*🎓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

*📃A Comprehensive Survey on Automatic Knowledge Graph Construction*

🗓 Publish year: 2023

🧑‍💻Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG, XINDONG WU
🏢Universities: Macquarie University, Beihang University, Hefei University of Technology

📎 Study paper

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

*🎞 Theoretical Foundations of Graph Neural Networks*

*💥Free recorded tutorial by Petar Veličković
💥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 #GNN #Theoretical #Foundations

📃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*📎 Study the paper📲***Channel: @Bioinformatics
#review #pathway #network

*📃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

*📃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*.

*📎 Study paper
📱***Channel: @ComplexNetworkAnalysis
#paper #Fake_news #GNN #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.*

*📎 Study paper
📱***Channel: @ComplexNetworkAnalysis
#paper #GNN #tutoring_system #survey

*?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