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@inproceedings{DBLP:conf/cain/00010XLX024,
author = {Qinghua Lu and
Liming Zhu and
Xiwei Xu and
Yue Liu and
Zhenchang Xing and
Jon Whittle},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {A Taxonomy of Foundation Model based Systems through the Lens of Software
Architecture},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {1--6},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644956},
doi = {10.1145/3644815.3644956},
timestamp = {Mon, 24 Jun 2024 15:20:25 +0200},
biburl = {https://dblp.org/rec/conf/cain/00010XLX024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/0001SRSSM24,
author = {Gustavo Pinto and
Cleidson R. B. de Souza and
Thayssa A. da Rocha and
Igor Steinmacher and
Alberto de Souza and
Edward Monteiro},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Developer Experiences with a Contextualized {AI} Coding Assistant:
Usability, Expectations, and Outcomes},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {81--91},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644949},
doi = {10.1145/3644815.3644949},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/0001SRSSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/0004MML24,
author = {Francisco Dur{\'{a}}n and
Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
Matias Martinez and
Patricia Lago},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Identifying Architectural Design Decisions for Achieving Green {ML}
Serving},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {18--23},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644962},
doi = {10.1145/3644815.3644962},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/0004MML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Abdelkader0BSRV24,
author = {Hala Abdelkader and
Mohamed Abdelrazek and
Scott Barnett and
Jean{-}Guy Schneider and
Priya Rani and
Rajesh Vasa},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {ML-On-Rails: Safeguarding Machine Learning Models in Software Systems
- {A} Case Study},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {178--183},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644958},
doi = {10.1145/3644815.3644958},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Abdelkader0BSRV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/AlizadehC24,
author = {Negar Alizadeh and
Fernando Castor},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Green {AI:} a Preliminary Empirical Study on Energy Consumption in
{DL} Models Across Different Runtime Infrastructures},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {134--139},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644967},
doi = {10.1145/3644815.3644967},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/AlizadehC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/BaldassarreGKR24,
author = {Maria Teresa Baldassarre and
Domenico Gigante and
Marcos Kalinowski and
Azzurra Ragone},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {{POLARIS:} {A} Framework to Guide the Development of Trustworthy {AI}
Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {200--210},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644947},
doi = {10.1145/3644815.3644947},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/BaldassarreGKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/BarnettKTB024,
author = {Scott Barnett and
Stefanus Kurniawan and
Srikanth Thudumu and
Zach Brannelly and
Mohamed Abdelrazek},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Seven Failure Points When Engineering a Retrieval Augmented Generation
System},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {194--199},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644945},
doi = {10.1145/3644815.3644945},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/BarnettKTB024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/BuregioPC24,
author = {Vanilson Bur{\'{e}}gio and
Iverson Pereira and
Henrique Cabral},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Innovating Translation: Lessons Learned from {BWX} Generative Language
Engine},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {98--99},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644969},
doi = {10.1145/3644815.3644969},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/BuregioPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/CabralKBVE024,
author = {Raphael Cabral and
Marcos Kalinowski and
Maria Teresa Baldassarre and
Hugo Villamizar and
Tatiana Escovedo and
H{\'{e}}lio Lopes},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Investigating the Impact of {SOLID} Design Principles on Machine Learning
Code Understanding},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {7--17},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644957},
doi = {10.1145/3644815.3644957},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/CabralKBVE024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Chihani24,
author = {Zakaria Chihani},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Trustworthy {AI:} Industry-Guided Tooling of the Methods},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {245--246},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644970},
doi = {10.1145/3644815.3644970},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Chihani24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/GhahfarokhiJAKK24,
author = {Mojtaba Mostafavi Ghahfarokhi and
Hamed Jahantigh and
Alireza Asadi and
Sepehr Kianiangolafshani and
Ashkan Khademian and
Abbas Heydarnoori},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {A Roadmap for Enriching Jupyter Notebooks Documentation with Kaggle
Data},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {271--272},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644984},
doi = {10.1145/3644815.3644984},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/GhahfarokhiJAKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/GhahfarokhiKKAJ24,
author = {Mojtaba Mostafavi Ghahfarokhi and
Ashkan Khademian and
Sepehr Kianiangolafshani and
Alireza Asadi and
Hamed Jahantigh and
Abbas Heydarnoori},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Beyond Syntax: Unleashing the Power of Computational Notebooks Code
