Learning dynamic multimodal networks

• Main Author: ANG, Meng Kiat Gary
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Network learning; graph neural networks; time-series modeling; multimodality; design; finance; sustainability; Computer Sciences; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/etd_coll/514; https://ink.library.smu.edu.sg/context/etd_coll/article/1512/viewcontent/GPIS_AY2019_ANGMENGKIATGARY.pdf
• Institution: Singapore Management University

Capturing and modeling relationship networks consisting of entity nodes and attributes associated with these nodes is an important research topic in network or graph learning. In this dissertation, we focus on modeling an important class of networks present in many real-world domains. These networks...