🎓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: https://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.
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
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