Metrics in Documentation Generation},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {278--279},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644979},
doi = {10.1145/3644815.3644979},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/GhahfarokhiKKAJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/HashimotoY24,
author = {Junji Hashimoto and
Nobukazu Yoshioka},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {A Domain Specific Language for Specification of Risk-oriented Object
Detection Requirements},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {267--268},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644980},
doi = {10.1145/3644815.3644980},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/HashimotoY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Heck24,
author = {Petra Heck},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {What About the Data? {A} Mapping Study on Data Engineering for {AI}
Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {43--52},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644954},
doi = {10.1145/3644815.3644954},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Heck24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/HollenderXT24,
author = {Martin Hollender and
Chaojun Xu and
Ruomu Tan},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Engineering Challenges in Industrial {AI}},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {41--42},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644968},
doi = {10.1145/3644815.3644968},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/HollenderXT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/HusenRCWTYF24,
author = {Jati H. Husen and
Jomphon Runpakprakun and
Sun Chang and
Hironori Washizaki and
Hnin Thandar Tun and
Nobukazu Yoshioka and
Yoshiaki Fukazawa},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Evaluation of The Generality of Multi-view Modeling Framework for
{ML} Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {284--285},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644986},
doi = {10.1145/3644815.3644986},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/HusenRCWTYF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/HusomSG24,
author = {Erik Johannes Husom and
Sagar Sen and
Arda Goknil},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Engineering Carbon Emission-aware Machine Learning Pipelines},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {118--128},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644943},
doi = {10.1145/3644815.3644943},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/HusomSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Indykov24,
author = {Vladislav Indykov},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Component-based Approach to Software Engineering of Machine Learning-enabled
Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {250--252},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644976},
doi = {10.1145/3644815.3644976},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Indykov24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Jedrzejewski24,
author = {Felix Viktor Jedrzejewski},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Threat Modeling of ML-intensive Systems: Research Proposal},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {264--266},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644975},
doi = {10.1145/3644815.3644975},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Jedrzejewski24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/KannanBSS024,
author = {Jai Kannan and
Scott Barnett and
Anj Simmons and
Taylan Selvi and
Luis Cruz},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Green Runner: {A} Tool for Efficient Deep Learning Component Selection},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {112--117},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644942},
doi = {10.1145/3644815.3644942},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/KannanBSS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/KhadkaC0KK24,
author = {Krishna Khadka and
Jaganmohan Chandrasekaran and
Yu Lei and
Raghu N. Kacker and
D. Richard Kuhn},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {A Combinatorial Approach to Hyperparameter Optimization},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {140--149},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644941},
doi = {10.1145/3644815.3644941},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/KhadkaC0KK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/LiS24,
author = {Ziyu Li and
Donghwan Shin},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Mutation-based Consistency Testing for Evaluating the Code Understanding
Capability of LLMs},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {150--159},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644946},
doi = {10.1145/3644815.3644946},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/LiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Ma0K24,
author = {Wanqin Ma and
Chenyang Yang and
Christian K{\"{a}}stner},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {(Why) Is My Prompt Getting Worse? Rethinking Regression Testing for
Evolving {LLM} APIs},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {166--171},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644950},
doi = {10.1145/3644815.3644950},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Ma0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/NguyenTH24,
author = {Minh{-}Tri Nguyen and
Hong Linh Truong and
Tram Truong Huu},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Novel Contract-based Runtime Explainability Framework for End-to-End
Ensemble Machine Learning Serving},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {234--244},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644964},
doi = {10.1145/3644815.3644964},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/NguyenTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/NouriDTS024,
author = {Ali Nouri and
Beatriz Cabrero Daniel and
