Network Analysis Resources & Updates
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📃 FairSNA: Algorithmic Fairness in Social Network Analysis
🗓 Publish year: 2024
📘 Journal: ACM Computing Surveys (I.F=23,8)
🧑💻Authors: Yi Chen, Zeli Guan, Rong Zhang, Xiaomin Du & Yunhai Wang
🗺 Country: Netherlands
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Fairness #Social_Network_Analysis
📃The Review of Ecological Network Indicators in Graph Theory
Context: 2014-2019
🗓 Publish year: 2021
📘Journal: International Journal of Environmental Research (IJER) (I.F=2.6)
🧑💻Authors: Hassan Darabi, Rastgar Hashemi, Faroq Lotfi
🏢University: University of Tehran, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Ecological_Network #Indicators
📃 A survey on visualization approaches for exploring association relationships in graph data
🗓 Publish year: 2019
📘 Conference: The Nineteenth International Conference on Internet and Web Applications and Services
🧑💻Authors: Yi Chen, Zeli Guan, Rong Zhang, Xiaomin Du & Yunhai Wang
🗺 Country: China
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #visualization #Graph_data
+1
📃Recent advances in network-based methods for disease gene prediction
🗓 Publish year: 2020
📘Journal: Briefings in Bioinformatics (I.F=6.8)
🧑💻Authors: Sezin Kircali Ata, Min Wu, Yuan Fang, Le Ou-Yang, Chee Keong Kwoh and Xiao-Li Li
🏢Universites: Nanyang Technological University (NTU),
Singapore Management University, Singapore,
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #disease #gene #prediction
🎓 Graph Neural Networks in Intrusion Detection
📘A thesis submitted in fulfilment of the requirements for the degree of MSc. Computer Science
🗓Publish year: 2024
🧑💻Author: Nuno Ferreira
🏢University: University of Porto in Portugal
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Intrusion_Detection
📃A Comprehensive Survey on Deep Graph Representation Learning Methods
🗓 Publish year: 2023
📘Journal: Journal of Artificial Intelligence Research
🧑💻Authors: Ijeoma Amuche Chikwendu, Xiaoling Zhang, Isaac Osei Agyemang, Isaac Adjei-Mensah
🏢University: University of Electronic Science and Technology of China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep #Graph #Representation_Learning #survey
Repost from Bioinformatics
🎓New graph learning approaches for exploring gene and protein function
📗Doctoral Thesis from ETH Zurich
🗓Publish year: 2024
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #network #gene #protein #graph #deep_learning #gnn
📃Graph Neural Networks in Point Clouds: A Survey
🗓 Publish year: 2024
📘Journal: Remote Sensing (4.9 )
🧑💻Authors: y Dilong Li, Chenghui Lu, Ziyi Chen, Jianlong Guan, Jing Zhao and Jixiang Du
🏢University: Huaqiao University, Xiamen 361021, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Point #Clouds #survey
📃 A Short Survey on Graph Neural Networks Based Stock Market Prediction Models
🗓 Publish year: 2024
📘 Conference: The Nineteenth International Conference on Internet and Web Applications and Services
🧑💻Authors: Lei Zhou, Jian Yu, Samaneh Madanian , Guiling Wang , Sira Yongchareon, Yuqi Zhang
🗺 Country: China , New Zealand
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Stock_Market #Prediction
🎞Graph Neural Networks for Biomedical Data
💥Free recorded tutorial by Marinka Zitnik.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #GNN #Biomedical
📃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
🎞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
📃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
Repost from Bioinformatics
+2
🎓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
