📃A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation
🗓 Publish year: 2024
🧑💻Authors: Mohammad Hashemi , Shengbo Gong, Juntong Ni , Wenqi Fan , B. Aditya Prakas, Wei Jin
🏢Universities: Emory University, The Hong Kong Polytechnic University, Georgia Institute of Technology.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Reduction #Sparsification #Coarsening #Condensation #survey
🗓 Publish year: 2024
🧑💻Authors: Mohammad Hashemi , Shengbo Gong, Juntong Ni , Wenqi Fan , B. Aditya Prakas, Wei Jin
🏢Universities: Emory University, The Hong Kong Polytechnic University, Georgia Institute of Technology.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Reduction #Sparsification #Coarsening #Condensation #survey
👍2
📃Survey on Graph Neural Networks
🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)
🧑💻Authors: G. GKARMPOUNIS, C. VRANIS, N. VRETOS, P. DARAS
🏢Universities: Information Technologies Institute (IT)
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)
🧑💻Authors: G. GKARMPOUNIS, C. VRANIS, N. VRETOS, P. DARAS
🏢Universities: Information Technologies Institute (IT)
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
👏1
📄Graph Clustering Algorithms: Usage and Comparison
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Clustering
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Clustering
Memgraph
Graph Clustering Algorithms: Usage and Comparison
From social networks and biological systems to recommendation engines, graph clustering algorithms enable data scientists to gain insights and make informed decisions that create value.
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📃Graph structural complexity
🗓 Publish year: 2024
🧑💻Authors: Andrew Snarskii
🏢Universities: The National Technical University of Ukraine
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #complexity #structural
🗓 Publish year: 2024
🧑💻Authors: Andrew Snarskii
🏢Universities: The National Technical University of Ukraine
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #complexity #structural
👍3
📕Learning Analytics Methods and Tutorials
🗓Publish year: 2024
📎 Study the book
📱Channel: @ComplexNetworkAnalysis
#book #Learning #Analytics #Method #Tutorials
🗓Publish year: 2024
📎 Study the book
📱Channel: @ComplexNetworkAnalysis
#book #Learning #Analytics #Method #Tutorials
👍1
📃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
🗓 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
❤1👍1
📃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
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Language_Models #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
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Language_Models #survey
👍1
📃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
🗓 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
📃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
🗓 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
👍2❤1🔥1
📃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
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
Forwarded from Bioinformatics
📃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
📘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
👍3
📄Getting started with graph analysis in Python with pandas and networkx
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code
Medium
Getting started with graph analysis in Python with pandas and networkx
Graph analysis is not a new branch of data science, yet is not the usual “go-to” method data scientists apply today. However there are some…
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📃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
🗓 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
👍3
🎓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
📕Master Degree Thesis by Antonella Cardillo form POLITECNICO DI TORINO
🗓Publish year: 2024
📎 Study thesis
📲Channel: @ComplexNetworkAnalysis
#thesis #Graph #machine_learning #Data_Science
👍2💯1
📄Network Analysis Visualization
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code #Visualization
💥Technical Paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Python #code #Visualization
Kaggle
Network Analysis Visualization
Explore and run machine learning code with Kaggle Notebooks | Using data from Village Relationships
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🎞 Social Networks and Health 2024
💥Free recorded tutorial on social network
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Health
💥Free recorded tutorial on social network
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Health
YouTube
Social Networks and Health 2024 -- Day 3
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