Erik Hallin

11 papers A* 1A 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	End-to-End Data Quality-Driven Framework for Machine Learning in Production Environment. CoRR Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2024	J	`jnl`	Adaptive Data Quality Scoring Operations Framework using Drift-Aware Mechanism for Industrial Applications. CoRR Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2024	J	`jnl`	Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications. J. Syst. Softw. Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2023	A	`conf`	DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. EASE Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2023	J	`jnl`	DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. CoRR Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	A*	`conf`	A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. ASE Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	J	`jnl`	A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. CoRR Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	—	`conf`	Quality Assurance in MLOps Setting: An Industrial Perspective. ISE@APSEC Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	J	`jnl`	Quality Assurance in MLOps Setting: An Industrial Perspective. CoRR Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	J	`jnl`	Testing of Machine Learning Models with Limited Samples: An Industrial Vacuum Pumping Application. CoRR Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022	—	`conf`	Testing of machine learning models with limited samples: an industrial vacuum pumping application. ESEC/SIGSOFT FSE Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman