Network Analysis Resources & Updates

📃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

📃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

📃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

🎓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

📃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

📃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

📃 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

🎓 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

📃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

📃 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 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #Quantum #Social_Network #Community_Detection #Review

📃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

🎓 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

📃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

📃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

🎓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

📃 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

🎓Bitcoin Fraud Detection Using Graph Neural Networks 📘Master's thesis in statistics 🗓Publish year: 2024 🧑‍💻Author: Laxman Dahal 🏢University: University of California, Los Angeles 📎Study Thesis 📱Channel: @ComplexNetworkAnalysis #Thesis #Bitcoin #Fraud #GNN

📃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 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #Network #Learning #Biomarker #Discovery

📃 Attention-based graph neural networks: a survey 🗓 Publish year: 2023 🧑‍💻Authors: Chengcheng Sun, Chenhao Li, Xiang Lin, Tianji Zheng, Fanrong Meng, Xiaobin Rui & Zhixiao Wang 🏢University: China University of Mining and Technology, 🗺 Country: China 📎 Study the paper 📲Channel: @ComplexNetworkAnalysis #paper #Survey #Attention #GNN

📃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, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA 91010, USA. 📎 Study paper 📱Channel: @ComplexNetworkAnalysis #paper #GNN #Cancer #Oncology #Emerging #Trends