Shelernaz Azimi

13 papers C 4Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Anomaly analytics in data-driven machine learning applications.
Int. J. Data Sci. Anal.
Shelernaz Azimi, Claus Pahl
2022 C conf
A Quality-driven Machine Learning Governance Architecture for Self-adaptive Edge Clouds.
CLOSER
Claus Pahl, Shelernaz Azimi, Hamid R. Barzegar, Nabil El Ioini
2022 J jnl
The Impact of Data Completeness and Correctness on Explainable Machine Learning Models.
J. Data Intell.
Shelernaz Azimi, Claus Pahl
2021 — conf
AI Quality Engineering for Machine Learning Based IoT Data Processing.
CLOSER (Selected Papers)
Shelernaz Azimi, Claus Pahl
2021 J jnl
Constructing Dependable Data-Driven Software With Machine Learning.
IEEE Softw.
Claus Pahl, Shelernaz Azimi
2021 C conf
Continuous Data Quality Management for Machine Learning based Data-as-a-Service Architectures.
CLOSER
Shelernaz Azimi, Claus Pahl
2021 — conf
The Effect of IoT Data Completeness and Correctness on Explainable Machine Learning Models.
DEXA (2)
Shelernaz Azimi, Claus Pahl
2020 C conf
A Fuzzy Controller for Self-adaptive Lightweight Edge Container Orchestration.
CLOSER
Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl
2020 — conf
A Layered Quality Framework for Machine Learning-driven Data and Information Models.
ICEIS (1)
Shelernaz Azimi, Claus Pahl
2020 — conf
Fuzzy Container Orchestration for Self-adaptive Edge Architectures.
CLOSER (Selected Papers)
Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl
2020 C conf
Particle Swarm Optimization for Performance Management in Multi-cluster IoT Edge Architectures.
CLOSER
Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani
2020 — conf
Performance Management in Clustered Edge Architectures Using Particle Swarm Optimization.
CLOSER (Selected Papers)
Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani
2020 — conf
Root Cause Analysis and Remediation for Quality and Value Improvement in Machine Learning Driven Information Models.
ICEIS (1)
Shelernaz Azimi, Claus Pahl