Erik Hallin

According to our database, Erik Hallin authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin

J. Syst. Softw., 2024

2023

DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023

2022

Testing of machine learning models with limited samples: an industrial vacuum pumping application.

Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Quality Assurance in MLOps Setting: An Industrial Perspective.

Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 1st International Workshop on Intelligent Software Engineering co-located with 29th Asia-Pacific Software Engineering Conference (APSEC 2022), 2022