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You're reading from  Machine Learning Infrastructure and Best Practices for Software Engineers

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Published inJan 2024
Reading LevelIntermediate
PublisherPackt
ISBN-139781837634064
Edition1st Edition
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Miroslaw Staron
Miroslaw Staron
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Miroslaw Staron

Miroslaw Staron is a professor of Applied IT at the University of Gothenburg in Sweden with a focus on empirical software engineering, measurement, and machine learning. He is currently editor-in-chief of Information and Software Technology and co-editor of the regular Practitioner's Digest column of IEEE Software. He has authored books on automotive software architectures, software measurement, and action research. He also leads several projects in AI for software engineering and leads an AI and digitalization theme at Software Center. He has written over 200 journal and conference articles.
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References

  • Rana, R., et al. A framework for adoption of machine learning in industry for software defect prediction. In 2014 9th International Conference on Software Engineering and Applications (ICSOFT-EA). 2014. IEEE.
  • Bosch, J., H.H. Olsson, and I. Crnkovic, Engineering ai systems: A research agenda. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems, 2021: p. 1-19.
  • Giray, G., A software engineering perspective on engineering machine learning systems: State of the art and challenges. Journal of Systems and Software, 2021. 180: p. 111031.
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Machine Learning Infrastructure and Best Practices for Software Engineers
Published in: Jan 2024Publisher: PacktISBN-13: 9781837634064

Author (1)

author image
Miroslaw Staron

Miroslaw Staron is a professor of Applied IT at the University of Gothenburg in Sweden with a focus on empirical software engineering, measurement, and machine learning. He is currently editor-in-chief of Information and Software Technology and co-editor of the regular Practitioner's Digest column of IEEE Software. He has authored books on automotive software architectures, software measurement, and action research. He also leads several projects in AI for software engineering and leads an AI and digitalization theme at Software Center. He has written over 200 journal and conference articles.
Read more about Miroslaw Staron