π Modeling biomedical data with graph machine learning
πPhD thesis from Technische UniversitΓ€t MΓΌnchen (TUM), Germany
πPublish year: 2025
π Study thesis
β‘οΈChannel: @ComplexNetworkAnalysis
#thesis #biomedical #machine_learning
πPhD thesis from Technische UniversitΓ€t MΓΌnchen (TUM), Germany
πPublish year: 2025
π Study thesis
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#thesis #biomedical #machine_learning
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π Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications
π Publish year: 2025
π§βπ»Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
π’University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA
π Study the paper
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#review #llm
π Publish year: 2025
π§βπ»Author: Guangxin Su, Hanchen Wang, Jianwei Wang, ...
π’University: The University of New South Wales - The University of Technology Sydney, Australia & Duke University, USA
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm
β€1
π LLMs for Social Network Analysis: Mapping Relationships from Unstructured Survey Response
π Journal: Applied Sciences (I.F.=2.5)
πPublish year: 2026
π§βπ»Authors: Ana MeΕ‘troviΔ, Slobodan Beliga, Dino Pitoski
π’University: University of Rijeka, Croatia
π Study the paper
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#review #llm #chatgpt
π Journal: Applied Sciences (I.F.=2.5)
πPublish year: 2026
π§βπ»Authors: Ana MeΕ‘troviΔ, Slobodan Beliga, Dino Pitoski
π’University: University of Rijeka, Croatia
π Study the paper
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#review #llm #chatgpt
π1
π LLM-empowered knowledge graph construction: A survey
πPublish year: 2025
π§βπ»Authors: Haonan Bian
π’University: Xidian University, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm #knowledge_graph
πPublish year: 2025
π§βπ»Authors: Haonan Bian
π’University: Xidian University, China
π Study the paper
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#review #llm #knowledge_graph
π1
π Network renormalization
π Journal: Nature reviews physics (π₯I.F.=39.5)
π Publish year: 2025
π§βπ»Authors: Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil, ...
π’Universities: Universit`a degli Studi βRoma Treβ & Istituto dei Sistemi Complessi (ISC), Italy - University of Leiden, The Netherlands - Universitat de Barcelona Institute of Complex Systems (UBICS), Spain
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #normalization
π Journal: Nature reviews physics (π₯I.F.=39.5)
π Publish year: 2025
π§βπ»Authors: Andrea Gabrielli, Diego Garlaschelli, Subodh P. Patil, ...
π’Universities: Universit`a degli Studi βRoma Treβ & Istituto dei Sistemi Complessi (ISC), Italy - University of Leiden, The Netherlands - Universitat de Barcelona Institute of Complex Systems (UBICS), Spain
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #normalization
π3β€1π1
Forwarded from Bioinformatics
π A comprehensive survey of gene co-expression network analysis: methods, tools, challenges, and future directions
π Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F.=2)
πPublish year: 2025
π§βπ»Authors: Pallabi Patowary, Dhruba K. Bhattacharyya & Jugal Kumar Kalita
π’Universities: Golaghat Engineering College & Tezpur University, India - University of Colorado, USA
π Study the paper
π²Channel: @Bioinformatics
#review #co_expression #gene
π Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F.=2)
πPublish year: 2025
π§βπ»Authors: Pallabi Patowary, Dhruba K. Bhattacharyya & Jugal Kumar Kalita
π’Universities: Golaghat Engineering College & Tezpur University, India - University of Colorado, USA
π Study the paper
π²Channel: @Bioinformatics
#review #co_expression #gene
π2
π½ Introduction to NetworkX in Python for Graph Analysis and Network Science
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #networkx #python
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #networkx #python
YouTube
Introduction to NetworkX in Python for Graph Analysis and Network Science
Learn how to use NetworkX in Python for creating, analyzing, and visualizing complex networks. This tutorial covers everything from basic graph concepts and hands-on code examples to advanced topics like weighted edges, graph algorithms, and saving or loadingβ¦
π2
π A comprehensive review of recommender systems: Transitioning from theory to practice
π Journal: Computer Science Review (I.F.=12.7)
π Publish year: 2026
π§βπ»Authors: Shaina Raza, Mizanur Rahman, Safiullah Kamawal, ...
π’University: Vector Institute, Toronto, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #recommender_system
π Journal: Computer Science Review (I.F.=12.7)
π Publish year: 2026
π§βπ»Authors: Shaina Raza, Mizanur Rahman, Safiullah Kamawal, ...
π’University: Vector Institute, Toronto, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #recommender_system
π1
π A Survey of Link Prediction in Temporal Networks
π Journal: SN Computer Science
π Publish year: 2026
π§βπ»Authors: Jiafeng Xiong, Ahmad Zareie, Rizos Sakellariou
π’Universities: University of Manchester & University of Bradford, UK
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #link_predition #temporal
π Journal: SN Computer Science
π Publish year: 2026
π§βπ»Authors: Jiafeng Xiong, Ahmad Zareie, Rizos Sakellariou
π’Universities: University of Manchester & University of Bradford, UK
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #link_predition #temporal
π1
π Graph Neural Networks for Collaborative Filtering: A Survey on Ranking Prediction
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Tin T. Tran, Loc Tan Nguyen and Nguyen Ngoc Phien
π’University: Ton Duc Thang University, Vietnam
π Study the paper
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#review #gnn #collaborative_filtering
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Tin T. Tran, Loc Tan Nguyen and Nguyen Ngoc Phien
π’University: Ton Duc Thang University, Vietnam
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #gnn #collaborative_filtering
π2
π A Topical Review of Graph Embedding in Graph Neural Networks
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2025
π§βπ»Authors: WB De Lemos, LDAM Ribeiro, VT Da Silva, ...
π’Universities: Federal University of Rio Grande (FURG) & State University of MaringΓ‘ (UEM), Brazil
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #embedding #gnn
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2025
π§βπ»Authors: WB De Lemos, LDAM Ribeiro, VT Da Silva, ...
π’Universities: Federal University of Rio Grande (FURG) & State University of MaringΓ‘ (UEM), Brazil
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #embedding #gnn
π2