📃 Emerging landscape of molecular interaction networks:
Opportunities, challenges and prospects
🗓 Publish year: 2022
📘Journal: Journal of Biosciences(I.F=2.9)
🧑💻Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
🏢University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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📱Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
Opportunities, challenges and prospects
🗓 Publish year: 2022
📘Journal: Journal of Biosciences(I.F=2.9)
🧑💻Authors: Gauri Panditrao, Rupa Bhowmick, Chandrakala Meena and Ram Rup Sarka
🏢University: Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
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📱Channel: @ComplexNetworkAnalysis
#paper #Emerging #landscape #molecular #Opportunities #challenges #prospects
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🎞Community detection (clustering network data) and modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
📽 Watch
📲Channel: @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, optimal…
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal…
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📃 A Survey on Graph Neural Networks for Microservice-Based Cloud Applications
🗓 Publish year: 2022
📘Journal: SENSORS-BASEL (I.F=3.9)
🧑💻Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
🏢University: Dublin City University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
🗓 Publish year: 2022
📘Journal: SENSORS-BASEL (I.F=3.9)
🧑💻Authors: Hoa Xuan Nguyen , Shaoshu Zhu and Mingming Liu
🏢University: Dublin City University
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Microservice #Cloud #Applications #Survey
📃 Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities
🗓 Publish year: 2023
📘Journal: Transactions on Graph Data and Knowledge (TGDK)
🧑💻Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Škoda, Valentina Tamm
🏢Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, Université Côte d’Azur, Inria, Charles University, Prague, Czechia
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📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
🗓 Publish year: 2023
📘Journal: Transactions on Graph Data and Knowledge (TGDK)
🧑💻Authors: Jiaoyan Chen, Hang Dong, Janna Hastin, Ernesto Jiménez-Ruiz, Vanessa López, Pierre Monnin, Catia Pesquita, Petr Škoda, Valentina Tamm
🏢Universities: University of Manchester, University of Oxford, University of Zurich, Switzerland, University of London, Université Côte d’Azur, Inria, Charles University, Prague, Czechia
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Life_Sciences #Developments #Challenges #Opportunities
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📃 Graph Neural Networks Designed for Different Graph Types: A Survey
🗓 Publish year: 2023
🧑💻Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara Holzhüter
🏢University: University of Kassel, Germany
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
🗓 Publish year: 2023
🧑💻Authors: Josephine Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara Holzhüter
🏢University: University of Kassel, Germany
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Different #Types #Survey
👍4
🎓Deep learning for graph structured data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
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🎞Learning on Graphs Conference 2022
💥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.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
💥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.
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Learning #Graph
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🎓Empowering Graph Neural Networks for Real-World Tasks
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Zhichun Guo
🏢University: University of Notre Dame, Indiana
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Zhichun Guo
🏢University: University of Notre Dame, Indiana
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Empowering #GNN #Real_world
👍4
📃 Graph Convolutional Neural Networks for Traffic
Forecasting and Prediction: A Review
🗓 Publish year: 2024
📘Conference: AIP Conference Proceedings
🧑💻Authors: Vandana Singh, Sudip Kumar Sahana, Vandana Bhattacharjee
🏢University: Department of Computer Science & Engineering BIT Mesra, Ranchi, India
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📱Channel: @ComplexNetworkAnalysis
#paper #GCN #Traffic_Forecasting #Prediction #Review
Forecasting and Prediction: A Review
🗓 Publish year: 2024
📘Conference: AIP Conference Proceedings
🧑💻Authors: Vandana Singh, Sudip Kumar Sahana, Vandana Bhattacharjee
🏢University: Department of Computer Science & Engineering BIT Mesra, Ranchi, India
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📱Channel: @ComplexNetworkAnalysis
#paper #GCN #Traffic_Forecasting #Prediction #Review
👍1
📃 A Survey on Machine Learning Solutions for Graph Pattern Extraction
🗓 Publish year: 2022
🧑💻Authors:Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han
🏢University: g, Nanyang Technological University
🗺 China, Singapore
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Machine_learning #Pattern
🗓 Publish year: 2022
🧑💻Authors:Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng, Chenhao Ma, Xiaolin Han
🏢University: g, Nanyang Technological University
🗺 China, Singapore
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Machine_learning #Pattern
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📃A Comprehensive Survey on Graph Summarization
with Graph Neural Networks
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Artificial Intelligence
🧑💻Authors: Nasrin Shabani, Jia Wu Senior Member, IEEE, Amin Beheshti, Quan Z. Sheng Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
🏢University: Macquarie University, NSW, Australia
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📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Summarization #GNN #Survey
with Graph Neural Networks
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Artificial Intelligence
🧑💻Authors: Nasrin Shabani, Jia Wu Senior Member, IEEE, Amin Beheshti, Quan Z. Sheng Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
🏢University: Macquarie University, NSW, Australia
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Summarization #GNN #Survey
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Quantum_Social_Network_Analysis_for_Community_Detection_A_Comprehensive.pdf
706.6 KB
📃 Quantum-Social Network Analysis for Community Detection: A Comprehensive Review
🗓 Publish year: 2024
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Samya Muhuri; Shashank Sheshar Singh
🏢University: Thapar Institute of Engineering and Technology
🗺 Country: India
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📲Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
🗓 Publish year: 2024
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Samya Muhuri; Shashank Sheshar Singh
🏢University: Thapar Institute of Engineering and Technology
🗺 Country: India
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📲Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
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📃Graph Neural Networks in Cancer and Oncology Research: Emerging and Future Trends
🗓 Publish year: 2023
📘Journal: CANCERS (I.F=5.2)
🧑💻Authors: Grigoriy Gogoshin and Andrei S. Rodin
🏢Affiliation: Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, USA.
