Firas Bayram

According to our database, Firas Bayram authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

2024

Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin

J. Syst. Softw., 2024

Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach.

Firas Bayram, Bestoun S. Ahmed

CoRR, 2024

2023

A domain-region based evaluation of ML performance robustness to covariate shift.

Firas Bayram, Bestoun S. Ahmed

Neural Comput. Appl., August, 2023

AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications.

Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunström, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler

Internet Things, July, 2023

DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks.

Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman

Eng. Appl. Artif. Intell., 2023

DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering, 2023

2022

From concept drift to model degradation: An overview on performance-aware drift detectors.

Firas Bayram, Bestoun S. Ahmed, Andreas Kassler

Knowl. Based Syst., 2022

A systematic mapping study of source code representation for deep learning in software engineering.

Hazem Peter Samoaa, Firas Bayram, Pasquale Salza, Philipp Leitner

IET Softw., 2022

A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes.

Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

Predicting Tennis Match Outcomes with Network Analysis and Machine Learning.

Firas Bayram, Davide Garbarino, Annalisa Barla

Proceedings of the SOFSEM 2021: Theory and Practice of Computer Science, 2021