEE/WIC/ACM International Conference on Web Intelligence (WI 2019)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kula2019releasing,

title = {Releasing Fast and Slow: An Exploratory Case Study at ING},

author = {E. Kula and A. Rastogi and H. Huijgens and A. Deursen and G. Gousios},

doi = {10.1145/3338906.3338978},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{huijgens2019factors,

title = {Factors Affecting Cloud Infra-Service Development Lead Times: A Case Study at ING},

author = {H. Huijgens and E. Greuter and J. Brons and E. A. Doorn and I. Papadopoulos and F. M. Martinez and M. Aniche and O. Visser and A. Deursen},

doi = {10.1145/3338906.3338978},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {Proceedings of the ACM/IEEE International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP)},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{huijgens2018software,

title = {Software Analytics in Continuous Delivery: A Case Study on Success Factors},

author = {H. Huijgens and D. Spadini and D. Stevens and N. Visser and A. Deursen},

doi = {10.1145/3239235.3240505},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {ESEM ’18: Proceedings of the 12th International Symposium on Empirical Software Engineering and Measurement},

note = {Preprint},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}