πResearch Output, Key Topics, and Trends in Productivity, Visibility, and Collaboration in Social Sciences Research on COVID-19: A Scientometric Analysis and Visualization
π Publish year: 2024
πJournal: SAGE Open (I.F=2)
π§βπ»Authors: Walaa Hamdan, Hanan Alsuqaih
π’Universities: College of Humanities and Social Sciences, Princess Nourah bint Abdulrahman University, Airport Road, P.O.Box 84428, Riyadh 11671, Saudi Arabia.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Visibility #Collaboration #Productivity #Scientometric #COVID_19 #Visualization
π Publish year: 2024
πJournal: SAGE Open (I.F=2)
π§βπ»Authors: Walaa Hamdan, Hanan Alsuqaih
π’Universities: College of Humanities and Social Sciences, Princess Nourah bint Abdulrahman University, Airport Road, P.O.Box 84428, Riyadh 11671, Saudi Arabia.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Visibility #Collaboration #Productivity #Scientometric #COVID_19 #Visualization
πExploring the use of social network analysis methods in process improvement within healthcare organizations: a scoping review
π Publish year: 2024
πJournal: BMC Health Services Research (I.F=2.7)
π§βπ»Authors: Troy FrancisΨ Morgan DavidsonΨ Laura SeneseΨ Lianne JeffsΨ Reza Yousefi-NooraieΨ Mathieu OuimetΨ Valeria RacΨ Patricia Trbovich
π’Universities: University of Toronto, Toronto, Canada.
North York General Hospital, North York, Canada.
University Health Network, Toronto, ON, Canada.
University of Rochester, New York, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #healthcare #organizations #review
π Publish year: 2024
πJournal: BMC Health Services Research (I.F=2.7)
π§βπ»Authors: Troy FrancisΨ Morgan DavidsonΨ Laura SeneseΨ Lianne JeffsΨ Reza Yousefi-NooraieΨ Mathieu OuimetΨ Valeria RacΨ Patricia Trbovich
π’Universities: University of Toronto, Toronto, Canada.
North York General Hospital, North York, Canada.
University Health Network, Toronto, ON, Canada.
University of Rochester, New York, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #healthcare #organizations #review
πUnderstanding When and Why Graph Attention Mechanisms Work via Node Classification
πPublish year: 2024
π§βπ»Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
π’University: Northwestern Polytechnical University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiaotong University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#Paper #GAT #Attention #node_classification
πPublish year: 2024
π§βπ»Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
π’University: Northwestern Polytechnical University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiaotong University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#Paper #GAT #Attention #node_classification
πA comprehensive survey on graph neural network accelerators
π Publish year: 2025
πJournal: Frontiers of Computer Science (I.F=3.4)
π§βπ»Authors: Jingyu LIU, Shi CHEN, Li SHEN
π’Universities: School of Computer, National University of Defense Technology, Changsha 410073, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #survey
π Publish year: 2025
πJournal: Frontiers of Computer Science (I.F=3.4)
π§βπ»Authors: Jingyu LIU, Shi CHEN, Li SHEN
π’Universities: School of Computer, National University of Defense Technology, Changsha 410073, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #survey
πA Survey on Graph Neural Networks and its Applications in Various Domains
πPublish year: 2025
π§βπ»Authors: Tejaswini R. Murgod, P. Srihith Reddy, Shamitha Gaddam, S. Meenakshi Sundaram & C. Anitha
π’University: BNM Institute of Technology, NITTE Meenakshi Institute of Technology,
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#Paper #Survey #GNN #Application
πPublish year: 2025
π§βπ»Authors: Tejaswini R. Murgod, P. Srihith Reddy, Shamitha Gaddam, S. Meenakshi Sundaram & C. Anitha
π’University: BNM Institute of Technology, NITTE Meenakshi Institute of Technology,
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#Paper #Survey #GNN #Application
π1
Link_Prediction_in_Social_Networks_A_Review.pdf
243.8 KB
πLink Prediction in Social Networks: A Review
π Publish year: 2024
πConference: 2024 International Conference on Emerging Innovations and Advanced Computing (INNOCOMP)
π§βπ»Authors: Meghana Sreeya Veeramallu, Harshitha Reddy Mallu, Ramadasu B
π’Universities: Chaitanya Bharathi Institute of Technology, India
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #review
π Publish year: 2024
πConference: 2024 International Conference on Emerging Innovations and Advanced Computing (INNOCOMP)
