Yiran Wang, José Antonio Hernández López, Ulf Nilsson, and Dániel Varró. 2024.
Using Run-time Information to Enhance Static Analysis of Machine Learning Code in Notebooks.
In Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering (FSE Companion ’24),
July 15–19, 2024, Ipojuca (Pernambuco), Brazil. ACM, New York, NY, USA, 5 pages.
[doi: 10.1145/3663529.3663785]
Y. Wang, W. Meijer, J. A. Hernandez Lopez, U. Nilsson and D. Varro,
Why do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks,
in IEEE Transactions on Software Engineering.
[doi: 10.1109/TSE.2025.3574500]