📃A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting

🗓 Publish year: 2024
📘Journal: ACM Computing Surveys (I.F=23.8)

🧑‍💻Authors: : Manali Patel, Krupa Jariwala, CHIRANJOY CHATTOPADHYAY
🏢Universities: Sardar Vallabhbhai National Institute of Technology, Surat, India.
FLAME University, Pune, India.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Stock_Market #Forecasting #review

📃Large Language Models on Graphs: A Comprehensive Survey

🗓 Publish year: 2023
📘Journal: Computation and Language (I.F=1.8)

🧑‍💻Authors: Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han

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📱Channel: @ComplexNetworkAnalysis
#paper #Language_Models #survey

📃Graph neural network based intelligent tutoring system: A survey

🗓 Publish year: 2024
📘Journal: Neurocomputing (I.F=5.5)

🧑‍💻Authors: Juhua Pu a, Shufei Li a, Meng Guo a, Xi Chen a, Zhang Xiong
🏢Universities: Beihang University, China.
University of International Business and Economics, China.

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

📃Fake news detection: A survey of graph neural network methods

🗓 Publish year: 2023
📘Journal: Fake news detection: A survey of graph neural network methods (I.F=7.2)

🧑‍💻Authors: Huyen Trang Phan, Ngoc Thanh Nguyen, Dosam Hwang
🏢Universities: Yeungnam University, Gyeongsan, South Korea.
Nguyen Tat Thanh University, Ho Chi Minh, Vietnam.
Wroclaw University of Science and Technology, Wroclaw, Poland.

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

📃Artificial Intelligence for Complex Network: Potential,
Methodology and Application

🗓 Publish year: 2024

🧑‍💻Authors: Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li
🏢Universities: Tsinghua University, Beijing National Research Center for Information Science and Technology (BNRist)China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #AI #Application

📃Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives

📘Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics (I.F.=3.6)
🗓Publish year: 2024

🧑‍💻Authors: Yen-Che Hsiao; Abhishek Dutta
🏢University: University of Connecticut, USA

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📲Channel: @Bioinformatics
#review #pathway #network

📄Getting started with graph analysis in Python with pandas and networkx

💥Technical Paper

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📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Python #code

🎓Graph Data Science and machine learning applications

📕Master Degree Thesis by Antonella Cardillo form POLITECNICO DI TORINO

🗓Publish year: 2024

📎 Study thesis

📲Channel: @ComplexNetworkAnalysis
#thesis #Graph #machine_learning #Data_Science

📄Network Analysis Visualization

💥Technical Paper

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📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Python #code #Visualization

🎞 Social Networks and Health 2024

💥Free recorded tutorial on social network

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Health

📃A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches

🗓 Publish year: 2024
🧑‍💻Authors: Bin Wu, Sifu Luo and C. Steve Suh

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📱Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review

📃Understanding Graph Databases: A Comprehensive Tutorial and Survey

🗓 Publish year: 2024

🧑‍💻Authors: Sydney Anuyah, Emmanuel Bolade, Oluwatosin Agbaakin
🏢Universities: Indiana University, Indianapolis, IN, USA

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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Database #Tutorial #survey

📄Graph visualization: an in-depth guide

💥Technical paper from Cambridge Intelligence

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📲Channel: @ComplexNetworkAnalysis
#visualization

📄How Graph Neural Networks Facilitate Social Network Analysis

💥Technical Paper

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📲Channel: @ComplexNetworkAnalysis

#paper #Graph #GNN

📃Network analysis and teaching excellence as a concept of relations

🗓 Publish year: 2024
📘Journal: Teaching in Higher Education (I.F=2.4)

🧑‍💻Authors: Aneta Hayes, Nick Garnett
🏢Universities: Keele University, Keele, UK.
Nottingham Trent University, Nottingham, UK.

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📱Channel: @ComplexNetworkAnalysis
#paper #teaching #excellence #relations

📃Research on Topological Characteristics of Spatial Network Based on Complex Network Theory and Its Applications

🗓 Publish year: 2024
📔Journal: Mathematics (I.F=2.3)

🧑‍💻Authors: Siqin Su, Jintao Liu,Yongqi Wang, ...
🏢Universities: Civil Aviation University of China, China

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⚡️Channel: @ComplexNetworkAnalysis
#review #spatial

📃A survey of data efficient graph learning

🗓 Publish year: 2024

🧑‍💻Authors: Wei Ju, Siyu Yi , Yifan Wang , Qingqing Long , Junyu Luo , Zhiping Xiao , Ming Zhang
🏢Universities: Peking University, Nankai University,University of California Los Angeles

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📲Channel: @ComplexNetworkAnalysis
#paper #Graph #data #Survey