Forwarded from Bioinformatics
π Web-based graphical user interface for visualizing and analyzing chemical reaction networks
πJournal: Reaction Chemistry & Engineering (I.F.=3.4)
πPublish year: 2025
π§βπ»Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
π’Universities: Hokkaido University, Japan
π Study the paper
π¦ Code
π²Channel: @Bioinformatics
#tool #web #visualiztion #chemical
πJournal: Reaction Chemistry & Engineering (I.F.=3.4)
πPublish year: 2025
π§βπ»Authors: Akihiro Honda, Mikael Kuwahara, Yoshiki Hasukawa, ...
π’Universities: Hokkaido University, Japan
π Study the paper
π¦ Code
π²Channel: @Bioinformatics
#tool #web #visualiztion #chemical
π A Survey of Link Prediction in N-ary Knowledge Graphs
π Publish year: 2025
π§βπ»Authors: Jiyao Wei, Saiping Guan, Da Li,...
π’University: University of Chinese Academy of Sciences, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #link_prediction #n_ary #knowledge_graph
π Publish year: 2025
π§βπ»Authors: Jiyao Wei, Saiping Guan, Da Li,...
π’University: University of Chinese Academy of Sciences, China
π Study the paper
β‘οΈChannel: @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 categorizedβ¦
A Comprehensive Survey on Node Classification Methods, Applications, and Challenges: From Traditional Approaches to
Graph Neural Network and Beyond
π Publish year: 2025
π§βπ»Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
π’University: Indian Institute of Technology (IIT), India
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #node #classification
Graph Neural Network and Beyond
π Publish year: 2025
π§βπ»Authors: Aman Singh, Shahid Shafi Dar, Shubhi Bansal,...
π’University: Indian Institute of Technology (IIT), India
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #node #classification
π A survey on information diffusion and competitive influence maximization in social networks
π Journal: Social Network Analysis and Mining (I.F.=2.8)
π Publish year: 2025
π§βπ»Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
π’Universities: Panjab University & Central University of Haryana & NITTTR , India
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
π Journal: Social Network Analysis and Mining (I.F.=2.8)
π Publish year: 2025
π§βπ»Authors: Shano Solanki, Mukesh Kumar & Rakesh Kumar
π’Universities: Panjab University & Central University of Haryana & NITTTR , India
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #diffusion #influence_maximization
π₯ Graph Classification: Step-by-step in action
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #classification #graph
π Watch
β‘οΈChannel: @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, weβll 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 2β¦
8:50 GNN with GCN
22:00 GNN with SageConv
In this video, weβll 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 2β¦
π State of the Art of Graph Visualization in non-Euclidean Spaces
π Journal: Computer Graphics Forum (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
π’Universities: University of Arizona, Tucson, USA
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
π Journal: Computer Graphics Forum (I.F.=2.9)
π Publish year: 2025
π§βπ»Authors: Jacob Miller, Dhruv Bhatia and Stephen Kobourov
π’Universities: University of Arizona, Tucson, USA
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #visualization #non_Euclidean
π2π₯1
π Community Detection Methods Based on Exploiting Attributes and Interactions on Social Networks: A Survey and Future Directions
π Journal: Vietnam Journal of Computer Science (I.F.=1.1)
π Publish year: 2025
π§βπ»Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
π’Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #community_detection
π Journal: Vietnam Journal of Computer Science (I.F.=1.1)
π Publish year: 2025
π§βπ»Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
π’Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #community_detection
π2
Forwarded from Bioinformatics
π Graph Neural Networks in Multi-Omics Cancer Research: A Structured Survey
πPublish year: 2025
π§βπ»Authors: Payam Zohari & Mostafa Haghir Chehreghani
π’University: Amirkabir University of Technology (Tehran Polytechnic), Iran
π Study the paper
π²Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
πPublish year: 2025
π§βπ»Authors: Payam Zohari & Mostafa Haghir Chehreghani
π’University: Amirkabir University of Technology (Tehran Polytechnic), Iran
π Study the paper
π²Channel: @Bioinformatics
#review #cancer #multi_omics #gnn
π₯ The Fascinating World of Network Science
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #basics
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #basics
YouTube
The Fascinating World of Network Science by Dr. Rossana Mastrandrea [Friday | 20 June 2025 | 6 PM]
Curiosity Lecture 9 - The Fascinating World of Network Science
FRIDAY | 20th June 2025 | 6 PM IST
By Dr. Rossana Mastrandrea (Assistant Professor Dept. of Management, University of Turin, Italy)
About Session:
- How do things connect and interactβ¦
FRIDAY | 20th June 2025 | 6 PM IST
By Dr. Rossana Mastrandrea (Assistant Professor Dept. of Management, University of Turin, Italy)
About Session:
- How do things connect and interactβ¦
πIn-depth survey: deep learning in recommender systemsβexploring prediction and ranking models, datasets, feature analysis, and emerging trends
π Journal: Neural Computing and Applications
π Publish year: 2025
π§βπ»Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
π’University: University of Tasmania - Launceston Campus, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
π Journal: Neural Computing and Applications
π Publish year: 2025
π§βπ»Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
π’University: University of Tasmania - Launceston Campus, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
π Critical Nodes Identification in Complex Networks: A Survey
π Publish year: 2025
π§βπ»Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
π’University: Southeast University & University of Science and Technology of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#reviw #critical_node
π Publish year: 2025
π§βπ»Authors: Duxin Chen, Jiawen Chen, Xiaoyu Zhang,...
π’University: Southeast University & University of Science and Technology of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#reviw #critical_node
π4
π Graph Learning
π₯Booklet
πPublish year: 2025
π§βπ»Authors: Feng Xia, Ciyuan Peng, Jing Ren, ...
π’Universities: Federation University Australia & RMIT Universit, Australia - Jilin University & Dalian University of Technology, China
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #booklet #graph #learning
π₯Booklet
πPublish year: 2025
π§βπ»Authors: Feng Xia, Ciyuan Peng, Jing Ren, ...
π’Universities: Federation University Australia & RMIT Universit, Australia - Jilin University & Dalian University of Technology, China
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #booklet #graph #learning
π2
πΉ Mastering Network Analysis with igraph
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #python #igraph
π Watch
β‘οΈChannel: @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 bothβ¦
This is a full-fledged tutorial created as part of the Network Science course at IIT Bhilai (2025). We cover bothβ¦