π§βπ»Authors: Meghana Sreeya Veeramallu, Harshitha Reddy Mallu, Ramadasu B
π’Universities: Chaitanya Bharathi Institute of Technology, India
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #review
π1
πStochastic Block Models for Complex Network Analysis: A Survey
π Publish year: 2024
πJournal: ACM Transactions on Knowledge Discovery from Data (I.F=4)
π§βπ»Authors: Xueyan Liu, Wenzhuo Song, Katarzyna Musial, Yang Li, Xuehua Zhao, Bo Yang
π’Universities: Jilin University, Northeast Normal University, University of Technology Sydney, Aviation University of Air Force, Shenzhen Institute of Information Technology, Jilin University
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Stochastic #Block #review
π Publish year: 2024
πJournal: ACM Transactions on Knowledge Discovery from Data (I.F=4)
π§βπ»Authors: Xueyan Liu, Wenzhuo Song, Katarzyna Musial, Yang Li, Xuehua Zhao, Bo Yang
π’Universities: Jilin University, Northeast Normal University, University of Technology Sydney, Aviation University of Air Force, Shenzhen Institute of Information Technology, Jilin University
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Stochastic #Block #review
πCounterfactual Learning on Graphs: A Survey
π Publish year: 2025
πJournal: Machine Intelligence Research
π§βπ»Authors: Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal , Hui Liu, Suhang Wang
π’Universities: Pennsylvania State University, Watson Research Center
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Counterfactual #Survey
π Publish year: 2025
πJournal: Machine Intelligence Research
π§βπ»Authors: Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal , Hui Liu, Suhang Wang
π’Universities: Pennsylvania State University, Watson Research Center
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Counterfactual #Survey
πBibliometric and visualized analysis of social network analysis research on Scopus databases and VOSviewer
π Publish year: 2024
πJournal: Cogent Business & Management (I.F=3)
π§βπ»Authors: Dyah gandasari, David tjahjana, Diena Dwidienawati and Mochamad Sugiarto
π’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
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Scopus #VOSviewer
π Publish year: 2024
πJournal: Cogent Business & Management (I.F=3)
π§βπ»Authors: Dyah gandasari, David tjahjana, Diena Dwidienawati and Mochamad Sugiarto
π’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
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Bibliometric #Scopus #VOSviewer
π2
2023_A_Survey_of_Large_scale_Complex_Information_Network_Representation.pdf
4.2 MB
πA Survey of Large-scale Complex Information Network Representation Learning Methods
π Publish year: 2023
πConference: Consumer Electronics and Computer Engineering (ICCECE)
π§βπ»Authors: Xiaoxian Zhang
π’Universities: School of Computer Technology and Engineering Changchun Institute of Technology, Changchun, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Large_scale #Complex #Information #Representation_Learning #survey
π Publish year: 2023
πConference: Consumer Electronics and Computer Engineering (ICCECE)
π§βπ»Authors: Xiaoxian Zhang
π’Universities: School of Computer Technology and Engineering Changchun Institute of Technology, Changchun, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Large_scale #Complex #Information #Representation_Learning #survey
πNetwork link prediction via deep learning method: A comparative analysis with traditional methods
π Publish year: 2024
πJournal: Engineering Science and Technology, an International Journal (I.F=5.1)
π§βπ»Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
π’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
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
π Publish year: 2024
πJournal: Engineering Science and Technology, an International Journal (I.F=5.1)
π§βπ»Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
π’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
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
πData Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook
π Publish year: 2025
π§βπ»Authors: Jiawei Xue, Ruichen Tan, Jianzhu Ma, Satish V. Ukkusuri
π’Universities: Purdue University, West Lafayette, IN, USA.
Tsinghua University, Beijing, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Data_Mining #Transportation #GNN #review
π Publish year: 2025
π§βπ»Authors: Jiawei Xue, Ruichen Tan, Jianzhu Ma, Satish V. Ukkusuri
π’Universities: Purdue University, West Lafayette, IN, USA.
