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@inproceedings{DBLP:conf/icse-wain/AbrahamCBVAISC21,
  author       = {Sophia J. Abraham and
                  Zachariah Carmichael and
                  Sreya Banerjee and
                  Rosaura G. VidalMata and
                  Ankit Agrawal and
                  Md Nafee Al Islam and
                  Walter J. Scheirer and
                  Jane Cleland{-}Huang},
  title        = {Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {113--120},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00025},
  doi          = {10.1109/WAIN52551.2021.00025},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/AbrahamCBVAISC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/CamilliFGMPRS21,
  author       = {Matteo Camilli and
                  Michael Felderer and
                  Andrea Giusti and
                  Dominik T. Matt and
                  Anna Perini and
                  Barbara Russo and
                  Angelo Susi},
  title        = {Towards Risk Modeling for Collaborative {AI}},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {51--54},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00014},
  doi          = {10.1109/WAIN52551.2021.00014},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/CamilliFGMPRS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/CastanyerMF21,
  author       = {Roger Creus Castanyer and
                  Silverio Mart{\'{\i}}nez{-}Fern{\'{a}}ndez and
                  Xavier Franch},
  title        = {Integration of Convolutional Neural Networks in Mobile Applications},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {27--34},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00010},
  doi          = {10.1109/WAIN52551.2021.00010},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/CastanyerMF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/CatovicCGF21,
  author       = {Armin Catovic and
                  Carolyn Cartwright and
                  Yasmin Tesfaldet Gebreyesus and
                  Simone Ferlin},
  title        = {Linnaeus: {A} highly reusable and adaptable {ML} based log classification
                  pipeline},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {11--18},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00008},
  doi          = {10.1109/WAIN52551.2021.00008},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/CatovicCGF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/ChaddaSCG21,
  author       = {Akriti Chadda and
                  Kelly Song and
                  Raman Chandrasekar and
                  Ian Gorton},
  title        = {Engineering an Intelligent Essay Scoring and Feedback System: An Experience
                  Report},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {141--144},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00029},
  doi          = {10.1109/WAIN52551.2021.00029},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/ChaddaSCG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/GranlundKSMM21,
  author       = {Tuomas Granlund and
                  Aleksi Kopponen and
                  Vlad Stirbu and
                  Lalli Myllyaho and
                  Tommi Mikkonen},
  title        = {MLOps Challenges in Multi-Organization Setup: Experiences from Two
                  Real-World Cases},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {82--88},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00019},
  doi          = {10.1109/WAIN52551.2021.00019},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/GranlundKSMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/HeckS21,
  author       = {Petra Heck and
                  Gerard Schouten},
  title        = {Lessons Learned from Educating {AI} Engineers},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {47--50},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00013},
  doi          = {10.1109/WAIN52551.2021.00013},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/HeckS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/HeynKMELSPT21,
  author       = {Hans{-}Martin Heyn and
                  Eric Knauss and
                  Amna Pir Muhammad and
                  Olof Eriksson and
                  Jennifer Linder and
                  Padmini Subbiah and
                  Shameer Kumar Pradhan and
                  Sagar Tungal},
  title        = {Requirement Engineering Challenges for AI-intense Systems Development},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {89--96},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00020},
  doi          = {10.1109/WAIN52551.2021.00020},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/HeynKMELSPT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/JoutsenlahtiLRK21,
  author       = {Juha{-}Pekka Joutsenlahti and
                  Timo Lehtonen and
                  Mikko Raatikainen and
                  Elina Kettunen and
                  Tommi Mikkonen},
  title        = {Challenges and Governance Solutions for Data Science Services based
                  on Open Data and APIs},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {43--46},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00012},
  doi          = {10.1109/WAIN52551.2021.00012},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/JoutsenlahtiLRK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/LanubileCQAFF21,
  author       = {Filippo Lanubile and
                  Fabio Calefato and
                  Luigi Quaranta and
                  Maddalena Amoruso and
                  Fabio Fumarola and
                  Michele Filannino},
  title        = {Towards Productizing {AI/ML} Models: An Industry Perspective from
                  Data Scientists},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {129--132},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00027},
  doi          = {10.1109/WAIN52551.2021.00027},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/LanubileCQAFF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/LavazzaM21,
  author       = {Luigi Lavazza and
                  Sandro Morasca},
  title        = {Understanding and Modeling AI-Intensive System Development},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {55--61},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00015},
  doi          = {10.1109/WAIN52551.2021.00015},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/LavazzaM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/LewisBO21,
