πGraph Anomaly Detection with Graph Neural Networks: Current Status and Challenges
πJournal: IEEE Access (I.F=3.476)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Anomaly_Detection #Challenges
πJournal: IEEE Access (I.F=3.476)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Anomaly_Detection #Challenges
Forwarded from Bioinformatics
πChallenges and opportunities in network-based solutions for biological questions
πJournal: Briefing in Bioinformatics (I.F.=13.994)
πPublish year: 2022
π Study the paper
π²Channel: @Bioinformatics
#network #challenges
πJournal: Briefing in Bioinformatics (I.F.=13.994)
πPublish year: 2022
π Study the paper
π²Channel: @Bioinformatics
#network #challenges
πKnowledge Graph Completion: A Birdβs Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Embeddings #Software #Applications #Challenges
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Embeddings #Software #Applications #Challenges
πGraph Anomaly Detection with Graph Neural Networks: Current Status and Challenges
πJournal: IEEE ACCESS (I.F=3.476)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Anomaly #Graph_Neural_Networks #Status #Challenges
πJournal: IEEE ACCESS (I.F=3.476)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Anomaly #Graph_Neural_Networks #Status #Challenges
πA Survey of Graph Prompting Methods: Techniques, Applications, and Challenges
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Prompting #Techniques #Applications #Challenges #Survey
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Prompting #Techniques #Applications #Challenges #Survey
πKnowledge Graphs: Opportunities and Challenges
πJournal: Artificial Intelligence Review (I.F=9.588)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Opportunities #Challenges
πJournal: Artificial Intelligence Review (I.F=9.588)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graphs #Opportunities #Challenges
π3
πConstruction of Knowledge Graphs: Current State and Challenges
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Current_State
#Challenges
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Knowledge_Graph #Current_State
#Challenges
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πA Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges
π journal: ACM Computing Surveys (I.F=16.6)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Counterfactual #Explanations #Evaluation #Challenges #survey
π journal: ACM Computing Surveys (I.F=16.6)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph #Counterfactual #Explanations #Evaluation #Challenges #survey
π3
πFederated Graph Neural Networks: Overview, Techniques, and Challenges
π Publish year: 2024
π Journal: IEEE Transactions on Neural Networks and Learning Systems (I.F=14.255)
π§βπ»Authors: Rui Liu , Pengwei Xing , Zichao Deng, Anran Li , Cuntai Guan , Fellow, IEEE, and Han Yu
π’Universities: Nanyang Technological University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Federated_Graph_Neural_Networks #Challenges #Techniques #Overview
π Publish year: 2024
π Journal: IEEE Transactions on Neural Networks and Learning Systems (I.F=14.255)
π§βπ»Authors: Rui Liu , Pengwei Xing , Zichao Deng, Anran Li , Cuntai Guan , Fellow, IEEE, and Han Yu
π’Universities: Nanyang Technological University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Federated_Graph_Neural_Networks #Challenges #Techniques #Overview
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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
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
πNetwork biology: Recent advances and challenges
π Publish year: 2022
πJournal: Gene & Protein in Disease (GPD)
π§βπ»Author: Pei Wang
π’University: Henan University, Kaifeng, P.R. China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #biology #advances #challenges
π Publish year: 2022
πJournal: Gene & Protein in Disease (GPD)
π§βπ»Author: Pei Wang
π’University: Henan University, Kaifeng, P.R. China
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #biology #advances #challenges
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πA Survey on Graph Neural Networks for Intrusion Detection Systems: Methods, Trends and Challenges
π Publish year: 2024
πJournal: Computers & Security (I.F=4.8)
π§βπ»Authors: Meihui Zhong, Mingwei Lin, Chao Zhang, Zeshui Xu
π’Universities: Fujian Normal University, Fuzhou, 350117, Fujian, China.
Shanxi University, Taiyuan, 030006, Shanxi, China.
Sichuan University, Chengdu, 610064, Sichuan, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Intrusion_Detection_Systems #Trends #Challenges #survey
π Publish year: 2024
πJournal: Computers & Security (I.F=4.8)
π§βπ»Authors: Meihui Zhong, Mingwei Lin, Chao Zhang, Zeshui Xu
π’Universities: Fujian Normal University, Fuzhou, 350117, Fujian, China.
Shanxi University, Taiyuan, 030006, Shanxi, China.
Sichuan University, Chengdu, 610064, Sichuan, China.
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #GNN #Intrusion_Detection_Systems #Trends #Challenges #survey
π3
π Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities
π₯Temporal Graph Learning Reading Group
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #GNN #Temporal #Challenges #Opportunities
π₯Temporal Graph Learning Reading Group
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #GNN #Temporal #Challenges #Opportunities
YouTube
Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities
Temporal Graph Learning Reading Group
Paper: "Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities"
Speaker: Veronica Lachi
Date: Feb. 29, 2024
Paper: "Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities"
Speaker: Veronica Lachi
Date: Feb. 29, 2024