Firas Bayram

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 13

Top Topics

Maximum Likelihood

Industrial Processes

Top Venues

Eng. Appl. Artif. Intell.

Publications

Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas D. Theocharis, Jonas Forsman
DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks. CoRR (2023)
Firas Bayram, Bestoun S. Ahmed
A domain-region based evaluation of ML performance robustness to covariate shift. Neural Comput. Appl. 35 (24) (2023)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. CoRR (2023)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications. EASE (2023)
Firas Bayram, Bestoun S. Ahmed
A Domain-Region Based Evaluation of ML Performance Robustness to Covariate Shift. CoRR (2023)
Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunström, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler
AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications. Internet Things 22 (2023)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. ASE (2022)
Hazem Peter Samoaa, Firas Bayram, Pasquale Salza, Philipp Leitner
A systematic mapping study of source code representation for deep learning in software engineering. IET Softw. 16 (4) (2022)
Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman
A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes. CoRR (2022)
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors. CoRR (2022)
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler
From concept drift to model degradation: An overview on performance-aware drift detectors. Knowl. Based Syst. 245 (2022)
Firas Bayram, Davide Garbarino, Annalisa Barla
Predicting Tennis Match Outcomes with Network Analysis and Machine Learning. SOFSEM (2021)