2021_Graph_Signal_Processing,_Graph_Neural_Network_and_Graph_Learning.pdf
3.9 MB
πGraph Signal Processing, Graph Neural Network and Graph Learning on Biological Data: A Systematic Review
πJournal: IEEE REVIEWS IN BIOMEDICAL ENGINEERING (I.F=7.073)
πPublish year: 2021
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph_Signal_Processing #Graph_Neural_Network #Graph_Learning #Biological #Review
πJournal: IEEE REVIEWS IN BIOMEDICAL ENGINEERING (I.F=7.073)
πPublish year: 2021
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Graph_Signal_Processing #Graph_Neural_Network #Graph_Learning #Biological #Review
π The importance of graph databases and graph learning for clinical applications
π Journal: The Journal of Biological Databases & Curation (I.F=4.6)
π Publish year: 2023
π§βπ»Authors: Daniel Walke, Daniel Micheel, Kay Schallert, Thilo Muth, David Broneske, Gunter Saake, Robert Heyer
π’Universities: Otto von Guericke University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #clinical_applications #graph_learning
π Journal: The Journal of Biological Databases & Curation (I.F=4.6)
π Publish year: 2023
π§βπ»Authors: Daniel Walke, Daniel Micheel, Kay Schallert, Thilo Muth, David Broneske, Gunter Saake, Robert Heyer
π’Universities: Otto von Guericke University
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #clinical_applications #graph_learning
π8
πData-centric Graph Learning: A Survey
π Journal: JOURNAL OF LATEX CLASS FILES
π Publish year: 2021
π§βπ»Authors: Yuxin Guo, Deyu Bo, Cheng Yang, Zhiyuan Lu, Zhongjian Zhang, Jixi Liu, Yufei Peng, Chuan Shi
π’Universities: Beijing University of Posts and Telecommunications
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #crime #Graph_Learning #Survey
π Journal: JOURNAL OF LATEX CLASS FILES
π Publish year: 2021
π§βπ»Authors: Yuxin Guo, Deyu Bo, Cheng Yang, Zhiyuan Lu, Zhongjian Zhang, Jixi Liu, Yufei Peng, Chuan Shi
π’Universities: Beijing University of Posts and Telecommunications
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #crime #Graph_Learning #Survey
π2
πComprehensive evaluation of deep and graph learning on drugβdrug interactions prediction
π Journal: Briefings in Bioinformatics(I.F=13.994)
π Publish year: 2023
π§βπ»Authors: Xuan Lin, Lichang Dai, Yafang Zhou, Zu-Guo Yu, Wen Zhang, Jian-Yu Shi, Dong-Sheng Cao, Li Zeng, Haowen Chen, Bosheng Song, Philip S Yu, Xiangxiang Zeng
π’Universities: Xiangtan University, Huazhong Agricultural University, Hunan University,
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #drug_drug_interactions #Graph_Learning #deep_learning #prediction
π Journal: Briefings in Bioinformatics(I.F=13.994)
π Publish year: 2023
π§βπ»Authors: Xuan Lin, Lichang Dai, Yafang Zhou, Zu-Guo Yu, Wen Zhang, Jian-Yu Shi, Dong-Sheng Cao, Li Zeng, Haowen Chen, Bosheng Song, Philip S Yu, Xiangxiang Zeng
π’Universities: Xiangtan University, Huazhong Agricultural University, Hunan University,
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #drug_drug_interactions #Graph_Learning #deep_learning #prediction
π2β€1
πMultilayer Clustered Graph Learning
π Publish year: 2020
π§βπ»Authors: Mireille El Gheche, Pascal Frossard
π’Universities: Ecole Polytechnique FedΒ΄ erale de Lausanne (EPFL)
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph_Learning #Multilayer_graph
π Publish year: 2020
π§βπ»Authors: Mireille El Gheche, Pascal Frossard
π’Universities: Ecole Polytechnique FedΒ΄ erale de Lausanne (EPFL)
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Graph_Learning #Multilayer_graph
π3
πSimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
π Publish year: 2023
π§βπ»Authors: Keyu Duan, Qian Liu,Tat-Seng Chua, Shuicheng Yan, Wei Tsang Ooi, Qizhe Xie, Junxian He
π’Universities: ENational University of Singapore, The Hong Kong University of Science and Technology
π Study the paper
π» Code
π²Channel: @ComplexNetworkAnalysis
#paper #Graph_Learning #Textual
π Publish year: 2023
π§βπ»Authors: Keyu Duan, Qian Liu,Tat-Seng Chua, Shuicheng Yan, Wei Tsang Ooi, Qizhe Xie, Junxian He
π’Universities: ENational University of Singapore, The Hong Kong University of Science and Technology
π Study the paper
π» Code
π²Channel: @ComplexNetworkAnalysis
#paper #Graph_Learning #Textual
π3
π₯ AI in Graph Learning
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #graph_learning #ai
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #graph_learning #ai
YouTube
AI in Graph Learning Large Scale Systems
The ACM AI Friday Series is a collection of online talks designed to showcase how artificial intelligence extends across multiple fieldsπ
As part of this series, ACM AUB has invited research engineers, PhD students, medical doctors, scientists, and researchβ¦
As part of this series, ACM AUB has invited research engineers, PhD students, medical doctors, scientists, and researchβ¦
β€2π2