Fredrik T{\"{o}}rner and
H{\aa}kan Sivencrona and
Christian Berger},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Welcome Your New {AI} Teammate: On Safety Analysis by Leashing Large
Language Models},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {172--177},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644953},
doi = {10.1145/3644815.3644953},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/NouriDTS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Olson24,
author = {Lauren Olson},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Custom Developer {GPT} for Ethical {AI} Solutions},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {282--283},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644987},
doi = {10.1145/3644815.3644987},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Olson24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Omar24,
author = {Rafiullah Omar},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Energy-Efficient Development of ML-Enabled Systems: {A} Data-Centric
Approach},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {259--263},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644974},
doi = {10.1145/3644815.3644974},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Omar24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/PachecoRRFASC0024,
author = {Lorena Barreto Simedo Pacheco and
Musfiqur Rahman and
Fazle Rabbi and
Pouya Fathollahzadeh and
Ahmad Abdellatif and
Emad Shihab and
Tse{-}Hsun (Peter) Chen and
Jinqiu Yang and
Ying Zou},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {{DVC} in Open Source ML-development: The Action and the Reaction},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {75--80},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644965},
doi = {10.1145/3644815.3644965},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/PachecoRRFASC0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/PaleyesLL24,
author = {Andrei Paleyes and
Han{-}Bo Li and
Neil D. Lawrence},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Can causality accelerate experimentation in software systems?},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {280--281},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644985},
doi = {10.1145/3644815.3644985},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/PaleyesLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Poenaru-OlaruK024,
author = {Lorena Poenaru{-}Olaru and
Natalia Karpova and
Luis Cruz and
Jan S. Rellermeyer and
Arie van Deursen},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions
to the Real World},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {222--233},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644961},
doi = {10.1145/3644815.3644961},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Poenaru-OlaruK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/RahmanSS24,
author = {Md Tajmilur Rahman and
Rahul Singh and
Mir Yousuf Sultan},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Automating Patch Set Generation from Code Reviews Using Large Language
Models},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {273--274},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644981},
doi = {10.1145/3644815.3644981},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/RahmanSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Rajenthiram24,
author = {Keerthiga Rajenthiram},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Optimizing Data Analytics Workflows through User-driven Experimentation},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {253--255},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644971},
doi = {10.1145/3644815.3644971},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Rajenthiram24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/RasoolBWKBT024,
author = {Zafaryab Rasool and
Scott Barnett and
David Willie and
Stefanus Kurniawan and
Sherwin Balugo and
Srikanth Thudumu and
Mohamed Abdelrazek},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {LLMs for Test Input Generation for Semantic Applications},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {160--165},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644948},
doi = {10.1145/3644815.3644948},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/RasoolBWKBT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/RecupitoRNP24,
author = {Gilberto Recupito and
Raimondo Rapacciuolo and
Dario Di Nucci and
Fabio Palomba},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Unmasking Data Secrets: An Empirical Investigation into Data Smells
and Their Impact on Data Quality},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {53--63},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644960},
doi = {10.1145/3644815.3644960},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/RecupitoRNP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/ReisMCL24,
author = {Gustavo Rodrigues dos Reis and
Adrian Mos and
Mario Cortes Cornax and
Cyril Labb{\'{e}}},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Data Selection Driven by Item Difficulty: On Investigating Data Efficient
Practice for Hyperparameter Search},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {275--277},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644978},
doi = {10.1145/3644815.3644978},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/ReisMCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Rey24,
author = {Santiago del Rey},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Software Design Decisions for Greener Machine Learning-based Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {256--258},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644972},
doi = {10.1145/3644815.3644972},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Rey24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/RimawiLTR24,
author = {Diaeddin Rimawi and
Antonio Liotta and
Marco Todescato and
Barbara Russo},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Modeling Resilience of Collaborative {AI} Systems},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {24--29},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644955},
