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Showing posts older than #1175 · Back to latest

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Post #1174 858
🎞Graph Neural Networks for Biomedical Data

💥Free recorded tutorial by Marinka Zitnik.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Biomedical
YouTube Theoretical Foundations of Graph Neural Networks Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines. Computer Laboratory Wednesday Seminar, 17 February 2021 Slide deck: https://petar-v.com/talks/GNN…
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Post #1173 1.02K
📃Disinformation detection using graph neural networks: a survey

🗓 Publish year: 2024
📘Journal: Artificial Intelligence Review (10.7)

🧑‍💻Authors: Batool Lakzaei, Mostafa Haghir Chehreghani & Alireza Bagheri
🏢University: Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Disinformation #GNN #survey
  • 👍 3
Post #1172 1.16K
🎞Theoretical Foundations of Graph Neural Networks

💥Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Theoretical_Foundations #GNN
YouTube Theoretical Foundations of Graph Neural Networks Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines. Computer Laboratory Wednesday Seminar, 17 February 2021 Slide deck: https://petar-v.com/talks/GNN…
Post #1171 1.07K
📃A Review of Visibility Graph Analysis

🗓 Publish year: 2024
📘Journal: IEEE Access (3.4)

🧑‍💻Authors: Hadis Azizi, Sadegh Sulaimany
🏢Universities: University of Kurdistan, Sanandaj, Iran

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Visibility_Graph #review
  • 👏 2
Post #1170 4.79K
📃From time-series transcriptomics to gene regulatory networks: A review on inference methods

🗓 Publish year: 2023
📘Journal: PLOS Computational Biology

🧑‍💻Authors: Malvina Marku ,Vera Pancaldi
🏢Universities: University of Toulouse III-Paul Sabatier, France

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #time_series #transcriptomics #gene #inference #review
  • 👍 3
  • ❤ 1
Post #1169 5.75K
📃Connecting the dots: Computational network analysis for disease insight and drug repurposing

🗓 Publish year: 2024
📘Journal: Current Opinion in Structural Biology (COSB) (I.F=6.1)

🧑‍💻Authors: Nicoleta Siminea, Eugen Czeizler, Victor-Bogdan Popescu, Ion Petre and Andrei Paun
🏢Universities: University of Bucharest, Romania
University of Helsinki, Finland

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Connecting #Computational #disease #drug #repurposing
Post #1166 873

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
Post #1165 1.06K
📃A Survey of Intelligent End-to-End Networking Solutions: Integrating Graph Neural Networks and Deep Reinforcement Learning Approaches

🗓 Publish year: 2024
📘Journal: Electronics (I.F=2.6)

🧑‍💻Authors: Prohim Tam ,Seyha Ros ,Inseok Song ,Seungwoo Kang andSeokhoon Kim
🏢University: Soonchunhyang University, Republic of Korea

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Intelligent #GNN #Deep #Reinforcement_Learning #survey
Post #1164 1.6K
📃Graph neural networks: a survey on the links between privacy and security

🗓 Publish year: 2024
📘Journal: Artificial Intelligence Review (I.F=10.7)

🧑‍💻Authors: Faqian Guan, Tianqing Zhu, Wanlei Zhou & Kim-Kwang Raymond Choo
🏢University: China University of Geosciences,
University of Technology Sydney,
City University of Macau, Taipei, Macau,
niversity of Texas at San Antonio, San Antonio, TX, 78249-0631, USA

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #link #privacy #security #survey
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Post #1163 1.52K
📃 A Survey on Fake News Detection in Social Media Using Graph Neural Networks

🗓 Publish year: 2024
📘Journal: Journal of Al-Qadisiyah for Computer Science and Mathematics

🧑‍💻Authors: Alaa Safaa Mahdi, Narjis Mezaal Shati
🏢University: Mustansiriyah University
🗺 Country: Iraq

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN
  • ❤ 2
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Post #1162 1.09K
🎓 Machine Learning for Graph Algorithms and Representations

📘A Thesis Submitted to the Faculty in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Engineering Sciences
🗓Publish year: 2024

🧑‍💻Author: Allison Mann
🏢University: College Hanover, New Hampshire

📎Study Thesis

📱Channel: @ComplexNetworkAnalysis
#Thesis #Machine_Learning #Algorithms #Representations
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Post #1161 5.32K
📃Knowledge mapping of graph neural networks for drug discovery: a bibliometric and visualized analysis

🗓 Publish year: 2024
📘Journal: Frontiers in Pharmacology (I.F=4.4)

🧑‍💻Authors: Rufan Yao, Zhenhua Shen, Xinyi Xu, Guixia Ling, Rongwu Xiang, Tingyan Song, Fei Zhai and Yuxuan Zhai
🏢University: Shenyang Pharmaceutical University, Shenyang, China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge #mapping #GNN #drug #discovery #visualized
  • 👍 2
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Post #1159 1.33K
📃A Review of Graph Neural Networks in Epidemic Modeling

🗓 Publish year: 2024

🧑‍💻Authors: Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
🏢Universities: Emory University, College of Computing Georgia Institute of Technology

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review
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Post #1158 1.18K
🎓 Visibility Graph Networks for Time Series Forecasting

📘Thesis for the degree of Doctor of Philosophy
🗓Publish year: 2024

🧑‍💻Author: Shengzhong Mao
🏢University: University of Manchester

📎Study Thesis

📱Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
Post #1157 5.29K
📃Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities

🗓 Publish year: 2023
📘Journal: Journal of Big Data

🧑‍💻Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
🏢Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
  • 👍 1
Post #1156 1.2K
📃Review of Graph Neural Networks for Medical Image Denoising

🗓 Publish year: 2023
📘Journal: EAI Endorsed Transactions on e-Learning

🧑‍💻Author: Jing Wang
🏢Universities: Henan Polytechnic University, China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review
  • 👍 2
Post #1155 1.55K
🎓Graph Neural Networks for Network Analysis

📘Dissertation for the degree of Doctor of Philosophy in Statistics
🗓Publish year: 2024

🧑‍💻Author: Yixuan He
🏢University: Balliol College, University of Oxford

📎Study Thesis

📱Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis
Post #1154 1.08K
📃 A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise

🗓 Publish year: 2023
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)

🧑‍💻Authors: Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Tianfan Fu, Chen Ling, Joyce Ho, Fei Wang, Carl Yang
🏢University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
🗺 Country: USA , Atlanta

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
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