University of Kent

Zhongtian Sun

Dr Zhongtian Sun is a Lecturer in the School of Computing at the University of Kent, specialising in Artificial Intelligence (AI) and Machine Learning (ML). Dr Sun is Mila Quebec AI Institute AI ...
PNAS

Strategy evolution on temporal hypergraphs

Spatial structure is a fundamental mechanism for the evolution of cooperation. However, many studies consider only unchanging contact networks where individuals interact in pairs. Although real ...
IEEE

Indeterminacy-Driven Trade-Off in Reinforcement Learning on Neutrosophic Fuzzy Hypergraphs for Explainable Item Recommendation With Path-Compliant Rewards

Abstract: This paper presents a novel recommendation system designed to effectively suggest products to users by leveraging a neutrosophic fuzzy hypergraph structure, where users are represented as ...
Frontiers

Hypergraph patterns and collaboration structure

Humans collaborate in different contexts such as in creative or scientific projects, in workplaces and in sports. Depending on the project and external circumstances, a newly formed collaboration may ...
PNAS

Hyperedge prediction and the statistical mechanisms of higher-order and lower-order interactions in complex networks

Complex networked systems are influenced by interactions between multiple elements, known as hyperedges. Researchers have used inference methodologies to understand hypergraph structure, assuming that ...