Results 151 to 160 of about 56,162 (272)
Hypergraph-Mlp: Learning on Hypergraphs Without Message Passing
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Hypergraphs are vital in modelling data with higher-order relations containing more than two entities, gaining prominence in machine learning and signal processing. Many hypergraph neural networks leverage message passing over hypergraph structures to enhance node representation learning, yielding impressive performances in tasks like hypergraph node ...
Tang, B, Chen, S, Dong, X
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Multimodal Emotion Recognition in Conversation Based on Hypergraphs [PDF]
, 2023 Jiaze Li +3 more
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Minimum-Weight Edge Discriminators in Hypergraphs [PDF]
, 2014 Bhaswar B. Bhattacharya +2 more
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Connected components in networks with higher-order interactions
Journal of Physics: ComplexityWe address the problem of defining connected components in hypergraphs, which are models for systems with higher-order interactions. For graphs with dyadic interactions, connected components are defined in terms of paths connecting nodes along the graph.
Gyeong-Gyun Ha +2 more
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Hypergraphes de Petersen! Hypergraphes de Moore?
Discrete Mathematics, 1993 RésuméOn étudie ici des sous structures des plan projectifs finis Pg(2,n) oú n est impair. Dans ceux-ci les (n + 1)-arcs induisent une décomposition canonique.Soit E l'ensemble des points, D celui des droites, appelons X l'ensemble des points d'un (n+1)-arc.
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Extending Graph-Based LP Techniques for Enhanced Insights Into Complex Hypergraph Networks
IEEE AccessMany real-world problems can be modelled in the form of complex networks. Social networks such as research collaboration networks and facebook, biological neural networks such as human brains, biomedical networks such as drug-target interactions and ...
Y. V. Nandini +4 more
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A Note on a Broken-Cycle Theorem for Hypergraphs
Discussiones Mathematicae Graph Theory, 2014 Whitney’s Broken-cycle Theorem states the chromatic polynomial of a graph as a sum over special edge subsets.
Trinks Martin
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Entropy-based models to randomise real-world hypergraphs
Communications PhysicsNetwork theory has often disregarded many-body relationships, solely focusing on pairwise interactions: neglecting them, however, can lead to misleading representations of complex systems.
Fabio Saracco +3 more
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