Tsinghua University, Beijing, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Data_Mining #Transportation #GNN #review
πA Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends
π Publish year: 2024
πJournal: Mechanical Systems and Signal Processing(I.F=7.9)
π§βπ»Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
π’Universities: Nanyang Technological University, Singapore
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
π Publish year: 2024
πJournal: Mechanical Systems and Signal Processing(I.F=7.9)
π§βπ»Authors: Yucheng Wang, Min Wu, Xiaoli Lia, Lihua Xie and Zhenghua Chen
π’Universities: Nanyang Technological University, Singapore
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #prediction #Remaining #Life #future #Survey
πStakeholder and social network analysis for understanding forest (fires) management β A contribution based on a systematic literature review
π Publish year: 2025
πJournal: Forest Policy and Economics(I.F=4)
π§βπ»Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
π’Universities: University of Aveiro, Portugal
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
π Publish year: 2025
πJournal: Forest Policy and Economics(I.F=4)
π§βπ»Authors: C. Campos Fernandes, S. Valente, E. Figueiredo, A. Polido
π’Universities: University of Aveiro, Portugal
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Stakeholder #forest #contribution #management #review
πA Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
π Publish year: 2025
π§βπ»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
π’Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
π Publish year: 2025
π§βπ»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
π’Universities: Renmin University of China, Beijing 100872, China,
Stanford University, CA 94305, USA,
Tsinghua University, Beijing 100084, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Geometric #GNN #Application #survey
π1
πTopological Data Analysis for Neural Network Analysis: A Comprehensive Survey
π Publish year: 2024
π§βπ»Authors: RubΓ©n Ballester, Carles Casacuberta, Sergio Escalera
π’Universities: Universitat de Barcelona, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
π Publish year: 2024
π§βπ»Authors: RubΓ©n Ballester, Carles Casacuberta, Sergio Escalera
π’Universities: Universitat de Barcelona, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Topological_Data #Neural_Network #survey
π€©1
πA Systematic Review of Graph Neural Network in
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
π Publish year: 2024
π§βπ»Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
π’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.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
Healthcare-Based Applications: Recent Advances,
Trends, and Future Directions
π Publish year: 2024
π§βπ»Authors: Showmick Guha Paul, Arpa Saha, Md. Zahid Hasan, Sheak Rashed Haider Noori, Ahmed Moustafa
π’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.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Healthcare #Advances #future #review
πGraph Learning for Fake Review Detection
π Publish year: 2022
πJournal: Frontiers in Artificial Intelligence(I.F=3)
π§βπ»Authors: Shuo Yu, Jing Ren, Shihao Li, Mehdi Naseriparsa, Feng Xia
π’Universities: Dalian University of Technology, China.
Federation University Australia, Australia.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Fake #Detection #review
π Publish year: 2022
πJournal: Frontiers in Artificial Intelligence(I.F=3)
π§βπ»Authors: Shuo Yu, Jing Ren, Shihao Li, Mehdi Naseriparsa, Feng Xia
π’Universities: Dalian University of Technology, China.
Federation University Australia, Australia.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Fake #Detection #review
β€1π1
πA comparative evaluation of social network analysis tools: performance and community engagement perspectives
π Publish year: 2025
πJournal: Social Network Analysis and Mining(I.F=2.8 )
π§βπ»Authors: Ridwan Amure, Nitin Agarwal
π’Universities: COSMOS Research Center, USA
International Computer Science Institute, University of California, USA
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #performance #community_engagement
π Publish year: 2025
πJournal: Social Network Analysis and Mining(I.F=2.8 )
π§βπ»Authors: Ridwan Amure, Nitin Agarwal
π’Universities: COSMOS Research Center, USA
International Computer Science Institute, University of California, USA
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #performance #community_engagement
π2
πPsychometric Network Analysis and Dimensionality Assessment: A Software Review
π Publish year: 2025
πJournal: Education Sciences(I.F=2.7 )
π§βπ»Authors: Meihua Qian , Xianyong Wang and Shenghai Dai
π’Universities: Clemson University, Clemson, SC 29634, USA
Washington State University, Pullman, WA 99164, USA
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Psychometric #Dimensionality #Software #review
π Publish year: 2025
πJournal: Education Sciences(I.F=2.7 )
π§βπ»Authors: Meihua Qian , Xianyong Wang and Shenghai Dai
π’Universities: Clemson University, Clemson, SC 29634, USA
Washington State University, Pullman, WA 99164, USA
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Psychometric #Dimensionality #Software #review
π1