π Emerging landscape of molecular interaction networks:
Opportunities, challenges and prospects
π Publish year: 2022
πJournal: Journal of Biosciences(I.F=2.9)
π§βπ»Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
π’University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
Opportunities, challenges and prospects
π Publish year: 2022
πJournal: Journal of Biosciences(I.F=2.9)
π§βπ»Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
π’University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
π1
πCommunity detection (clustering network data) and modularity
π₯Free recorded course by Prof. Samin Aref
π₯Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
π₯Free recorded course by Prof. Samin Aref
π₯Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
YouTube
Lec 34: Community detection (clustering network data) and modularity
Data Science Methods and Statistical Learning, University of Toronto
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimalβ¦
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimalβ¦
π₯3
π A Survey on Graph Neural Networks for Microservice-Based Cloud Applications
π Publish year: 2022
πJournal: SENSORS-BASEL (I.F=3.9)
π§βπ»Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
π’University: Dublin City University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
π Publish year: 2022
πJournal: SENSORS-BASEL (I.F=3.9)
π§βπ»Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
π’University: Dublin City University
π Study the paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
π Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π Publish year: 2023
πJournal: Transactions on Graph Data and Knowledge (TGDK)
π§βπ»Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto JimΓ©nez-Ruiz, Vanessa LΓ³pez, Pierre Monnin, Catia Pesquita, Petr Ε koda, Valentina Tamm
π’Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, UniversitΓ© CΓ΄te dβAzur, Inria, Charles University, Prague, Czechia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
π5
π Graph Neural Networks Designed for Different Graph Types: A Survey
π Publish year: 2023
π§βπ»Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara HolzhΓΌter
π’University: University of Kassel, Germany
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
π Publish year: 2023
π§βπ»Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara HolzhΓΌter
π’University: University of Kassel, Germany
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
π4
πDeep learning for graph structured data
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Dwivedi Vijay Prakash
π’University: Nanyang Technological University, Singapore
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Dwivedi Vijay Prakash
π’University: Nanyang Technological University, Singapore
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
π2π1
πLearning on Graphs Conference 2022
π₯Learning on Graphs Conference is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
π₯Learning on Graphs Conference is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
π2
πEmpowering Graph Neural Networks for Real-World Tasks
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Zhichun Guo
π’University: University of Notre Dame, Indiana
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
πDoctoral thesis
πPublish year: 2024
π§βπ»Author: Zhichun Guo
π’University: University of Notre Dame, Indiana
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
π4
π Graph Convolutional Neural Networks for Traffic
Forecasting and Prediction: A Review
π Publish year: 2024
πConference: AIP Conference Proceedings
π§βπ»Authors: Vandana Singh, Sudip Kumar Sahana, Vandana Bhattacharjee
π’University: Department of Computer Science & Engineering BIT Mesra, Ranchi, India
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GCN #Traffic_Forecasting #Prediction #Review
Forecasting and Prediction: A Review
π Publish year: 2024
πConference: AIP Conference Proceedings
π§βπ»Authors: Vandana Singh, Sudip Kumar Sahana, Vandana Bhattacharjee
π’University: Department of Computer Science & Engineering BIT Mesra, Ranchi, India
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GCN #Traffic_Forecasting #Prediction #Review
π1
π A Survey on Machine Learning Solutions for Graph Pattern Extraction
π Publish year: 2022
π§βπ»Authors:Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han
π’University: g, Nanyang Technological University
πΊ China, Singapore
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Machine_learning #Pattern
π Publish year: 2022
π§βπ»Authors:Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han
π’University: g, Nanyang Technological University
πΊ China, Singapore
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Machine_learning #Pattern
π2π2
πA Comprehensive Survey on Graph Summarization
with Graph Neural Networks
π Publish year: 2023
πJournal: IEEE Transactions on Artificial Intelligence
π§βπ»Authors: Nasrin Shabani, Jia Wu Senior Member, IEEE, Amin Beheshti, Quan Z. Sheng Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
π’University: Macquarie University, NSW, Australia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Summarization #GNN #Survey
with Graph Neural Networks
π Publish year: 2023
πJournal: IEEE Transactions on Artificial Intelligence
π§βπ»Authors: Nasrin Shabani, Jia Wu Senior Member, IEEE, Amin Beheshti, Quan Z. Sheng Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
