Results 11 to 20 of about 366,766 (262)
Adaptive Propagation Graph Convolutional Networks Based on Attention Mechanism
Information, 2022 The main steps in a graph neural network are message propagation and aggregation between nodes. Message propagation allows messages from distant nodes in the graph to be transmitted to the central node, while feature aggregation allows the central node ...
Chenfang Zhang, Yong Gan, Ruisen Yang
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IEEE Access, 2021 Graph Neural Networks (GNNs) have been applied in many fields of semi-supervised node classification for non-Euclidean data. However, some GNNs cannot make good use of positive information brought by nodes which are far away from each central node for ...
Kehao Wang +7 more
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Real Quadratic-Form-Based Graph Pooling for Graph Neural Networks
Machine Learning and Knowledge Extraction, 2022 Graph neural networks (GNNs) have developed rapidly in recent years because they can work over non-Euclidean data and possess promising prediction power in many real-word applications.
Youfa Liu, Guo Chen
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Local Graph Point Attention Network in Point Cloud Segmentation
IEEE Access, 2023 Exploiting global factors and embedding them directly into local graphs in point clouds are challenging due to dense points and irregular structure. To accomplish this goal, we propose a novel end-to-end trainable graph attention network that extracts ...
Anh-Thuan Tran +3 more
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On matching number, decomposition and representation of well-formed graph
Electronic Journal of Graph Theory and Applications, 2023 In this paper, we find a special type of non-traceable cubic bridge graph called well-formed graph whose central fragment is isomorphic to a hairy cycle and whose branches are pairwise isomorphic.
Alex Ralph Baisa Nieva, Karen P. Nocum
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On central trees of a graph [PDF]
, 1981 The concept of central trees of a graph has attracted our attention in relation to electrical network theory. Until now, however, only a few properties of central trees have been clarified. In this paper, in connection with the critical sets of the edge set of a graph, some new theorems on central trees of the graph are presented.
Shoji Shinoda, Tatsuya Kawamoto
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Centrality-constrained graph embedding [PDF]
2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013 Submitted to ICASSP May ...
Brian Baingana, Georgios B. Giannakis
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Attachment Centrality for Weighted Graphs [PDF]
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017 Measuring how central nodes are in terms of connecting a network has recently received increasing attention in the literature. While a few dedicated centrality measures have been proposed, Skibski et al. [2016] showed that the Attachment Centrality is the only one that satisfies certain natural axioms desirable for connectivity.
Sosnowska, Jadwiga, Skibski, Oskar
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ACHROMATIC COLORING OF QUADRILATERAL SNAKES
Journal of Amasya University the Institute of Sciences and Technology, 2021 The Main objective of this article is to discuss achromatic coloring and to investigate the achromatic number of the central graph of quadrilateral snake, double quadrilateral snake, triple quadrilateral snake, k-quadrilateral snake, alternate ...
Yashwant Panwar, Akhlak Mansurı
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Commuting Conjugacy Class Graph of G when G / Z(G)~=D2n [PDF]
Mathematics Interdisciplinary Research, 2020 Suppose G is a finite non-abelian group and Γ(G) is a simple graph with the non-central conjugacy classes of G as its vertex set. Two different noncentral conjugacy classes C and B are assumed to be adjacent in Γ(G) if and only if there are elements a ...
Mohammad Ali Salahshour
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