🎥 Graph Classification: Step-by-step in action
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #classification #graph
YouTube
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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
👍3🔥1
📄 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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
👍3
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
📎 Study the paper
📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
🗓Publish year: 2025
🧑💻Authors: Payam Zohari & Mostafa Haghir Chehreghani
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Iran
📎 Study the paper
📲Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
🔥1
📄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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #critical_node
👍4
👍3
📹 Mastering Network Analysis with igraph
🎞 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #python #igraph
🎞 Watch
⚡️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
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #fake_account
🗓 Publish year: 2025
🧑💻Authors: Ali Safarpoor Dehkordi & AhadN.Zehmakan
🏢University: The Australian National University, Australia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #fake_account
🔥1
📄Introduction to correlation networks: Interdisciplinary approaches beyond thresholding
🗓 Publish year: 2025
🧑💻Authors: Naoki Masuda, Zachary M. Boyd, Diego Garlaschelli,...
🏢University: State University of New York at Buffalo & Brigham Young University & Dartmouth College, USA - Leiden University, The Netherlands
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #correlation
🗓 Publish year: 2025
🧑💻Authors: Naoki Masuda, Zachary M. Boyd, Diego Garlaschelli,...
🏢University: State University of New York at Buffalo & Brigham Young University & Dartmouth College, USA - Leiden University, The Netherlands
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#reviw #correlation
❤2👍2
📃 A Systematic Taxonomy of Neural Network Architectures: Principles, Trade-offs, and Future
Directions
🗓 Publish year: 2025
🧑💻Authors: Sowad Rahman, Raisha Rafa
🏢Universities: BRAC University & University of Dhaka, Bangladesh
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #gnn
Directions
🗓 Publish year: 2025
🧑💻Authors: Sowad Rahman, Raisha Rafa
🏢Universities: BRAC University & University of Dhaka, Bangladesh
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #gnn
👍4❤1