  author       = {Grace A. Lewis and
                  Stephany Bellomo and
                  Ipek Ozkaya},
  title        = {Characterizing and Detecting Mismatch in Machine-Learning-Enabled
                  Systems},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {133--140},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00028},
  doi          = {10.1109/WAIN52551.2021.00028},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/LewisBO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/MakinenSLM21,
  author       = {Sasu M{\"{a}}kinen and
                  Henrik Skogstr{\"{o}}m and
                  Eero Laaksonen and
                  Tommi Mikkonen},
  title        = {Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can
                  MLOps Help?},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {109--112},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00024},
  doi          = {10.1109/WAIN52551.2021.00024},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/MakinenSLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/MucciniV21,
  author       = {Henry Muccini and
                  Karthik Vaidhyanathan},
  title        = {Software Architecture for ML-based Systems: What Exists and What Lies
                  Ahead},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {121--128},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00026},
  doi          = {10.1109/WAIN52551.2021.00026},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/MucciniV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/OortCAD21,
  author       = {Bart van Oort and
                  Luis Cruz and
                  Maur{\'{\i}}cio Aniche and
                  Arie van Deursen},
  title        = {The Prevalence of Code Smells in Machine Learning projects},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {35--42},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00011},
  doi          = {10.1109/WAIN52551.2021.00011},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/OortCAD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/OuyangMIAOS21,
  author       = {Tinghui Ouyang and
                  Vicent Sanz Marco and
                  Yoshinao Isobe and
                  Hideki Asoh and
                  Yutaka Oiwa and
                  Yoshiki Seo},
  title        = {Corner Case Data Description and Detection},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {19--26},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00009},
  doi          = {10.1109/WAIN52551.2021.00009},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/OuyangMIAOS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/RexhaL21,
  author       = {Hergys Rexha and
                  S{\'{e}}bastien Lafond},
  title        = {Data Collection and Utilization Framework for Edge {AI} Applications},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {105--108},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00023},
  doi          = {10.1109/WAIN52551.2021.00023},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/RexhaL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/SerbanBHV21,
  author       = {Alex Serban and
                  Koen van der Blom and
                  Holger H. Hoos and
                  Joost Visser},
  title        = {Practices for Engineering Trustworthy Machine Learning Applications},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {97--100},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00021},
  doi          = {10.1109/WAIN52551.2021.00021},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/SerbanBHV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/SongER21,
  author       = {Qunying Song and
                  Emelie Engstr{\"{o}}m and
                  Per Runeson},
  title        = {Concepts in Testing of Autonomous Systems: Academic Literature and
                  Industry Practice},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {74--81},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00018},
  doi          = {10.1109/WAIN52551.2021.00018},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/SongER21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/StaronHNBEVE21,
  author       = {Miroslaw Staron and
                  Helena Odenstedt Herg{\'{e}}s and
                  Silvana Naredi and
                  Linda Block and
                  Ali El{-}Merhi and
                  Richard Vithal and
                  Mikael Elam},
  title        = {Robust Machine Learning in Critical Care - Software Engineering and
                  Medical Perspectives},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {62--69},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00016},
  doi          = {10.1109/WAIN52551.2021.00016},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/StaronHNBEVE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/Unger21,
  author       = {Milan Unger},
  title        = {Data acquisition and the implications of machine learning in the development
                  of a Clinical Decision Support system},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {101--104},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00022},
  doi          = {10.1109/WAIN52551.2021.00022},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/Unger21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icse-wain/XieCHR21,
  author       = {Yuanhao Xie and
                  Luis Cruz and
                  Petra Heck and
                  Jan S. Rellermeyer},
  title        = {Systematic Mapping Study on the Machine Learning Lifecycle},
  booktitle    = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  pages        = {70--73},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021.00017},
  doi          = {10.1109/WAIN52551.2021.00017},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icse-wain/XieCHR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/icse-wain/2021,
  title        = {1st {IEEE/ACM} Workshop on {AI} Engineering - Software Engineering
                  for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/WAIN52551.2021},
  doi          = {10.1109/WAIN52551.2021},
  isbn         = {978-1-6654-4470-5},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse-wain/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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