22 citations · 26 across the 3 of their papers we have counts for
4 papers
Energy consumption forecasting using a stacked nonparametric Bayesian approach
Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O Neil +2
In this paper, the process of forecasting household energy consumption is studied within the framework of the nonparametric Gaussian Process (GP), using multiple short time series…
Traffic signal control optimization under severe incident conditions using Genetic Algorithm
Tuo Mao, Adriana-Simona Mihaita, Chen Cai
Traffic control optimization is a challenging task for various traffic centres in the world and majority of approaches focus only on applying adaptive methods under normal (recurre…
Trip Table Estimation and Prediction for Dynamic Traffic Assignment Applications
Sajjad Shafiei, Adriana-Simona Mihaita, Chen Cai
The study focuses on estimating and predicting time-varying origin to destination (OD) trip tables for a dynamic traffic assignment (DTA) model. A bi-level optimisation problem is…
Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting
Adriana-Simona Mihaita, Zheyuan Liu, Chen Cai +1
Predicting traffic incident duration is a major challenge for many traffic centres around the world. Most research studies focus on predicting the incident duration on motorways ra…