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
📘Conference : International Conference on Information Systems and Computer Networks (ISCON)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Learning #Link_Prediction #Problem #survey
👍2
📑 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
📘journal: Data Science and Engineering (I.F=4.52)
🗓Publish year: 2022
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Survey
👍2
📄 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
📘journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Learning #Extracting #Graph #Features #Link_Prediction #review
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📑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
📘journal: ChaosI.F=3.436)
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #COVID_19 #link_prediction #Clustering
👍3
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
📘journal: Journal of Network and Computer Applications (I.F=8.7)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Applications #link_prediction #review
📄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
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Classification #Link_Prediction #GNN #Survey
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📄Temporal Link Prediction: A Unified Framework, Taxonomy, and Review
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Review #Graph #Link_Prediction
🗓Publish year: 2023
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Review #Graph #Link_Prediction
🔥3👍1
📄A Review of Link Prediction Applications in Network Biology
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Application #Biology #review
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Application #Biology #review
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📄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
📘 Journal: Journal of Artificial Intelligence & Data Mining
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Bibliometric #review
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📃 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
🗓 Publish year: 2023
🧑💻Authors: Ahmad F. Al Musawi, Satyaki Roy, Preetam Ghosh
🏢Universities: Virginia Commonwealth University, University of Alabama in Huntsville
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📲Channel: @ComplexNetworkAnalysis
#review #Network_Biology #Link_Prediction
👍5❤3👏1
📃 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
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📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #GNN #Recommender_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
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
📕MSc thesis from University of Lisbon, Portugal
🗓Publish year: 2024
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #gene_disease #Link_prediction
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🎓Ensemble approaches for Link Prediction
📕MSc thesis from The University in Stuttgart, Germany
🗓Publish year: 2024
📎 Study thesis
⚡️Channel: @ComplexNetworkAnalysis
#thesis #link_prediction
📕MSc thesis from The University in Stuttgart, Germany
🗓Publish year: 2024
📎 Study thesis
⚡️Channel: @ComplexNetworkAnalysis
#thesis #link_prediction
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🎞 Link Prediction with GraphSage explained | step-by-step
🎥 Watch
⚡️Channel: @ComplexNetworkAnalysis
#video #link_prediction #gnn
🎥 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…
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…
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
🗓 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
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📃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
🗓 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
📃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
📕 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
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📃 Survey of Graph Neural Network Methods for Dynamic Link Prediction
🗓 Publish year: 2025
🧑💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada
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⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #link_prediction
🗓 Publish year: 2025
🧑💻Authors: Nahid Abdolrahmanpour Holagh, Ziad Kobti
🏢University: University of Windsor, Canada
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⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #link_prediction
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📃 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
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⚡️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
📃 A Survey of Link Prediction in Temporal Networks
🗓 Publish year: 2025
🧑💻Authors: Jiafeng Xiong, Ahmad Zareie and Rizos Sakellariou
🏢Universities: University of Manchester & University of Sheffield, UK
📎 Study paper
⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #temporal
🗓 Publish year: 2025
🧑💻Authors: Jiafeng Xiong, Ahmad Zareie and Rizos Sakellariou
🏢Universities: University of Manchester & University of Sheffield, UK
📎 Study paper
⚡️Channel: @ComplexNetworkAnalysis
#review #link_prediction #temporal
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