Aly Megahed
IBM Research - Almaden(US)
Publications by Year
Research Areas
Cloud Computing and Resource Management, IoT and Edge/Fog Computing, Auction Theory and Applications, Supply Chain and Inventory Management, Big Data and Business Intelligence
Most-Cited Works
- → The class imbalance problem(2021)118 cited
- → A Recommendation System for Proactive Health Monitoring Using IoT and Wearable Technologies(2017)74 cited
- → An Optimization Approach to Services Sales Forecasting in a Multi-staged Sales Pipeline(2016)24 cited
- → Modeling Business Insights into Predictive Analytics for the Outcome of IT Service Contracts(2015)20 cited
- → Optimizing predictive precision in imbalanced datasets for actionable revenue change prediction(2020)19 cited
- → Incorporating experts’ judgment into machine learning models(2023)18 cited
- → Elasticity management for capacity planning in software as a service cloud computing(2020)18 cited
- → An Optimization Approach for Adaptive Monitoring in IoT Environments(2017)16 cited
- → Tactical supply chain planning under uncertainty with an application in the wind turbines industry(2017)16 cited
- → SLA-aware operational efficiency in AI-enabled service chains: challenges ahead(2022)15 cited