π’University: Macquarie University, NSW, Australia
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Summarization #GNN #Survey
π3π2
Quantum_Social_Network_Analysis_for_Community_Detection_A_Comprehensive.pdf
706.6 KB
π Quantum-Social Network Analysis for Community Detection: A Comprehensive Review
π Publish year: 2024
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»Authors: Samya Muhuri; Shashank Sheshar Singh
π’University: Thapar Institute of Engineering and Technology
πΊ Country: India
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
π Publish year: 2024
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»Authors: Samya Muhuri; Shashank Sheshar Singh
π’University: Thapar Institute of Engineering and Technology
πΊ Country: India
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
π3π₯2
πGraph Neural Networks in Cancer and Oncology Research: Emerging and Future Trends
π Publish year: 2023
πJournal: CANCERS (I.F=5.2)
π§βπ»Authors: Grigoriy Gogoshin and Andrei S. Rodin
π’Affiliation: Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Cancer #Oncology #Emerging #Trends
π Publish year: 2023
πJournal: CANCERS (I.F=5.2)
π§βπ»Authors: Grigoriy Gogoshin and Andrei S. Rodin
π’Affiliation: Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Cancer #Oncology #Emerging #Trends
π3π1
πNetwork Learning for Biomarker Discovery
π Publish year: 2023
πJournal: International Journal of Network Dynamics and Intelligence (IJNDI)
π§βπ»Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
π’Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery
π Publish year: 2023
πJournal: International Journal of Network Dynamics and Intelligence (IJNDI)
π§βπ»Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
π’Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery
π3
πBitcoin Fraud Detection Using Graph Neural Networks
πMaster's thesis in statistics
πPublish year: 2024
π§βπ»Author: Laxman Dahal
π’University: University of California, Los Angeles
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Bitcoin #Fraud #GNN
πMaster's thesis in statistics
πPublish year: 2024
π§βπ»Author: Laxman Dahal
π’University: University of California, Los Angeles
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Bitcoin #Fraud #GNN
π2
π A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise
π Publish year: 2023
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»Authors: Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Tianfan Fu, Chen Ling, Joyce Ho, Fei Wang, Carl Yang
π’University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
πΊ Country: USA , Atlanta
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
π Publish year: 2023
πJournal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
π§βπ»Authors: Hejie Cui, Jiaying Lu, Shiyu Wang, Ran Xu, Wenjing Ma, Shaojun Yu, Yue Yu, Xuan Kan, Tianfan Fu, Chen Ling, Joyce Ho, Fei Wang, Carl Yang
π’University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
πΊ Country: USA , Atlanta
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
πGraph Neural Networks for Network Analysis
πDissertation for the degree of Doctor of Philosophy in Statistics
πPublish year: 2024
π§βπ»Author: Yixuan He
π’University: Balliol College, University of Oxford
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis
πDissertation for the degree of Doctor of Philosophy in Statistics
πPublish year: 2024
π§βπ»Author: Yixuan He
π’University: Balliol College, University of Oxford
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis
πReview of Graph Neural Networks for Medical Image Denoising
π Publish year: 2023
πJournal: EAI Endorsed Transactions on e-Learning
π§βπ»Author: Jing Wang
π’Universities: Henan Polytechnic University, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review
π Publish year: 2023
πJournal: EAI Endorsed Transactions on e-Learning
π§βπ»Author: Jing Wang
π’Universities: Henan Polytechnic University, China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review
π2
πHealthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
π Publish year: 2023
πJournal: Journal of Big Data
π§βπ»Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
π’Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
π Publish year: 2023
πJournal: Journal of Big Data
π§βπ»Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
π’Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
π1
π Visibility Graph Networks for Time Series Forecasting
πThesis for the degree of Doctor of Philosophy
πPublish year: 2024
π§βπ»Author: Shengzhong Mao
π’University: University of Manchester
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
πThesis for the degree of Doctor of Philosophy
πPublish year: 2024
π§βπ»Author: Shengzhong Mao
π’University: University of Manchester
πStudy Thesis
π±Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
πA Review of Graph Neural Networks in Epidemic Modeling
π Publish year: 2024
π§βπ»Authors: Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
π’Universities: Emory University, College of Computing Georgia Institute of Technology
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review
π Publish year: 2024
π§βπ»Authors: Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
π’Universities: Emory University, College of Computing Georgia Institute of Technology
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review
β€3π1