Shelernaz Azimi

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 12

Top Topics

Machine Learning

Continuous Data

Top Venues

CLOSER (Selected Papers)

J. Data Intell.

Publications

Claus Pahl, Shelernaz Azimi, Hamid R. Barzegar, Nabil El Ioini
A Quality-driven Machine Learning Governance Architecture for Self-adaptive Edge Clouds. CLOSER (2022)
Shelernaz Azimi, Claus Pahl
The Impact of Data Completeness and Correctness on Explainable Machine Learning Models. J. Data Intell. 3 (2) (2022)
Shelernaz Azimi, Claus Pahl
Continuous Data Quality Management for Machine Learning based Data-as-a-Service Architectures. CLOSER (2021)
Claus Pahl, Shelernaz Azimi
Constructing Dependable Data-Driven Software With Machine Learning. IEEE Softw. 38 (6) (2021)
Shelernaz Azimi, Claus Pahl
The Effect of IoT Data Completeness and Correctness on Explainable Machine Learning Models. DEXA (2) (2021)
Shelernaz Azimi, Claus Pahl
AI Quality Engineering for Machine Learning Based IoT Data Processing. CLOSER (Selected Papers) (2021)
Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl
A Fuzzy Controller for Self-adaptive Lightweight Edge Container Orchestration. CLOSER (2020)
Shelernaz Azimi, Claus Pahl
A Layered Quality Framework for Machine Learning-driven Data and Information Models. ICEIS (1) (2020)
Shelernaz Azimi, Claus Pahl
Root Cause Analysis and Remediation for Quality and Value Improvement in Machine Learning Driven Information Models. ICEIS (1) (2020)
Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani
Particle Swarm Optimization for Performance Management in Multi-cluster IoT Edge Architectures. CLOSER (2020)
Shelernaz Azimi, Claus Pahl, Mirsaeid Hosseini Shirvani
Performance Management in Clustered Edge Architectures Using Particle Swarm Optimization. CLOSER (Selected Papers) (2020)
Fabian Gand, Ilenia Fronza, Nabil El Ioini, Hamid R. Barzegar, Shelernaz Azimi, Claus Pahl
Fuzzy Container Orchestration for Self-adaptive Edge Architectures. CLOSER (Selected Papers) (2020)