Bayram, Firas

1. From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors
   2022/03/21 by Firas Bayram, Bayram, Firas, Bestoun S. Ahmed +3 · 17 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks
   2023/05/15 by Firas Bayram, Phil Aupke, Bayram, Firas +9 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management
3. DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications
   2023/03/27 by Firas Bayram, Bestoun S. Ahmed, Bayram, Firas +5 · 2 citations
   Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Towards Trustworthy Machine Learning in Production: An Overview of the Robustness in MLOps Approach
   2024/10/28 by Firas Bayram, Bayram, Firas, Bestoun S. Ahmed +1 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning