Network Analysis Resources & Updates
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Network Analysis Resources & Updates
3.06K subscribers
Network Analysis Resources & Updates
🎞 Machine learning and link prediction

💥Free recorded Tutorial by Mark Needham & Jennifer Reif

💥Machine learning uses algorithms to train software through specific examples and progressive improvements based on expected outcome

📽 Watch

📱Channel: @ComplexNetworkAnalysis

#video #Machine_learning #link_prediction
YouTube
Machine learning and link prediction by Mark Needham & Jennifer Reif
Machine learning uses algorithms to train software through specific examples and progressive improvements based on expected outcome. However, traditional data structures can fail to detect behavior without the contextual information because they lack the…
👍4
552 views
Network Analysis Resources & Updates
2023_A_Comprehensive_Survey_on_Learning_Based_Methods_for_Link_Prediction.pdf
509.7 KB
📄A Comprehensive Survey on Learning Based Methods for Link Prediction Problem

📘Conference : International Conference on Information Systems and Computer Networks (ISCON)
🗓Publish year: 2023

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Learning #Link_Prediction #Problem #survey
👍2
599 views
Network Analysis Resources & Updates
📑 Link Prediction on Complex Networks: An Experimental Survey

📘journal: Data Science and Engineering (I.F=4.52)
🗓Publish year: 2022

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Survey
👍2
622 views
Network Analysis Resources & Updates
📄 Review on Learning and Extracting Graph Features for Link Prediction

📘journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION
🗓Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Learning #Extracting #Graph #Features #Link_Prediction #review
👍1
557 views
Network Analysis Resources & Updates
📑Clustering and link prediction for mesoscopic COVID-19 transmission networks in Republic of Korea

📘journal: ChaosI.F=3.436)
🗓Publish year: 2023

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #COVID_19 #link_prediction #Clustering
👍3
552 views
Network Analysis Resources & Updates
2020_Applications_of_link_prediction_in_social_networks_A_review.pdf
2.4 MB
📄Applications of link prediction in social networks: A review

📘journal: Journal of Network and Computer Applications (I.F=8.7)
🗓Publish year: 2020

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Applications #link_prediction #review
547 views
Network Analysis Resources & Updates
📄A Survey on Graph Classification and Link Prediction based on GNN

🗓Publish year: 2023

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Classification #Link_Prediction #GNN #Survey
👍1
626 viewsedited  
Network Analysis Resources & Updates
📄Temporal Link Prediction: A Unified Framework, Taxonomy, and Review

🗓Publish year: 2023

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Review #Graph #Link_Prediction
🔥3👍1
606 viewsedited  
Network Analysis Resources & Updates
📄A Review of Link Prediction Applications in Network Biology

🗓Publish year: 2023

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Application #Biology #review
👍4
5.45K views
Network Analysis Resources & Updates
📄Link Prediction in Social Networks: A Bibliometric Analysis and Review of Literature (1987-2021)

📘 Journal: Journal of Artificial Intelligence & Data Mining
🗓Publish year: 2023

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Bibliometric #review
👍3
957 views
Network Analysis Resources & Updates
📃 A Review of Link Prediction Applications in Network Biology

🗓 Publish year: 2023
🧑‍💻Authors: Ahmad F. Al Musawi, Satyaki Roy, Preetam Ghosh
🏢Universities: Virginia Commonwealth University, University of Alabama in Huntsville

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#review #Network_Biology #Link_Prediction
👍5❤3👏1
5.36K views
Network Analysis Resources & Updates
📃 Link Prediction Using Graph Neural Networks for Recommendation Systems

📘 Journal: Procedia Computer Science
🗓 Publish year: 2023

🧑‍💻Authors: Hmaidi Safae, Lazaar Mohamed , Abdellah Chehri , El Madani El Alami Yasser , Rachid Saadane
🏢Universities: University in Rabat, Rabat, Morocco, Royal Military College of Canada

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #GNN #Recommender_Systems
👍7
943 viewsedited  
Network Analysis Resources & Updates
Forwarded from Bioinformatics
🎓Comparing link prediction and classification for Gene-Disease association discovery

📕MSc thesis from University of Lisbon, Portugal

🗓Publish year: 2024

📎 Study thesis

📲Channel: @Bioinformatics
#thesis #gene_disease #Link_prediction
❤2
862 views
Network Analysis Resources & Updates
🎓Ensemble approaches for Link Prediction

📕MSc thesis from The University in Stuttgart, Germany

🗓Publish year: 2024

📎 Study thesis

⚡️Channel: @ComplexNetworkAnalysis
#thesis #link_prediction
👍1
762 views
Network Analysis Resources & Updates
🎞 Link Prediction with GraphSage explained | step-by-step

🎥 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #link_prediction #gnn
YouTube
03 - Link Prediction with GraphSage explained | step-by-step
0:00 What is link prediction?
1:53 Preparing the graph for link prediction
15:20 GNN with SageConv
26:20 Training and Testing

In this video, we explore the exciting process of link prediction using GraphSAGE Convolution (SAGEConv).

Link prediction helps…
789 views
Network Analysis Resources & Updates
Link_Prediction_in_Social_Networks_A_Review.pdf
243.8 KB
📃Link Prediction in Social Networks: A Review

🗓 Publish year: 2024
📘Conference: 2024 International Conference on Emerging Innovations and Advanced Computing (INNOCOMP)

🧑‍💻Authors: Meghana Sreeya Veeramallu, Harshitha Reddy Mallu, Ramadasu B
🏢Universities: Chaitanya Bharathi Institute of Technology, India

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #review
👍1
807 views
Network Analysis Resources & Updates
📃Network link prediction via deep learning method: A comparative analysis with traditional methods

🗓 Publish year: 2024
📘Journal: Engineering Science and Technology, an International Journal (I.F=5.1)

🧑‍💻Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi

🏢Universities: Islamic Azad University, Qeshm Branch, Qeshm, Iran
Islamic Azad University, Tabriz Branch, Tabriz, Iran
National Yunlin University of Science and Technology, Douliou, Yunlin 64002, Taiwan
Western Caspian University, Baku, Azerbaijan
Duy Tan University, Da Nang, Viet Nam
Duy Tan University, School of Medicine and Pharmacy, Da Nang, Viet Nam
Islamic Azad University, South Tehran Branch, Tehran, Iran

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
744 views
Network Analysis Resources & Updates
📃A Review of Link Prediction Applications in Network Biology

📕 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025

🧑‍💻Authors: Ahmad F. Al Musawi; Satyaki Roy; Preetam Ghosh
🏢Universities: University of Thi-Qar, Iraq - Virginia Commonwealth University & The University of Alabama in Huntsville, USA

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #biology
👍1
689 views
Network Analysis Resources & Updates
📃 Survey of Graph Neural Network Methods for Dynamic Link Prediction

🗓 Publish year: 2025

🧑‍💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #link_prediction
👍2
688 views
Network Analysis Resources & Updates
📃 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
712 views