Machine Learning for Refining Knowledge Graph.pdf
2.4 MB
πMachine Learning for Refining Knowledge Graphs: A Survey
π Publish year: 2024
π§βπ»Authors: BUDHITAMA SUBAGDJA, D. SHANTHOSHIGAA, ZHAOXIA WANG, and AH-HWEE TAN
π’Universities: Singapore Management University
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #ML #Survey
π Publish year: 2024
π§βπ»Authors: BUDHITAMA SUBAGDJA, D. SHANTHOSHIGAA, ZHAOXIA WANG, and AH-HWEE TAN
π’Universities: Singapore Management University
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #ML #Survey
π2
πCurrent and future directions in network biology
π Publish year: 2023
πJournal: Bioinformatics Advances (I.F=2.4)
π§βπ»Authors: Marinka Zitnik, Michelle M. Li, Aydin Wells, Kimberly Glass, ...
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Biology #Direction
π Publish year: 2023
πJournal: Bioinformatics Advances (I.F=2.4)
π§βπ»Authors: Marinka Zitnik, Michelle M. Li, Aydin Wells, Kimberly Glass, ...
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Biology #Direction
π2π₯1
πSelf-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review
π Publish year: 2024
π§βπ»Authors: Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, ...
π’Universities: Prince Sultan University, Saudi Arabia - University of Manouba, Manouba , Tunisia
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #self_supervised #gnn
π Publish year: 2024
π§βπ»Authors: Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, ...
π’Universities: Prince Sultan University, Saudi Arabia - University of Manouba, Manouba , Tunisia
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #self_supervised #gnn
πIntroducing New Node Prediction in Graph Mining:
Predicting All Links from Isolated Nodes with Graph
Neural Networks
π Publish year: 2024
π§βπ»Authors: Damiano Zanardinia, Emilio Serrano
π’Universities: Departamento de Inteligencia Artificial, ETSI InformΒ΄aticos, Universidad PolitΒ΄ecnica de Madrid, 28660 Boadilla del Monte, Madrid, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Node #prediction #Isolated
Predicting All Links from Isolated Nodes with Graph
Neural Networks
π Publish year: 2024
π§βπ»Authors: Damiano Zanardinia, Emilio Serrano
π’Universities: Departamento de Inteligencia Artificial, ETSI InformΒ΄aticos, Universidad PolitΒ΄ecnica de Madrid, 28660 Boadilla del Monte, Madrid, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Node #prediction #Isolated
A Comprehensive Survey on Automatic Knowledge.pdf
2.4 MB
πA Comprehensive Survey on Automatic Knowledge Graph Construction
π Publish year: 2023
π§βπ»Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG,
π’Universities: Macquarie University, Beihang University, Hefei University of Technology.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #KnowledgeGraph #Survey
π Publish year: 2023
π§βπ»Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG,
π’Universities: Macquarie University, Beihang University, Hefei University of Technology.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #KnowledgeGraph #Survey
π1
π Network Analyse in R and Python
π₯Technical paper
π Study
π²Channel: @ComplexNetworkAnalysis
#Network #Analyses #python #code #R
π₯Technical paper
π Study
π²Channel: @ComplexNetworkAnalysis
#Network #Analyses #python #code #R
infoguides.gmu.edu
InfoGuides: Network Analysis: Networks in R and Python
This guide defines network analysis and discusses several network analysis tools and methods
π2π1
πPublic Health Using Social Network Analysis During the COVID-19 Era: A Systematic Review
π Publish year: 2024
πJournal: Information (I.F=2.4)
π§βπ»Authors: Stanislava GardasevicΨ Aditi JaiswalΨ Manika LambaΨ Jena FunakoshiΨ Kar-Hai ChuΨ Aekta ShahΨ Yinan SunΨ Pallav PokhrelΨ Peter Washington
π’Universities: University of Hawaiβi at MΔnoa, University of Hawaiβi at MΔnoa, University of Oklahoma, University of Hawaiβi at MΔnoa, University of Pittsburgh, Unaffiliated Researcher, University of Hawaiβi Cancer Center
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Health #COVID_19 #review
π Publish year: 2024
πJournal: Information (I.F=2.4)
π§βπ»Authors: Stanislava GardasevicΨ Aditi JaiswalΨ Manika LambaΨ Jena FunakoshiΨ Kar-Hai ChuΨ Aekta ShahΨ Yinan SunΨ Pallav PokhrelΨ Peter Washington
π’Universities: University of Hawaiβi at MΔnoa, University of Hawaiβi at MΔnoa, University of Oklahoma, University of Hawaiβi at MΔnoa, University of Pittsburgh, Unaffiliated Researcher, University of Hawaiβi Cancer Center
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Health #COVID_19 #review
π Application of graph theory in liver research: A review
π Publish year: 2024
πJournal: Portal Hypertension & Cirrhosis
π§βπ»Authors: Xumei Hu, Longyu Sun, Rencheng Zheng, ...
