Graph neural networks for network analysis

Graph neural networks for network analysis

<p>With an increasing number of applications where data can be represented as graphs, graph neural networks (GNNs) are a useful tool to apply deep learning to graph data. Signed and directed networks are important forms of networks that are linked to many real-world problems, such as ranking f...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	He, Y
مؤلفون آخرون:	Dong, X
التنسيق:	أطروحة
اللغة:	English
منشور في:	2024
الموضوعات:	Neural networks (computer science) Deep learning (machine learning) Machine learning Graph theory Social sciences > network analysis

مواد مشابهة

JGNN: Graph Neural Networks on native Java
حسب: Emmanouil Krasanakis, وآخرون
منشور في: (2023-07-01)

Auto-GNN: Neural architecture search of graph neural networks
حسب: Kaixiong Zhou, وآخرون
منشور في: (2022-11-01)

FloodGNN-GRU: a spatio-temporal graph neural network for flood prediction
حسب: Arnold Kazadi, وآخرون
منشور في: (2024-01-01)

Graph neural networks with a distribution of parametrized graphs
حسب: Lee, See Hian, وآخرون
منشور في: (2024)

p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks
حسب: Emmanouil Krasanakis, وآخرون
منشور في: (2022-01-01)

Improved Lipophilicity and Aqueous Solubility Prediction with Composite Graph Neural Networks
حسب: Oliver Wieder, وآخرون
منشور في: (2021-10-01)

GNNGLY: Graph Neural Networks for Glycan Classification
حسب: Alhasan Alkuhlani, وآخرون
منشور في: (2023-01-01)

reg-sgc: An open-source software for regularized Simple Graph Convolution
حسب: Patrick Pho, وآخرون
منشور في: (2023-02-01)

Understanding approximation for Bayesian inference in neural networks
حسب: Farquhar, S
منشور في: (2022)

Survey on graph embeddings and their applications to machine learning problems on graphs
حسب: Ilya Makarov, وآخرون
منشور في: (2021-02-01)

A graph neural network simulation of dispersed systems
حسب: Aref Hashemi, وآخرون
منشور في: (2025-01-01)

A Review of Graph Neural Networks and Their Applications in Power Systems
حسب: Wenlong Liao, وآخرون
منشور في: (2022-01-01)

Towards effective graph representations by leveraging geometric concepts
حسب: Lee, See Hian
منشور في: (2024)

Neural Networks and Deep Learning : A Textbook /
حسب: Aggarwal, Charu C., author 275428
منشور في: (2018)

Graph neural networks: A review of methods and applications
حسب: Jie Zhou, وآخرون
منشور في: (2020-01-01)

Graph-Informed Neural Networks for Regressions on Graph-Structured Data
حسب: Stefano Berrone, وآخرون
منشور في: (2022-03-01)

Graph neural network and machine learning analysis of functional neuroimaging for understanding schizophrenia
حسب: Gayathri Sunil, وآخرون
منشور في: (2024-01-01)

Graph neural differential equation networks for improved representation learning and robustness
حسب: Zhao, Kai
منشور في: (2025)

Application of graph neural networks to predict explosion-induced transient flow
حسب: Ginevra Covoni, وآخرون
منشور في: (2024-09-01)

Inductive inference of gene regulatory network using supervised and semi-supervised graph neural networks
حسب: Juexin Wang, وآخرون
منشور في: (2020-01-01)

The Impact of Global Structural Information in Graph Neural Networks Applications
حسب: Davide Buffelli, وآخرون
منشور في: (2022-01-01)

Graph neural networks and cross-protocol analysis for detecting malicious IP addresses
حسب: Yonghong Huang, وآخرون
منشور في: (2022-09-01)

Neural networks and statistical learning /
حسب: Du, Ke-Lin, author, وآخرون
منشور في: (2014)

GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing
حسب: Niccolò Pancino, وآخرون
منشور في: (2022-06-01)

Enhancement of fault detection at transmitter optical subassembly process using artificial neural network /
حسب: Anurag Das, 1991- author 633745, وآخرون
منشور في: (2018)

Investigating graph neural networks and classical feature-extraction techniques in activity-cliff and molecular property prediction
حسب: Dablander, MF
منشور في: (2023)

Graph Neural Networks: A Bibliometric Mapping of the Research Landscape and Applications
حسب: Annielle Mendes Brito da Silva, وآخرون
منشور في: (2024-10-01)

Quantum computing and quantum neural networks: their foundation, optimisation, and application
حسب: Pointing, J
منشور في: (2024)

Understanding convolutional neural networks
حسب: Fong, R
منشور في: (2020)

Scalable algorithms for physics-informed neural and graph networks
حسب: Khemraj Shukla, وآخرون
منشور في: (2022-01-01)

Bioactivity classification of anti aids compounds using neural network and and support vector machine : a comparison /
حسب: 405154 Rahayu A. Hamid
منشور في: (2005)

CayleyNets : graph convolutional neural networks with complex rational spectral filters
حسب: Levie, Ron, وآخرون
منشور في: (2020)

Universality of Büchi Automata: Analysis With Graph Neural Networks
حسب: Christophe Stammet, وآخرون
منشور في: (2023-01-01)

Bioactivity classification of anti aids compounds using neural network and and support vector machine [compact disc] : a comparison /
حسب: 405154 Rahayu A. Hamid
منشور في: (2005)

A Comprehensive Survey of Graph Neural Networks for Knowledge Graphs
حسب: Zi Ye, وآخرون
منشور في: (2022-01-01)

Deep learning for graph structured data
حسب: Dwivedi Vijay Prakash
منشور في: (2024)

An Efficient Optimization Technique for Training Deep Neural Networks
حسب: Faisal Mehmood, وآخرون
منشور في: (2023-03-01)

Harnessing Graph Neural Networks to Predict International Trade Flows
حسب: Bassem Sellami, وآخرون
منشور في: (2024-06-01)

A Novel Graph Neural Network Methodology to Investigate Dihydroorotate Dehydrogenase Inhibitors in Small Cell Lung Cancer
حسب: Hong-Yi Zhi, وآخرون
منشور في: (2021-03-01)

Survey on Graph Neural Networks
حسب: Georgios Gkarmpounis, وآخرون
منشور في: (2024-01-01)