Results 31 to 40 of about 2,166 (199)
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting
, 2021 While Graph Neural Networks (GNNs) have achieved remarkable results in a variety of applications, recent studies exposed important shortcomings in their ability to capture the structure of the underlying graph. It has been shown that the expressive power
Frasca, Fabrizio +3 more
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Graph Isomorphic Networks for Assessing Reliability of the Medium-Voltage Grid
CoRR, 2023 Ensuring electricity grid reliability becomes increasingly challenging with the shift towards renewable energy and declining conventional capacities. Distribution System Operators (DSOs) aim to achieve grid reliability by verifying the n-1 principle, ensuring continuous operation in case of component failure.
Charlotte Cambier van Nooten +5 more
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Fault line selection algorithm for distribution networks based on AdapGL‐GIN network
IET Generation, Transmission & Distribution, 2023 When a grounding fault occurs in the distribution network with distributed generation, the network topology becomes intricate, making it challenging to extract fault characteristics, resulting in a decrease in the precision of fault discrimination.
Tong Lu, Sizu Hou, Yan Xu
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Remarks on the Reachability Graphs of Petri Nets
Моделирование и анализ информационных систем, 2022 The question is considered - which graphs are isomorphic to the reachability graphs of Petri nets. Reachability graphs, or sets of achievable states, represent sets of all possible different network states resulting from a given initial state s0 by a ...
Yuriy Anatol’yevich Belov
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Total Minimal Dominating Signed Graph [PDF]
, 2010 Cartwright and Harary considered graphs in which vertices represent persons and the edges represent symmetric dyadic relations amongst persons each of which designated as being positive or negative according to whether the nature of the relationship is ...
Reddy, Siva Kota, Vijay, S.
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Argumentation Reasoning with Graph Isomorphism Networks for Reddit Conversation Analysis
International Journal of Computational Intelligence Systems, 2022 AbstractThe automated analysis of different trends in online debating forums is an interesting tool for sampling the agreement between citizens in different topics. In previous work, we have defined computational models to measure different values in these online debating forums.
Teresa Alsinet +4 more
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A (Sub)graph Isomorphism Identification Theorem
, 2022 It is generally accepted that graphs are natural representations of the relationships between items in complex systems, such as social networks, chemical compounds, and biological structures.
Mengjiao Guo (6738158)
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Planar Graphs under Pythagorean Fuzzy Environment
Mathematics, 2018 Graph theory plays a substantial role in structuring and designing many problems. A number of structural designs with crossings can be found in real world scenarios. To model the vagueness and uncertainty in graphical network problems, many extensions of
Muhammad Akram +2 more
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The (a,b)-Zagreb index of some derived networks
Journal of Taibah University for Science, 2019 There is a very wide application of mathematics in communication theory, signal processing and networking. A network is formed by nodes communicating with each other. Graph theory plays a vital role in the area of networking research. A topological index
Prosanta Sarkar +3 more
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Structural Relationship of Isomorphic Graph and its Mapping to Hamming Distance [PDF]
EPJ Web of ConferencesMapping graph isomorphism to Hamming distance enables a simple yet effective approach to quantifying structural similarity. By encoding graphs as binary adjacency vectors—flattened from the upper triangle of the adjacency matrix—structural comparisons ...
Tiwari Monika +3 more
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