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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?  |
WAIN@ICSE  |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Petra Heck, Gerard Schouten |
Lessons Learned from Educating AI Engineers. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Luigi Lavazza, Sandro Morasca |
Understanding and Modeling AI-Intensive System Development. |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Hergys Rexha, Sébastien Lafond |
Data Collection and Utilization Framework for Edge AI Applications. |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Filippo Lanubile, Fabio Calefato, Luigi Quaranta, Maddalena Amoruso, Fabio Fumarola, Michele Filannino |
Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuanhao Xie, Luis Cruz 0002, Petra Heck, Jan S. Rellermeyer |
Systematic Mapping Study on the Machine Learning Lifecycle. |
WAIN@ICSE |
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 |
WAIN@ICSE |
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. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Qunying Song, Emelie Engström, Per Runeson |
Concepts in Testing of Autonomous Systems: Academic Literature and Industry Practice. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Tuomas Granlund, Aleksi Kopponen, Vlad Stirbu, Lalli Myllyaho, Tommi Mikkonen |
MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Henry Muccini, Karthik Vaidhyanathan |
Software Architecture for ML-based Systems: What Exists and What Lies Ahead. |
WAIN@ICSE |
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. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Armin Catovic, Carolyn Cartwright, Yasmin Tesfaldet Gebreyesus, Simone Ferlin |
Linnaeus: A highly reusable and adaptable ML based log classification pipeline. |
WAIN@ICSE |
2021 |
DBLP DOI BibTeX RDF |
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