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📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Cancer #Oncology #Emerging #Trends
🗓 Publish year: 2023
📘Journal: CANCERS (I.F=5.2)
🧑💻Authors: Grigoriy Gogoshin and Andrei S. Rodin
🏢Affiliation: Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, USA.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Cancer #Oncology #Emerging #Trends
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📃Network Learning for Biomarker Discovery
🗓 Publish year: 2023
📘Journal: International Journal of Network Dynamics and Intelligence (IJNDI)
🧑💻Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
🏢Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery
🗓 Publish year: 2023
📘Journal: International Journal of Network Dynamics and Intelligence (IJNDI)
🧑💻Authors: Yulian Ding, Minghan Fu, Ping Luo, Fang-Xiang Wu
🏢Universities: University of Saskatchewan, S7N 5A9, Saskatoon, Canada,
University Health Network, Toronto, ON M5G 1L7, Canada,
University of Saskatchewan, S7N 5A9, Saskatoon, Canada
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Network #Learning #Biomarker #Discovery
👍3
🎓Bitcoin Fraud Detection Using Graph Neural Networks
📘Master's thesis in statistics
🗓Publish year: 2024
🧑💻Author: Laxman Dahal
🏢University: University of California, Los Angeles
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Bitcoin #Fraud #GNN
📘Master's thesis in statistics
🗓Publish year: 2024
🧑💻Author: Laxman Dahal
🏢University: University of California, Los Angeles
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Bitcoin #Fraud #GNN
👍2
📃 A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻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
🏢University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
🗺 Country: USA , Atlanta
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📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
🗓 Publish year: 2023
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻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
🏢University: Emory University, Georgia Institute of Technology, Weill Cornell Medicine
🗺 Country: USA , Atlanta
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Survey #Knowledge_Graphs #Healthcare #Application
🎓Graph Neural Networks for Network Analysis
📘Dissertation for the degree of Doctor of Philosophy in Statistics
🗓Publish year: 2024
🧑💻Author: Yixuan He
🏢University: Balliol College, University of Oxford
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis
📘Dissertation for the degree of Doctor of Philosophy in Statistics
🗓Publish year: 2024
🧑💻Author: Yixuan He
🏢University: Balliol College, University of Oxford
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #GNN #Network_Analysis
📃Review of Graph Neural Networks for Medical Image Denoising
🗓 Publish year: 2023
📘Journal: EAI Endorsed Transactions on e-Learning
🧑💻Author: Jing Wang
🏢Universities: Henan Polytechnic University, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review
🗓 Publish year: 2023
📘Journal: EAI Endorsed Transactions on e-Learning
🧑💻Author: Jing Wang
🏢Universities: Henan Polytechnic University, China
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Medical #image #Denoising #review
👍2
📃Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
🗓 Publish year: 2023
📘Journal: Journal of Big Data
🧑💻Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
🏢Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
🗓 Publish year: 2023
📘Journal: Journal of Big Data
🧑💻Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
🏢Universities: The University of Jordan, Amman, Jordan
King Saud University, Riyadh, Saudi Arabia
Al-Balqa Applied University, Salt, Jordan
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Healthcare #Knowledge_Graph #open_issues #opportunities #review
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🎓 Visibility Graph Networks for Time Series Forecasting
📘Thesis for the degree of Doctor of Philosophy
🗓Publish year: 2024
🧑💻Author: Shengzhong Mao
🏢University: University of Manchester
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
📘Thesis for the degree of Doctor of Philosophy
🗓Publish year: 2024
🧑💻Author: Shengzhong Mao
🏢University: University of Manchester
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
📃A Review of Graph Neural Networks in Epidemic Modeling
🗓 Publish year: 2024
🧑💻Authors: Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
🏢Universities: Emory University, College of Computing Georgia Institute of Technology
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review
🗓 Publish year: 2024
🧑💻Authors: Zewen Liu, Guancheng Wan, B. Aditya Prakash, Max S. Y. Lau, Wei Jin
🏢Universities: Emory University, College of Computing Georgia Institute of Technology
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Epidemic #review
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