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Results
Found 23 publication records. Showing 23 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Sasu Mäkinen, Henrik Skogström, Eero Laaksonen, Tommi Mikkonen |
Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help? ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 109-112, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Petra Heck, Gerard Schouten |
Lessons Learned from Educating AI Engineers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 47-50, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Luigi Lavazza, Sandro Morasca |
Understanding and Modeling AI-Intensive System Development. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 55-61, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Sophia J. Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura G. VidalMata, Ankit Agrawal 0002, Md Nafee Al Islam, Walter J. Scheirer, Jane Cleland-Huang |
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 113-120, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Tinghui Ouyang, Vicent Sanz Marco, Yoshinao Isobe, Hideki Asoh, Yutaka Oiwa, Yoshiki Seo |
Corner Case Data Description and Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 19-26, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Hergys Rexha, Sébastien Lafond |
Data Collection and Utilization Framework for Edge AI Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 105-108, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Grace A. Lewis, Stephany Bellomo, Ipek Ozkaya |
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 133-140, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Hans-Martin Heyn, Eric Knauss, Amna Pir Muhammad, Olof Eriksson, Jennifer Linder, Padmini Subbiah, Shameer Kumar Pradhan, Sagar Tungal |
Requirement Engineering Challenges for AI-intense Systems Development. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 89-96, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Matteo Camilli, Michael Felderer, Andrea Giusti, Dominik T. Matt, Anna Perini, Barbara Russo, Angelo Susi |
Towards Risk Modeling for Collaborative AI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 51-54, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Miroslaw Staron, Helena Odenstedt Hergés, Silvana Naredi, Linda Block, Ali El-Merhi, Richard Vithal, Mikael Elam |
Robust Machine Learning in Critical Care - Software Engineering and Medical Perspectives. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 62-69, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Akriti Chadda, Kelly Song, Raman Chandrasekar, Ian Gorton |
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 141-144, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino |
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 129-132, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Roger Creus Castanyer, Silverio Martínez-Fernández, Xavier Franch |
Integration of Convolutional Neural Networks in Mobile Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 27-34, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Yuanhao Xie, Luis Cruz 0002, Petra Heck, Jan S. Rellermeyer |
Systematic Mapping Study on the Machine Learning Lifecycle. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 70-73, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | |
1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021 ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![IEEE, 978-1-6654-4470-5 The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Juha-Pekka Joutsenlahti, Timo Lehtonen, Mikko Raatikainen, Elina Kettunen, Tommi Mikkonen |
Challenges and Governance Solutions for Data Science Services based on Open Data and APIs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 43-46, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Bart van Oort, Luis Cruz 0002, Maurício Aniche, Arie van Deursen |
The Prevalence of Code Smells in Machine Learning projects. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 35-42, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Qunying Song, Emelie Engström, Per Runeson |
Concepts in Testing of Autonomous Systems: Academic Literature and Industry Practice. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 74-81, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen |
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 82-88, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Milan Unger |
Data acquisition and the implications of machine learning in the development of a Clinical Decision Support system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 101-104, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Henry Muccini, Karthik Vaidhyanathan |
Software Architecture for ML-based Systems: What Exists and What Lies Ahead. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 121-128, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser 0001 |
Practices for Engineering Trustworthy Machine Learning Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 97-100, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Armin Catovic, Carolyn Cartwright, Yasmin Tesfaldet Gebreyesus, Simone Ferlin |
Linnaeus: A highly reusable and adaptable ML based log classification pipeline. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WAIN@ICSE ![In: 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021, pp. 11-18, 2021, IEEE, 978-1-6654-4470-5. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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