| A taxonomy of software engineering challenges for machine learning systems: An empirical investigation LE Lwakatare, A Raj, J Bosch, HH Olsson, I Crnkovic Agile Processes in Software Engineering and Extreme Programming: 20th …, 2019 | 257 | 2019 |
| Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions LE Lwakatare, A Raj, I Crnkovic, J Bosch, HH Olsson Information and software technology 127, 106368, 2020 | 178 | 2020 |
| Data management challenges for deep learning A Munappy, J Bosch, HH Olsson, A Arpteg, B Brinne 2019 45th Euromicro Conference on Software Engineering and Advanced …, 2019 | 140 | 2019 |
| Modelling data pipelines A Raj, J Bosch, HH Olsson, TJ Wang 2020 46th Euromicro conference on software engineering and advanced …, 2020 | 98 | 2020 |
| From ad-hoc data analytics to dataops AR Munappy, DI Mattos, J Bosch, HH Olsson, A Dakkak Proceedings of the International Conference on Software and System Processes …, 2020 | 91 | 2020 |
| Retinal Abnormality Risk Prediction Model: A hybrid approach based on vessel characteristics and exudates M Aiswarya Raj, SA Mani Artificial Intelligence and Evolutionary Computations in Engineering Systems …, 2016 | 2 | 2016 |
| Towards Automated Detection of Data Pipeline Faults A Raj M, J Bosch, HH Olsson, TJ Wang | | 2021 |
| From Data Analytics to DataOps AD Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson ICSSP 2020, 2020 | | 2020 |
