Firas Bayram

21 papers A* 1A 1B 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
End-to-End Data Quality-Driven Framework for Machine Learning in Production Environment.
CoRR
Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2025 — —
Machine Learning in Motion: Engineering Self-Adaptive Systems.
Firas Bayram
2025 — conf
Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing.
ICSTW
Bestoun S. Ahmed, Ludwig Otto Baader, Firas Bayram, Siri Jagstedt, Peter Magnusson
2025 J jnl
Quality Assurance for LLM-RAG Systems: Empirical Insights from Tourism Application Testing.
CoRR
Bestoun S. Ahmed, Ludwig Otto Baader, Firas Bayram, Siri Jagstedt, Peter Magnusson
2025 J jnl
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach.
ACM Comput. Surv.
Firas Bayram, Bestoun S. Ahmed
2024 J jnl
Adaptive Data Quality Scoring Operations Framework using Drift-Aware Mechanism for Industrial Applications.
CoRR
Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2024 J jnl
Adaptive data quality scoring operations framework using drift-aware mechanism for industrial applications.
J. Syst. Softw.
Firas Bayram, Bestoun S. Ahmed, Erik Hallin
2024 J jnl
Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach.
CoRR
Firas Bayram, Bestoun S. Ahmed
2023 J jnl
A Domain-Region Based Evaluation of ML Performance Robustness to Covariate Shift.
CoRR
Firas Bayram, Bestoun S. Ahmed
2023 J jnl
A domain-region based evaluation of ML performance robustness to covariate shift.
Neural Comput. Appl.
Firas Bayram, Bestoun S. Ahmed
2023 J jnl
AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications.
Internet Things
Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunström, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler
2023 J jnl
DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks.
CoRR
Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
2023 J jnl
DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks.
Eng. Appl. Artif. Intell.
Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
2023 A conf
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications.
EASE
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2023 J jnl
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications.
CoRR
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022 A* conf
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes.
ASE
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022 J jnl
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes.
CoRR
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
2022 J jnl
A systematic mapping study of source code representation for deep learning in software engineering.
IET Softw.
Hazem Peter Samoaa, Firas Bayram, Pasquale Salza, Philipp Leitner
2022 J jnl
From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors.
CoRR
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
2022 J jnl
From concept drift to model degradation: An overview on performance-aware drift detectors.
Knowl. Based Syst.
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
2021 B conf
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning.
SOFSEM
Firas Bayram, Davide Garbarino, Annalisa Barla