Lucy Lwakatare

Publications (6)
Projects (0)

Showing 6 publications

2021

On the experiences of adopting automated data validation in an industrial machine learning project

Lucy Lwakatare, Ellinor Range, Ivica Crnkovic et al

Proceedings - International Conference on Software Engineering, p. 248-257

Paper in proceeding

2020

DevOps for AI - Challenges in Development of AI-enabled Applications

Lucy Lwakatare, Ivica Crnkovic, Jan Bosch

2020 28th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2020

Paper in proceeding

2020

Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Lucy Lwakatare, Aiswarya Raj Munappy, Ivica Crnkovic et al

Information and Software Technology. Vol. 127

Journal article

2020

From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

Lucy Lwakatare, Ivica Crnkovic, Ellinor Rånge et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 12562 LNCS, p. 185-201

Paper in proceeding

2019

A taxonomy of software engineering challenges for machine learning systems: An empirical investigation

Lucy Lwakatare, Aiswarya Raj Munappy, Jan Bosch et al

Lecture Notes in Business Information Processing. Vol. 355, p. 227-243

Paper in proceeding

2019

Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry

Hugo Sica de Andrade, Lucy Lwakatare, Ivica Crnkovic et al

Proceedings - 45th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2019, p. 148-155

Paper in proceeding

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