doi = {10.1145/3644815.3644955},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/RimawiLTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/RonankiD024,
author = {Krishna Ronanki and
Beatriz Cabrero Daniel and
Christian Berger},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Prompt Smells: An Omen for Undesirable Generative {AI} Outputs},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {286--287},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644982},
doi = {10.1145/3644815.3644982},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/RonankiD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/TanakaIYOMY24,
author = {Hiroshi Tanaka and
Masaru Ide and
Jun Yajima and
Sachiko Onodera and
Kazuki Munakata and
Nobukazu Yoshioka},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Taxonomy of Generative {AI} Applications for Risk Assessment},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {288--289},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644977},
doi = {10.1145/3644815.3644977},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/TanakaIYOMY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Tizpaz-Niari024,
author = {Saeid Tizpaz{-}Niari and
Sriram Sankaranarayanan},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Worst-Case Convergence Time of {ML} Algorithms via Extreme Value Theory},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {211--221},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644989},
doi = {10.1145/3644815.3644989},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Tizpaz-Niari024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/TomaB24,
author = {Tajkia Rahman Toma and
Cor{-}Paul Bezemer},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {An Exploratory Study of Dataset and Model Management in Open Source
Machine Learning Applications},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {64--74},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644963},
doi = {10.1145/3644815.3644963},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/TomaB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Wagner24,
author = {Matthias Wagner},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Continuous Quality Assurance and {ML} Pipelines under the {AI} Act},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {247--249},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644973},
doi = {10.1145/3644815.3644973},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Wagner24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/WashizakiY24,
author = {Hironori Washizaki and
Nobukazu Yoshioka},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {{AI} Security Continuum: Concept and Challenges},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {269--270},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644983},
doi = {10.1145/3644815.3644983},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/WashizakiY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/WeissZSDK24,
author = {Gereon Weiss and
Marc Zeller and
Hannes Schoenhaar and
Christian Drabek and
Andreas Kreutz},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Approach for Argumenting Safety on Basis of an Operational Design
Domain},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {184--193},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644944},
doi = {10.1145/3644815.3644944},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/WeissZSDK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Wu24,
author = {Jie JW Wu},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {An Exploratory Study of V-Model in Building ML-Enabled Software: {A}
Systems Engineering Perspective},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {30--40},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644951},
doi = {10.1145/3644815.3644951},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Wu24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/Xia00LLX24,
author = {Boming Xia and
Qinghua Lu and
Liming Zhu and
Sung Une Lee and
Yue Liu and
Zhenchang Xing},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Towards a Responsible {AI} Metrics Catalogue: {A} Collection of Metrics
for {AI} Accountability},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {100--111},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644959},
doi = {10.1145/3644815.3644959},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/Xia00LLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/YuanSZCZSM24,
author = {Ye Yuan and
Jiacheng Shi and
Zongyao Zhang and
Kaiwei Chen and
Jingzhi Zhang and
Vincenzo Stoico and
Ivano Malavolta},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {The Impact of Knowledge Distillation on the Energy Consumption and
Runtime Efficiency of {NLP} Models},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {129--133},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644966},
doi = {10.1145/3644815.3644966},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/YuanSZCZSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cain/ZhangXL0HXS0024,
author = {Dawen Zhang and
Boming Xia and
Yue Liu and
Xiwei Xu and
Thong Hoang and
Zhenchang Xing and
Mark Staples and
Qinghua Lu and
Liming Zhu},
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Privacy and Copyright Protection in Generative {AI:} {A} Lifecycle
Perspective},
booktitle = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
pages = {92--97},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815.3644952},
doi = {10.1145/3644815.3644952},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/ZhangXL0HXS0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cain/2024,
editor = {Jane Cleland{-}Huang and
Jan Bosch and
Henry Muccini and
Grace A. Lewis},
title = {Proceedings of the {IEEE/ACM} 3rd International Conference on {AI}
Engineering - Software Engineering for AI, {CAIN} 2024, Lisbon, Portugal,
April 14-15, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3644815},
doi = {10.1145/3644815},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cain/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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