🎓Network Comparison and Node Ranking in Complex Networks
📘Phd’s Thesis, in Informatics at the Universities of Minho, Aveiro and Porto Department of Computer Science, David Oliveira Aparício
🗓Publish year: 2018
📎Study Thesis
📲Channel: @ComplexNetworkAnalysis
#Thesis #Node_Ranking #Network_Comparison
📘Phd’s Thesis, in Informatics at the Universities of Minho, Aveiro and Porto Department of Computer Science, David Oliveira Aparício
🗓Publish year: 2018
📎Study Thesis
📲Channel: @ComplexNetworkAnalysis
#Thesis #Node_Ranking #Network_Comparison
📄A Mini Review of Node Centrality Metrics in Biological Networks
📘Journal: International Journal of Network Dynamics and Intelligence
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #node_centrality #biological_network
📘Journal: International Journal of Network Dynamics and Intelligence
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #node_centrality #biological_network
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2020_A_survey_on_network_node_ranking_algorithms_Representative.pdf
793.4 KB
📄A survey on network node ranking algorithms: Representative methods, extensions, and applications
📘journal: Science China Technological Sciences(I.F= 4.6)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #network #node #ranking #algorithms #Representative #methods #extensions #applications #survey
📘journal: Science China Technological Sciences(I.F= 4.6)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #network #node #ranking #algorithms #Representative #methods #extensions #applications #survey
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📄A Mini Review of Node Centrality Metrics in Biological Networks
📘journal: International Journal of Network Dynamics and Intelligence (IJNDI)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Node_Centrality #Metrics #Biological_Network #Mini_Review
📘journal: International Journal of Network Dynamics and Intelligence (IJNDI)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Node_Centrality #Metrics #Biological_Network #Mini_Review
🎞 Machine Learning with Graphs - Node Embeddings
💥SDML is partnering with Houston Machine Learning on a series about machine learning with graphs.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Machine_Learning #Graph #Node_Embedding
💥SDML is partnering with Houston Machine Learning on a series about machine learning with graphs.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Machine_Learning #Graph #Node_Embedding
YouTube
Machine Learning with Graphs - Node Embeddings
SDML is partnering with Houston Machine Learning on a series about machine learning with graphs. The content will be mainly based on the Stanford course: http://web.stanford.edu/class/cs224w/
Series schedule:
Introduction; Machine Learning for Graphs
Traditional…
Series schedule:
Introduction; Machine Learning for Graphs
Traditional…
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🎞 Graph Neural Networks with Missing Node Features
💥Free recorded tutorial by Emanuele Rossi
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Node #Feature
💥Free recorded tutorial by Emanuele Rossi
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Node #Feature
YouTube
Graph Neural Networks with Missing Node Features | Emanuele Rossi
Join the Learning on Graphs and Geometry Reading Group:
https://hannes-stark.com/logag-reading-group
Paper “On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs with Missing Node Features”: https://arxiv.org/abs/2111.12128
Abstract: While…
https://hannes-stark.com/logag-reading-group
Paper “On the Unreasonable Effectiveness of Feature Propagation in Learning on Graphs with Missing Node Features”: https://arxiv.org/abs/2111.12128
Abstract: While…
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📃Introducing New Node Prediction in Graph Mining:
Predicting All Links from Isolated Nodes with Graph
Neural Networks
🗓 Publish year: 2024
🧑💻Authors: Damiano Zanardinia, Emilio Serrano
🏢Universities: Departamento de Inteligencia Artificial, ETSI Inform´aticos, Universidad Polit´ecnica de Madrid, 28660 Boadilla del Monte, Madrid, Spain
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Node #prediction #Isolated
Predicting All Links from Isolated Nodes with Graph
Neural Networks
🗓 Publish year: 2024
🧑💻Authors: Damiano Zanardinia, Emilio Serrano
🏢Universities: Departamento de Inteligencia Artificial, ETSI Inform´aticos, Universidad Polit´ecnica de Madrid, 28660 Boadilla del Monte, Madrid, Spain
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Node #prediction #Isolated
📃Understanding When and Why Graph Attention Mechanisms Work via Node Classification
🗓Publish year: 2024
🧑💻Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
🏢University: Northwestern Polytechnical University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiaotong University
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#Paper #GAT #Attention #node_classification
🗓Publish year: 2024
🧑💻Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
🏢University: Northwestern Polytechnical University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiaotong University
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#Paper #GAT #Attention #node_classification
🎞 Node centrality metric and link analysis
💥Social Network Analysis Lecture 3
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Node #centerality #link
💥Social Network Analysis Lecture 3
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Node #centerality #link
YouTube
Social Network Analysis Lecture 3. Node centrality metric and link analysis.
A Comprehensive Survey on Node Classification Methods, Applications, and Challenges: From Traditional Approaches to
Graph Neural Network and Beyond
🗓 Publish year: 2025
🧑💻Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
🏢University: Indian Institute of Technology (IIT), India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #node #classification
Graph Neural Network and Beyond
🗓 Publish year: 2025
🧑💻Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
🏢University: Indian Institute of Technology (IIT), India
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #node #classification