Shelernaz Azimi

According to our database, Shelernaz Azimi authored at least 12 papers between 2020 and 2022.

Collaborative distances:

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

2022

The Impact of Data Completeness and Correctness on Explainable Machine Learning Models.

Shelernaz Azimi, Claus Pahl

J. Data Intell., 2022

A Quality-driven Machine Learning Governance Architecture for Self-adaptive Edge Clouds.

Claus Pahl, Shelernaz Azimi, Hamid R. Barzegar, Nabil El Ioini

Proceedings of the 12th International Conference on Cloud Computing and Services Science, 2022

2021

Constructing Dependable Data-Driven Software With Machine Learning.

Claus Pahl, Shelernaz Azimi

IEEE Softw., 2021

The Effect of IoT Data Completeness and Correctness on Explainable Machine Learning Models.

Shelernaz Azimi, Claus Pahl

Proceedings of the Database and Expert Systems Applications, 2021

AI Quality Engineering for Machine Learning Based IoT Data Processing.

Shelernaz Azimi, Claus Pahl

Proceedings of the Cloud Computing and Services Science - 11th International Conference, 2021

Continuous Data Quality Management for Machine Learning based Data-as-a-Service Architectures.

Shelernaz Azimi, Claus Pahl

Proceedings of the 11th International Conference on Cloud Computing and Services Science, 2021

2020

Root Cause Analysis and Remediation for Quality and Value Improvement in Machine Learning Driven Information Models.

Shelernaz Azimi, Claus Pahl

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

A Layered Quality Framework for Machine Learning-driven Data and Information Models.

Shelernaz Azimi, Claus Pahl

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Fuzzy Container Orchestration for Self-adaptive Edge Architectures.

Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl

Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020

A Fuzzy Controller for Self-adaptive Lightweight Edge Container Orchestration.

Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl

Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020

Performance Management in Clustered Edge Architectures Using Particle Swarm Optimization.

Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani

Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020

Particle Swarm Optimization for Performance Management in Multi-cluster IoT Edge Architectures.

Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani

Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020