6 citations · 8 across the 4 of their papers we have counts for
4 papers
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
Guojun Liang, Prayag Tiwari, Slawomir Nowaczyk +1
Exploring the missing values is an essential but challenging issue due to the complex latent spatio-temporal correlation and dynamic nature of time series. Owing to the outstanding…
Data Analytics for Improving Energy Efficiency in Short Sea Shipping
Mohamed Abuella, Hadi Fanaee, M. Amine Atou +3
To meet the urgent requirements for the climate change mitigation, several proactive measures of energy efficiency have been implemented in maritime industry. Many of these practic…
Spatial Clustering Approach for Vessel Path Identification
Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk +2
This paper addresses the challenge of identifying the paths for vessels with operating routes of repetitive paths, partially repetitive paths, and new paths. We propose a spatial c…
Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping
Mohamed Abuella, Hadi Fanaee, Slawomir Nowaczyk +2
Several approaches have been developed for improving the ship energy efficiency, thereby reducing operating costs and ensuring compliance with climate change mitigation regulations…