π’Universities: Fudan University, China
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #liver #graph
π Publish year: 2024
πJournal: Portal Hypertension & Cirrhosis
π§βπ»Authors: Xumei Hu, Longyu Sun, Rencheng Zheng, ...
π’Universities: Fudan University, China
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #liver #graph
πCan social network analysis contribute to supply chain
management? A systematic literature review and
bibliometric analysis
π Publish year: 2024
πJournal: Heliyon (I.F=3.4)
π§βπ»Authors: Hesham Fouad, NazarΒ΄e Rego
π’Universities: Arab Academy for Science, Technology and Maritime Transport, Aswan, Egypt.
School of Economics and Management, University of Minho, Braga, Portugal.
NIPE, School of Economics and Management, University of Minho, Braga, Portugal.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #contribute #supply #managemen #bibliometric
management? A systematic literature review and
bibliometric analysis
π Publish year: 2024
πJournal: Heliyon (I.F=3.4)
π§βπ»Authors: Hesham Fouad, NazarΒ΄e Rego
π’Universities: Arab Academy for Science, Technology and Maritime Transport, Aswan, Egypt.
School of Economics and Management, University of Minho, Braga, Portugal.
NIPE, School of Economics and Management, University of Minho, Braga, Portugal.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #contribute #supply #managemen #bibliometric
π1
π A Comprehensive Survey on Knowledge-Defined Networking
π Publish year: 2024
πJournal: Telecom (I.F=2.1)
π§βπ»Authors: Patikiri Arachchige Don Shehan Nilmantha Wijesekara & Subodha Gunawardena
π’Universities: University of Ruhuna, Sri Lanka
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge
π Publish year: 2024
πJournal: Telecom (I.F=2.1)
π§βπ»Authors: Patikiri Arachchige Don Shehan Nilmantha Wijesekara & Subodha Gunawardena
π’Universities: University of Ruhuna, Sri Lanka
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #knowledge
Distributed Graph Neural Network Training.pdf
1.9 MB
πDistributed Graph Neural Network Training: A Survey
π Publish year: 2023
π§βπ»Authors: YINGXIA SHAOΨ HONGZHENG LI, HONGBO YIN, XIZHI GUΨ WENTAO ZHANG,...
π’Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, The Hong Kong University of Science and Technology (Guangzhou), Peking University.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #Distributed #Survey
π Publish year: 2023
π§βπ»Authors: YINGXIA SHAOΨ HONGZHENG LI, HONGBO YIN, XIZHI GUΨ WENTAO ZHANG,...
π’Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, The Hong Kong University of Science and Technology (Guangzhou), Peking University.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #Distributed #Survey
π3β€1
π₯ Social Network Analysis in Kumu Tool
πΉ Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #tool
πΉ Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #tool
YouTube
7. Social Network Analysis in Kumu: Metrics & Community Detection
In this webinar we dive into the world of Social Network Analysis (SNA), a powerful method for analyzing and understanding the relationships, interactions, and structures within networks of social entities.
Whether you're exploring connections between individualsβ¦
Whether you're exploring connections between individualsβ¦
πLeading by the nodes: a survey of film industry network analysis and datasets
π Publish year: 2024
πJournal: Applied Network Science (I.F=1.3)
π§βπ»Authors: Aresh Dadlani, Vi Vo, Ayushi Khemka, Sophie Talalay Harvey, Aigul Kantoro Kyzy, Pete Jones & Deb Verhoeven
π’Universities: Department of Mathematics and Computing, Mount Royal University, Calgary, Alberta, Canada.
