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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолч:	He, Y
Бусад зохиолчид:	Dong, X
Формат:	Дипломын ажил
Хэл сонгох:	English
Хэвлэсэн:	2024
Нөхцлүүд:	Neural networks (computer science) Deep learning (machine learning) Machine learning Graph theory Social sciences > network analysis

Ижил төстэй зүйлс

JGNN: Graph Neural Networks on native Java
-н: Emmanouil Krasanakis, зэрэг
Хэвлэсэн: (2023-07-01)

Auto-GNN: Neural architecture search of graph neural networks
-н: Kaixiong Zhou, зэрэг
Хэвлэсэн: (2022-11-01)

FloodGNN-GRU: a spatio-temporal graph neural network for flood prediction
-н: Arnold Kazadi, зэрэг
Хэвлэсэн: (2024-01-01)

Graph neural networks with a distribution of parametrized graphs
-н: Lee, See Hian, зэрэг
Хэвлэсэн: (2024)

p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks
-н: Emmanouil Krasanakis, зэрэг
Хэвлэсэн: (2022-01-01)

Improved Lipophilicity and Aqueous Solubility Prediction with Composite Graph Neural Networks
-н: Oliver Wieder, зэрэг
Хэвлэсэн: (2021-10-01)

GNNGLY: Graph Neural Networks for Glycan Classification
-н: Alhasan Alkuhlani, зэрэг
Хэвлэсэн: (2023-01-01)

reg-sgc: An open-source software for regularized Simple Graph Convolution
-н: Patrick Pho, зэрэг
Хэвлэсэн: (2023-02-01)

Understanding approximation for Bayesian inference in neural networks
-н: Farquhar, S
Хэвлэсэн: (2022)

Survey on graph embeddings and their applications to machine learning problems on graphs
-н: Ilya Makarov, зэрэг
Хэвлэсэн: (2021-02-01)

A graph neural network simulation of dispersed systems
-н: Aref Hashemi, зэрэг
Хэвлэсэн: (2025-01-01)

A Review of Graph Neural Networks and Their Applications in Power Systems
-н: Wenlong Liao, зэрэг
Хэвлэсэн: (2022-01-01)

Towards effective graph representations by leveraging geometric concepts
-н: Lee, See Hian
Хэвлэсэн: (2024)

Neural Networks and Deep Learning : A Textbook /
-н: Aggarwal, Charu C., author 275428
Хэвлэсэн: (2018)

Graph neural networks: A review of methods and applications
-н: Jie Zhou, зэрэг
Хэвлэсэн: (2020-01-01)

Graph-Informed Neural Networks for Regressions on Graph-Structured Data
-н: Stefano Berrone, зэрэг
Хэвлэсэн: (2022-03-01)

Graph neural network and machine learning analysis of functional neuroimaging for understanding schizophrenia
-н: Gayathri Sunil, зэрэг
Хэвлэсэн: (2024-01-01)

Graph neural differential equation networks for improved representation learning and robustness
-н: Zhao, Kai
Хэвлэсэн: (2025)

Application of graph neural networks to predict explosion-induced transient flow
-н: Ginevra Covoni, зэрэг
Хэвлэсэн: (2024-09-01)

Inductive inference of gene regulatory network using supervised and semi-supervised graph neural networks
-н: Juexin Wang, зэрэг
Хэвлэсэн: (2020-01-01)

The Impact of Global Structural Information in Graph Neural Networks Applications
-н: Davide Buffelli, зэрэг
Хэвлэсэн: (2022-01-01)

Graph neural networks and cross-protocol analysis for detecting malicious IP addresses
-н: Yonghong Huang, зэрэг
Хэвлэсэн: (2022-09-01)

Neural networks and statistical learning /
-н: Du, Ke-Lin, author, зэрэг
Хэвлэсэн: (2014)

GNNkeras: A Keras-based library for Graph Neural Networks and homogeneous and heterogeneous graph processing
-н: Niccolò Pancino, зэрэг
Хэвлэсэн: (2022-06-01)

Enhancement of fault detection at transmitter optical subassembly process using artificial neural network /
-н: Anurag Das, 1991- author 633745, зэрэг
Хэвлэсэн: (2018)

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

Graph Neural Networks: A Bibliometric Mapping of the Research Landscape and Applications
-н: Annielle Mendes Brito da Silva, зэрэг
Хэвлэсэн: (2024-10-01)

Quantum computing and quantum neural networks: their foundation, optimisation, and application
-н: Pointing, J
Хэвлэсэн: (2024)

Understanding convolutional neural networks
-н: Fong, R
Хэвлэсэн: (2020)

Scalable algorithms for physics-informed neural and graph networks
-н: Khemraj Shukla, зэрэг
Хэвлэсэн: (2022-01-01)

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

CayleyNets : graph convolutional neural networks with complex rational spectral filters
-н: Levie, Ron, зэрэг
Хэвлэсэн: (2020)

Universality of Büchi Automata: Analysis With Graph Neural Networks
-н: Christophe Stammet, зэрэг
Хэвлэсэн: (2023-01-01)

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

A Comprehensive Survey of Graph Neural Networks for Knowledge Graphs
-н: Zi Ye, зэрэг
Хэвлэсэн: (2022-01-01)

Deep learning for graph structured data
-н: Dwivedi Vijay Prakash
Хэвлэсэн: (2024)

An Efficient Optimization Technique for Training Deep Neural Networks
-н: Faisal Mehmood, зэрэг
Хэвлэсэн: (2023-03-01)

Harnessing Graph Neural Networks to Predict International Trade Flows
-н: Bassem Sellami, зэрэг
Хэвлэсэн: (2024-06-01)

A Novel Graph Neural Network Methodology to Investigate Dihydroorotate Dehydrogenase Inhibitors in Small Cell Lung Cancer
-н: Hong-Yi Zhi, зэрэг
Хэвлэсэн: (2021-03-01)

Survey on Graph Neural Networks
-н: Georgios Gkarmpounis, зэрэг
Хэвлэсэн: (2024-01-01)