Forwarded from Bioinformatics
YouTube
Metabolic Networks
A metabolic network in a biological cell system represents the complex web of biochemical reactions through which cells convert nutrients into energy and essential biomolecules. These networks, composed of enzymes, metabolites, and pathways, are categorized…
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
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⚡️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
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⚡️Channel: @ComplexNetworkAnalysis
#review #node #classification
📄 A survey on information diffusion and competitive influence maximization in social networks
📔 Journal: Social Network Analysis and Mining (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
🏢Universities: Panjab University & Central University of Haryana & NITTTR , India
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⚡️Channel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
📔 Journal: Social Network Analysis and Mining (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
🏢Universities: Panjab University & Central University of Haryana & NITTTR , India
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⚡️Channel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
🎥 Graph Classification: Step-by-step in action
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⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
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⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
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04 - Graph Classification | step-by-step
0:00 Data preparation
8:50 GNN with GCN
22:00 GNN with SageConv
In this video, we’ll be exploring the implementation of graph classification models using SAGEConv and GCN.
We'll be working with the GIN dataset, which includes 1113 graphs spread across 2…
8:50 GNN with GCN
22:00 GNN with SageConv
In this video, we’ll be exploring the implementation of graph classification models using SAGEConv and GCN.
We'll be working with the GIN dataset, which includes 1113 graphs spread across 2…
📃 State of the Art of Graph Visualization in non-Euclidean Spaces
📕 Journal: Computer Graphics Forum (I.F.=2.9)
🗓 Publish year: 2025
🧑💻Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
🏢Universities: University of Arizona, Tucson, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
📕 Journal: Computer Graphics Forum (I.F.=2.9)
🗓 Publish year: 2025
🧑💻Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
🏢Universities: University of Arizona, Tucson, USA
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⚡️Channel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
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📄 Community Detection Methods Based on Exploiting Attributes and Interactions on Social Networks: A Survey and Future Directions
📗 Journal: Vietnam Journal of Computer Science (I.F.=1.1)
🗓 Publish year: 2025
🧑💻Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
🏢Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
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⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
📗 Journal: Vietnam Journal of Computer Science (I.F.=1.1)
🗓 Publish year: 2025
🧑💻Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
🏢Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
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⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
👍2
Forwarded from Bioinformatics
📃 Graph Neural Networks in Multi-Omics Cancer Research: A Structured Survey
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
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📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
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📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
📄In-depth survey: deep learning in recommender systems—exploring prediction and ranking models, datasets, feature analysis, and emerging trends
📘 Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
📘 Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
📑 Critical Nodes Identification in Complex Networks: A Survey
🗓 Publish year: 2025
🧑💻Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
🏢University: Southeast University & University of Science and Technology of China, China
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⚡️Channel: @ComplexNetworkAnalysis
#reviw #critical_node
🗓 Publish year: 2025
🧑💻Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
🏢University: Southeast University & University of Science and Technology of China, China
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⚡️Channel: @ComplexNetworkAnalysis
#reviw #critical_node
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📹 Mastering Network Analysis with igraph
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⚡️Channel: @ComplexNetworkAnalysis
#video #python #igraph
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⚡️Channel: @ComplexNetworkAnalysis
#video #python #igraph
YouTube
Mastering Network Analysis with igraph | Full Tutorial + Hands-On | Network Science | IIT Bhilai
In this comprehensive video, we dive deep into igraph, one of the most powerful open-source libraries for network analysis and visualization.
This is a full-fledged tutorial created as part of the Network Science course at IIT Bhilai (2025). We cover both…
This is a full-fledged tutorial created as part of the Network Science course at IIT Bhilai (2025). We cover both…
📃 Graph-based Fake Account Detection: A Survey
🗓 Publish year: 2025
🧑💻Authors: Ali Safarpoor Dehkordi & AhadN.Zehmakan
🏢University: The Australian National University, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#reviw #fake_account
🗓 Publish year: 2025
🧑💻Authors: Ali Safarpoor Dehkordi & AhadN.Zehmakan
🏢University: The Australian National University, Australia
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⚡️Channel: @ComplexNetworkAnalysis
#reviw #fake_account
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