Forwarded from Bioinformatics
📄 Web-based graphical user interface for visualizing and analyzing chemical reaction networks
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
📘Journal: Reaction Chemistry & Engineering (I.F.=3.4)
🗓Publish year: 2025
🧑💻Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
🏢Universities: Hokkaido University, Japan
📎 Study the paper
📦 Code
📲Channel: @Bioinformatics
#tool #web #visualiztion #chemical
📃 A Survey of Link Prediction in N-ary Knowledge Graphs
🗓 Publish year: 2025
🧑💻Authors: Jiyao Wei, Saiping Guan, Da Li,...
🏢University: University of Chinese Academy of Sciences, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
🗓 Publish year: 2025
🧑💻Authors: Jiyao Wei, Saiping Guan, Da Li,...
🏢University: University of Chinese Academy of Sciences, China
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
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
📎 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
📄 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
📎 Study the paper
⚡️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
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
🎥 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…