π A survey on learning from graphs with heterophily: recent advances and future directions
π Journal: Frontiers of Computer Science (I.F.=4.6)
π Publish year: 2026
π§βπ»Authors: Cheng-Hua Gong, Yao Cheng, Jian-Xiang Yu, ...
π’University: East China Normal University & Microsoft Research Asia, China - Nanyang Technological University, Singapore
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #hetrophily
π Journal: Frontiers of Computer Science (I.F.=4.6)
π Publish year: 2026
π§βπ»Authors: Cheng-Hua Gong, Yao Cheng, Jian-Xiang Yu, ...
π’University: East China Normal University & Microsoft Research Asia, China - Nanyang Technological University, Singapore
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #hetrophily
π2
π Network pharmacology in the multi-omics era: uncovering novel therapeutic strategies
π Journal: Discover Chemistry (I.F.=4.6)
π Publish year: 2026
π§βπ»Authors: Kalyani Ramprasad Thombre, Vaishnavi Gabhane, Krishna Radheshyam Gupta, ...
π’University: Kishoritai Bhoyar College of Pharmacy, India
π Study the paper
π― Article summary:
Network pharmacology represents a transformative approach in drug discovery, moving away from the traditional "one-drug, one-target" model to a systems-oriented framework that acknowledges the complexity of diseases through the integration of multi-omics data and computational methodologies. This review synthesizes current advancements in network pharmacology, highlighting its potential to enhance drug repurposing, precision medicine, and multi-target therapeutic strategies while addressing challenges related to data quality, methodological biases, and the need for rigorous experimental validation.
β‘οΈChannel: @ComplexNetworkAnalysis
#review #pharmacology #omics
π Journal: Discover Chemistry (I.F.=4.6)
π Publish year: 2026
π§βπ»Authors: Kalyani Ramprasad Thombre, Vaishnavi Gabhane, Krishna Radheshyam Gupta, ...
π’University: Kishoritai Bhoyar College of Pharmacy, India
π Study the paper
π― Article summary:
Network pharmacology represents a transformative approach in drug discovery, moving away from the traditional "one-drug, one-target" model to a systems-oriented framework that acknowledges the complexity of diseases through the integration of multi-omics data and computational methodologies. This review synthesizes current advancements in network pharmacology, highlighting its potential to enhance drug repurposing, precision medicine, and multi-target therapeutic strategies while addressing challenges related to data quality, methodological biases, and the need for rigorous experimental validation.
β‘οΈChannel: @ComplexNetworkAnalysis
#review #pharmacology #omics
β€3
πΉ Artificial Intelligence for Complex Network: Potential, Methodology and Applicationβ
π₯From ACM SIGWEB
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #ai #artificial_intelligence
π₯From ACM SIGWEB
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #ai #artificial_intelligence
YouTube
Artificial Intelligence for Complex Network: Potential, Methodology and Applicationβ
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
π3
π A survey of blockchain-based solutions for secure social networks
π Journal: Scientific African (I.F.=3.3)
π Publish year: 2026
π§βπ»Authors: Fatima Anter, Fatna El Mendili, Nabil Benamar, ...
π’University: Moulay Ismail University & Sidi Mohamed Ben Abdellah University, Morocco
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #security #blockchain
π Journal: Scientific African (I.F.=3.3)
π Publish year: 2026
π§βπ»Authors: Fatima Anter, Fatna El Mendili, Nabil Benamar, ...
π’University: Moulay Ismail University & Sidi Mohamed Ben Abdellah University, Morocco
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #security #blockchain
π2
π Graph Quantum Machine Learning: A Survey
π Publish year: 2026
π§βπ»Authors: Georgios Drakopoulos & Phivos Mylonas
π’University: ICE Department, University of West Attica, Hellas
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #quantum
π Publish year: 2026
π§βπ»Authors: Georgios Drakopoulos & Phivos Mylonas
π’University: ICE Department, University of West Attica, Hellas
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #quantum
π1
π Graph data science in fungal biotechnology: Opportunities and applications
π Journal: Biotechnology Advances (I.F.=12.5)
π Publish year: 2026
π§βπ»Authors: Jui-Tse Ko, Jakob BlΓ¦sbjerg Hoof, Anne S. Meyer, ...
π’University: Technical University of Denmark, Denmark
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #biotechnology
π Journal: Biotechnology Advances (I.F.=12.5)
π Publish year: 2026
π§βπ»Authors: Jui-Tse Ko, Jakob BlΓ¦sbjerg Hoof, Anne S. Meyer, ...
