📃Counterfactual Learning on Graphs: A Survey
🗓 Publish year: 2025
📘Journal: Machine Intelligence Research
🧑💻Authors: Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal , Hui Liu, Suhang Wang
🏢Universities: Pennsylvania State University, Watson Research Center
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Counterfactual #Survey
🗓 Publish year: 2025
📘Journal: Machine Intelligence Research
🧑💻Authors: Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal , Hui Liu, Suhang Wang
🏢Universities: Pennsylvania State University, Watson Research Center
📎 Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Counterfactual #Survey
📃Bibliometric and visualized analysis of social network analysis research on Scopus databases and VOSviewer
🗓 Publish year: 2024
📘Journal: Cogent Business & Management (I.F=3)
🧑💻Authors: Dyah gandasari, David tjahjana, Diena Dwidienawati and Mochamad Sugiarto
🏢Universities: Polbangtan Bogor, Bogor, indonesia; universitas Multimedia nusantara, Jakarta, indonesia; Business Management, BinusBusiness school, Bina nusantara university, Jakarta, indonesia; Faculty of animal science, Jendral soedirman university,indonesia
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Scopus #VOSviewer
🗓 Publish year: 2024
📘Journal: Cogent Business & Management (I.F=3)
🧑💻Authors: Dyah gandasari, David tjahjana, Diena Dwidienawati and Mochamad Sugiarto
🏢Universities: Polbangtan Bogor, Bogor, indonesia; universitas Multimedia nusantara, Jakarta, indonesia; Business Management, BinusBusiness school, Bina nusantara university, Jakarta, indonesia; Faculty of animal science, Jendral soedirman university,indonesia
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Scopus #VOSviewer
👍2
2023_A_Survey_of_Large_scale_Complex_Information_Network_Representation.pdf
4.2 MB
📃A Survey of Large-scale Complex Information Network Representation Learning Methods
🗓 Publish year: 2023
📘Conference: Consumer Electronics and Computer Engineering (ICCECE)
🧑💻Authors: Xiaoxian Zhang
🏢Universities: School of Computer Technology and Engineering Changchun Institute of Technology, Changchun, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Large_scale #Complex #Information #Representation_Learning #survey
🗓 Publish year: 2023
📘Conference: Consumer Electronics and Computer Engineering (ICCECE)
🧑💻Authors: Xiaoxian Zhang
🏢Universities: School of Computer Technology and Engineering Changchun Institute of Technology, Changchun, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Large_scale #Complex #Information #Representation_Learning #survey
📃Network link prediction via deep learning method: A comparative analysis with traditional methods
🗓 Publish year: 2024
📘Journal: Engineering Science and Technology, an International Journal (I.F=5.1)
🧑💻Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
🏢Universities: Islamic Azad University, Qeshm Branch, Qeshm, Iran
Islamic Azad University, Tabriz Branch, Tabriz, Iran
National Yunlin University of Science and Technology, Douliou, Yunlin 64002, Taiwan
Western Caspian University, Baku, Azerbaijan
Duy Tan University, Da Nang, Viet Nam
Duy Tan University, School of Medicine and Pharmacy, Da Nang, Viet Nam
Islamic Azad University, South Tehran Branch, Tehran, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
🗓 Publish year: 2024
📘Journal: Engineering Science and Technology, an International Journal (I.F=5.1)
🧑💻Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
🏢Universities: Islamic Azad University, Qeshm Branch, Qeshm, Iran
Islamic Azad University, Tabriz Branch, Tabriz, Iran
National Yunlin University of Science and Technology, Douliou, Yunlin 64002, Taiwan
Western Caspian University, Baku, Azerbaijan
Duy Tan University, Da Nang, Viet Nam
Duy Tan University, School of Medicine and Pharmacy, Da Nang, Viet Nam
Islamic Azad University, South Tehran Branch, Tehran, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
📃Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook
🗓 Publish year: 2025
🧑💻Authors: Jiawei Xue, Ruichen Tan, Jianzhu Ma, Satish V. Ukkusuri
🏢Universities: Purdue University, West Lafayette, IN, USA.
Tsinghua University, Beijing, China.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Data_Mining #Transportation #GNN #review
🗓 Publish year: 2025
🧑💻Authors: Jiawei Xue, Ruichen Tan, Jianzhu Ma, Satish V. Ukkusuri
🏢Universities: Purdue University, West Lafayette, IN, USA.
Tsinghua University, Beijing, China.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Data_Mining #Transportation #GNN #review
📃A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends
🗓 Publish year: 2024
📘Journal: Mechanical Systems and Signal Processing(I.F=7.9)
🧑💻Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
🏢Universities: Nanyang Technological University, Singapore
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
🗓 Publish year: 2024
📘Journal: Mechanical Systems and Signal Processing(I.F=7.9)
🧑💻Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
🏢Universities: Nanyang Technological University, Singapore
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
📃Stakeholder and social network analysis for understanding forest (fires) management – A contribution based on a systematic literature review
🗓 Publish year: 2025
📘Journal: Forest Policy and Economics(I.F=4)
🧑💻Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
🏢Universities: University of Aveiro, Portugal
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
🗓 Publish year: 2025
📘Journal: Forest Policy and Economics(I.F=4)
🧑💻Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
🏢Universities: University of Aveiro, Portugal
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
📃A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
🗓 Publish year: 2025
🧑💻Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG
🏢Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
🗓 Publish year: 2025
🧑💻Authors: Jiaqi HAN, Jiacheng CEN, Liming WU, Zongzhao LI, Xiangzhe KONG, Rui JIAO, Ziyang YU, Tingyang XU, Fandi WU, Zihe WANG, Hongteng XU, Zhewei WEI, Deli ZHAO, Yang LIU, Yu RONG, Wenbing HUANG
🏢Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
👍1
📃Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🗓 Publish year: 2024
🧑💻Authors: Rubén Ballester, Carles Casacuberta, Sergio Escalera
🏢Universities: Universitat de Barcelona, Spain
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
🤩1
📃A Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
🗓 Publish year: 2024
🧑💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
🗓 Publish year: 2024
🧑💻Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
🏢Universities: Daffodil International University, Dhaka 1216, Bangladesh.
University of Johannesburg, Auckland Park 2006, South Africa.
Bond University, Gold Coast, QLD 4226, Australia.
Bond University, Gold Coast, QLD 4226, Australia.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review