Particle Swarm Optimization for Performance Management in Multi-Cluster IoT Edge Architectures S Azimi, C Pahl, MH Shirvani International Conference on Cloud Computing and Services Science, CLOSER, 2020 | 25 | 2020 |
A Layered Quality Framework for Machine Learning-driven Data and Information Models. S Azimi, C Pahl ICEIS (1), 579-587, 2020 | 12 | 2020 |
A fuzzy controller for self-adaptive lightweight edge container orchestration F Gand, I Fronza, N El Ioini, HR Barzegar, S Azimi, C Pahl Proceedings of the 10th International Conference on Cloud Computing and …, 2020 | 11 | 2020 |
Root cause analysis and remediation for quality and value improvement in machine learning driven information models S Azimi, C Pahl International Conference on Enterprise Information Systems 1, 656-665, 2020 | 10 | 2020 |
Constructing dependable data-driven software with machine learning C Pahl, S Azimi IEEE Software 38 (6), 88-97, 2021 | 7 | 2021 |
Continuous Data Quality Management for Machine Learning based Data-as-a-Service Architectures. S Azimi, C Pahl CLOSER, 328-335, 2021 | 6 | 2021 |
A Quality-driven Machine Learning Governance Architecture for Self-adaptive Edge Clouds. C Pahl, S Azimi, HR Barzegar, N El Ioini CLOSER, 305-312, 2022 | 5 | 2022 |
The effect of IoT data completeness and correctness on explainable machine learning models S Azimi, C Pahl International Conference on Database and Expert Systems Applications, 151-160, 2021 | 5 | 2021 |
Performance Management in Clustered Edge Architectures Using Particle swarm optimization S Azimi, C Pahl, MH Shirvani Cloud Computing and Services Science: 10th International Conference, CLOSER …, 2021 | 5 | 2021 |
The Impact of Data Completeness and Correctness on Explainable Machine Learning Models. S Azimi, C Pahl J. Data Intell. 3 (2), 218-231, 2022 | 2 | 2022 |
AI Quality Engineering for Machine Learning Based IoT Data Processing S Azimi, C Pahl International Conference on Cloud Computing and Services Science, 69-87, 2021 | | 2021 |
Fuzzy Container Orchestration for Self-adaptive Edge Architectures F Gand, I Fronza, N El Ioini, HR Barzegar, S Azimi, C Pahl Cloud Computing and Services Science: 10th International Conference, CLOSER …, 2021 | | 2021 |
Continuous Data and Model Quality Management for Machine Learning based Data-as-a-Service Architectures S Azimi, C Pahl | | |