📃 Quantum-Social Network Analysis for Community Detection: A Comprehensive Review

🗓 Publish year: 2024
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)

🧑‍💻Authors: Samya Muhuri; Shashank Sheshar Singh
🏢University: Thapar Institute of Engineering and Technology
🗺 Country: India

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#paper #Quantum #Social_Network #Community_Detection #Review

📃Graph Neural Networks in Cancer and Oncology Research: Emerging and Future Trends

🗓 Publish year: 2023
📘Journal: CANCERS (I.F=5.2)

🧑‍💻Authors: Grigoriy Gogoshin and Andrei S. Rodin
🏢Affiliation: Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, USA.

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#paper #GNN #Cancer #Oncology #Emerging #Trends

📃Network Learning for Biomarker Discovery

🗓 Publish year: 2023
📘Journal: International Journal of Network Dynamics and Intelligence (IJNDI)

🧑‍💻Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
🏢Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada

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📱Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery

🎓Bitcoin Fraud Detection Using Graph Neural Networks

📘Master's thesis in statistics
🗓Publish year: 2024

🧑‍💻Author: Laxman Dahal
🏢University: University of California, Los Angeles

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📱Channel: @ComplexNetworkAnalysis
#Thesis #Bitcoin #Fraud #GNN

📃 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

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#paper #Survey #Knowledge_Graphs #Healthcare #Application

🎓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

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📱Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review

🎓 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

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📱Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review

📃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

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#paper #Knowledge #mapping #GNN #drug #discovery #visualized

🎓 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

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📱Channel: @ComplexNetworkAnalysis
#Thesis #Machine_Learning #Algorithms #Representations

📃 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

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#paper #Survey #GNN

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #link #privacy #security #survey

📃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

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#paper #Intelligent #GNN #Deep #Reinforcement_Learning #survey

📃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

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

📃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

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#paper #time_series #transcriptomics #gene #inference #review

📃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

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#paper #Visibility_Graph #review