Export Citations
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
- tutorialFebruary 2024
Graph Time-series Modeling in Deep Learning: A Survey
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 18, Issue 5Article No.: 119, Pages 1–35https://doi.org/10.1145/3638534Time-series and graphs have been extensively studied for their ubiquitous existence in numerous domains. Both topics have been separately explored in the field of deep learning. For time-series modeling, recurrent neural networks or convolutional neural ...
- research-articleAugust 2022
Tracing the spatial‐temporal evolution dynamics of air traffic systems using graph theories
International Journal of Intelligent Systems (IJIS), Volume 37, Issue 10October 2022, Pages 8021–8045https://doi.org/10.1002/int.22927AbstractAir traffic systems are of great significance to our society. However, air traffic systems are extremely complicated since an air traffic system encompasses many components which could evolve over time. It is therefore challenging to analyze the ...