21 citations · 21 across the 7 of their papers we have counts for
3 papers · 1 filter
Learning-based Probabilistic Load Forecasting with Post-hoc and In-model Uncertainty
Sarah Al-Shareeda, Gulcihan Ozdemir, Heung Seok Jeon
Smart-building load forecasters are often trained offline on dense, multivariate, high-frequency data, but deployment may provide only hourly, feature-limited inputs. Missing featu…
A Lightweight DL Model for Smart Grid Power Forecasting with Feature and Resolution Mismatch
Sarah Al-Shareeda, Gulcihan Ozdemir, Heung Seok Jeon +1
How can short-term energy consumption be accurately forecasted when sensor data is noisy, incomplete, and lacks contextual richness? This question guided our participation in the \…
Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS Digital Twin
Sarah Al-Shareeda, Yasar Celik, Bilge Bilgili +2
Creating a Digital Twin (DT) for Healthcare Intelligent Transportation Systems (HITS) is a hot research trend focusing on enhancing HITS management, particularly in emergencies whe…