📃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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📱Channel: @ComplexNetworkAnalysis
#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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📱Channel: @ComplexNetworkAnalysis
#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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📱Channel: @ComplexNetworkAnalysis
#paper #Visibility_Graph #review

🎞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.

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📱Channel: @ComplexNetworkAnalysis
#video #Theoretical_Foundations #GNN

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #Disinformation #GNN #survey

🎞Graph Neural Networks for Biomedical Data

💥Free recorded tutorial by Marinka Zitnik.

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📱Channel: @ComplexNetworkAnalysis
#video #GNN #Biomedical

📃 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

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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #GNN #Stock_Market #Prediction

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Point #Clouds #survey

🎓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

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #Deep #Graph #Representation_Learning #survey

🎓 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 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

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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #visualization #Graph_data

📃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

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📱Channel: @ComplexNetworkAnalysis
#paper #Ecological_Network #Indicators

📃 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

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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Fairness #Social_Network_Analysis