Concepedia
Statistics
Publications
4
Citations
425
H-Index
Active since
2022
Affiliations
Karlstad University(Current)
Czech Technical University in Prague
Deggendorf Institute of Technology
Firas Bayram is an author at Karlstad University specializing in predictive analytics, computer science, and computer engineering.
Top concepts
Smart GridEngineeringForecastingData ScienceComputer ScienceMachine LearningEnergy ManagementSystems EngineeringComputer EngineeringPredictive Analytics
Publications per year
2022–2023
From concept drift to model degradation: An overview on performance-aware drift detectors
Firas Bayram, Bestoun S. Ahmed, Andreas Kassler · Knowledge-Based Systems · 2022 · 315 citations · Full text
DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks
Firas Bayram, Phil Aupke, Bestoun S. Ahmed et al. · Engineering Applications of Artificial Intelligence · 2023 · 64 citations · Full text
Engineering, Machine Learning, Interval Load Forecasting +21
A systematic mapping study of source code representation for deep learning in software engineering
Peter Samoaa, Firas Bayram, Pasquale Salza et al. · IET Software · 2022 · 24 citations · Full text
AIDA—A holistic AI-driven networking and processing framework for industrial IoT applications
Hamza Chahed, Muhammad Usman, Ayan Chatterjee et al. · Internet of Things · 2023 · 22 citations · Full text
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