Faculty of Arts, University of Alberta, Edmonton, Alberta, Canada.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #nodes #film #industry #survey
π Publish year: 2024
πJournal: Applied Network Science (I.F=1.3)
π§βπ»Authors: Aresh Dadlani, Vi Vo, Ayushi Khemka, Sophie Talalay Harvey, Aigul Kantoro Kyzy, Pete Jones & Deb Verhoeven
π’Universities: Department of Mathematics and Computing, Mount Royal University, Calgary, Alberta, Canada.
Faculty of Arts, University of Alberta, Edmonton, Alberta, Canada.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #nodes #film #industry #survey
π Network controllability of structured networks: a survey on graph-theoretical approaches
π Publish year: 2024
π Journal: SICE Journal of Control, Measurement, and System Integration
π§βπ»Authors: Nam-Jin Park & Hyo-Sung Ahn
π’Universities: Gwangju Institute of Science and Technology (GIST), Korea
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #control
π Publish year: 2024
π Journal: SICE Journal of Control, Measurement, and System Integration
π§βπ»Authors: Nam-Jin Park & Hyo-Sung Ahn
π’Universities: Gwangju Institute of Science and Technology (GIST), Korea
π Study paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #control
π Introduction to Network Analysis Methodologies and Tools
π₯Are you interested in the connections between people? Places? Concepts? Things? Do you want to visualize data in a way that is comprehensible to a human? Do you want to see how information flows through systems? Then network analysis is for you! This introductory workshop will introduce participants to network analysis, with an emphasis on its use for data-driven humanities research.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Methodologies #Tools
π₯Are you interested in the connections between people? Places? Concepts? Things? Do you want to visualize data in a way that is comprehensible to a human? Do you want to see how information flows through systems? Then network analysis is for you! This introductory workshop will introduce participants to network analysis, with an emphasis on its use for data-driven humanities research.
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Methodologies #Tools
YouTube
Introduction to Network Analysis Methodologies and Tools
Are you interested in the connections between people? Places? Concepts? Things? Do you want to visualize data in a way that is comprehensible to a human? Do you want to see how information flows through systems? Then network analysis is for you! This introductoryβ¦
π3
π Graph Artificial Intelligence in Medicine
π Journal: Annual Review of Biomedical Data Science (I.F.=7)
π§βπ»Authors: Ruth Johnson, Michelle M. Li, Ayush Noori,...
π’Universities: Harvard Medical School- Harvard John A. Paulson School of Engineering and
Applied Sciences, USA
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #ai #medicine
π Journal: Annual Review of Biomedical Data Science (I.F.=7)
π§βπ»Authors: Ruth Johnson, Michelle M. Li, Ayush Noori,...
π’Universities: Harvard Medical School- Harvard John A. Paulson School of Engineering and
Applied Sciences, USA
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #ai #medicine
π2β€1
πFinding the Connections: A Scoping Review of Epistemic Network Analysis in Science Education
π Publish year: 2024
πJournal: Journal of Science Education and Technology (I.F=4.2)
π§βπ»Authors: Joshua W. Reid, Jennifer Parrish, Shifath Bin Syed, Brock Couch
π’Universities: Texas Tech University, Lubbock, TX, 79409, USA.
University of Northern Colorado, Greeley, CO, 80639, USA.
Loyola University Maryland, Baltimore, MD, 21210, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Connections #Epistemic #Science #Education #review
π Publish year: 2024
πJournal: Journal of Science Education and Technology (I.F=4.2)
π§βπ»Authors: Joshua W. Reid, Jennifer Parrish, Shifath Bin Syed, Brock Couch
π’Universities: Texas Tech University, Lubbock, TX, 79409, USA.
University of Northern Colorado, Greeley, CO, 80639, USA.
Loyola University Maryland, Baltimore, MD, 21210, USA.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Connections #Epistemic #Science #Education #review
πA Survey of Graph Neural Networks for Social Recommender Systems
π Publish year: 2024
π§βπ»Authors: KARTIK SHARMA, YEON-CHANG LEE, SIVAGAMI NAMBI,...
π’Universities: Georgia Institute of Technology, Ulsan National Institute of Science and Technology, Hanyang University.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
π Publish year: 2024
π§βπ»Authors: KARTIK SHARMA, YEON-CHANG LEE, SIVAGAMI NAMBI,...
π’Universities: Georgia Institute of Technology, Ulsan National Institute of Science and Technology, Hanyang University.
π Study paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
π1