📃A Comprehensive Survey on Deep Graph Representation Learning
🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)
🧑💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey
🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)
🧑💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey
📃Graph theory in ecological network analysis: A systematic review for connectivity assessment
🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)
🧑💻Authors: Rastegar Hashemi a, Hassan Darabi a, Masoud Hashemi b, Jingxia Wang
🏢Universities: University of Tehran, Tehran, Iran.
Zabol University, Zabol, Iran.
University of Sheffield, Western Bank, S10 2TN, Sheffield, UK.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #ecological #connectivity #assessment #review
🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)
🧑💻Authors: Rastegar Hashemi a, Hassan Darabi a, Masoud Hashemi b, Jingxia Wang
🏢Universities: University of Tehran, Tehran, Iran.
Zabol University, Zabol, Iran.
University of Sheffield, Western Bank, S10 2TN, Sheffield, UK.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #ecological #connectivity #assessment #review
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📃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
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📃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
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📄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
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📃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
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📃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
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📃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
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📃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
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📄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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