π’University: Technical University of Denmark, Denmark
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #biotechnology
β€3
π₯ Network Analysis and Visualization
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #visualization #tools
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #visualization #tools
YouTube
YADESA Second Online Training Session On: Network Analysis and Visualization | Andrea Failla
00:00 First Session
47:25 Second Session
01:46:48 Third Session
02:08:26 Fourth Session
03:20:48 Fifth Session
Bu yayΔ±n Δ°stanbul KalkΔ±nma AjansΔ±nΔ±n desteklediΔi Yapay Zeka Destekli Sosyal Bilimsel AraΕtΔ±rmalar Projesi kapsamΔ±nda hazΔ±rlanmΔ±ΕtΔ±r. Δ°Γ§erik ileβ¦
47:25 Second Session
01:46:48 Third Session
02:08:26 Fourth Session
03:20:48 Fifth Session
Bu yayΔ±n Δ°stanbul KalkΔ±nma AjansΔ±nΔ±n desteklediΔi Yapay Zeka Destekli Sosyal Bilimsel AraΕtΔ±rmalar Projesi kapsamΔ±nda hazΔ±rlanmΔ±ΕtΔ±r. Δ°Γ§erik ileβ¦
β€3π1π1
π Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval
π Publish year: 2026
π§βπ»Authors: Hamed Jelodar, Samita Bai, Mohammad Meymani, ...
π’University: University of New Brunswick, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm #ai #gnn
π Publish year: 2026
π§βπ»Authors: Hamed Jelodar, Samita Bai, Mohammad Meymani, ...
π’University: University of New Brunswick, Canada
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #llm #ai #gnn
π3β€1
Forwarded from Bioinformatics
π Modeling of gene regulatory networks: an annotated glossary
π Journal: Trends in Plant Science (π₯I.F.=20.8)
πPublish year: 2026
π§βπ»Authors: Avilash Singh Yadav, Nicholas J. Russell, Adriana I. HernΓ‘ndez, ...
π’Universities: Cornell University & Louisiana State University Agricultural Center & University of Pennsylvania, USA - Max Planck Institute for Plant Breeding Research & Humboldt University of Berlin, Germany - Zhejiang University, China
π Study the paper
π²Channel: @Bioinformatics
#review #gene #grn
π Journal: Trends in Plant Science (π₯I.F.=20.8)
πPublish year: 2026
π§βπ»Authors: Avilash Singh Yadav, Nicholas J. Russell, Adriana I. HernΓ‘ndez, ...
π’Universities: Cornell University & Louisiana State University Agricultural Center & University of Pennsylvania, USA - Max Planck Institute for Plant Breeding Research & Humboldt University of Berlin, Germany - Zhejiang University, China
π Study the paper
π²Channel: @Bioinformatics
#review #gene #grn
π2
π Graph Learning in Bioinformatics: A Survey of Graph Neural Network Architectures, Biological Graph Construction and Bioinformatics Applications
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng 1ORCID,Ziyang Dong 2,Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #bioinformatics #gnn
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng 1ORCID,Ziyang Dong 2,Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #bioinformatics #gnn
πΉ AI for Complex Network Analysis and prediction
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #ai #prediction
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #ai #prediction
YouTube
AI for Complex Network Analysis and prediction
π Abstract: This talk explores how AI can analyze complex network behavior and predict future trends for smarter, more efficient systems.
π€ Speaker: Asep Maulana, Ph.D., is a Lecturer at Padjadjaran University in Indonesia specializing in complex networksβ¦
π€ Speaker: Asep Maulana, Ph.D., is a Lecturer at Padjadjaran University in Indonesia specializing in complex networksβ¦
π A Survey on Graph Neural Networks
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Xinyang Zhang; Shengrong Li; Haoran Li, ...
π’Universities: Nanjing University of Aeronautics and Astronautics, China - Monash University & The University of Queensland & University of Wollongong, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #gnn
π Journal: IEEE Access (I.F.=3.6)
π Publish year: 2026
π§βπ»Authors: Xinyang Zhang; Shengrong Li; Haoran Li, ...
π’Universities: Nanjing University of Aeronautics and Astronautics, China - Monash University & The University of Queensland & University of Wollongong, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #graph_neural_network #gnn
π1
Forwarded from Bioinformatics
π Graph Learning in Bioinformatics: A Survey of Graph Neural Network Architectures, Biological Graph Construction and Bioinformatics Applications
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng, Ziyang Dong, Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
π²Channel: @Bioinformatics
#review #gnn #graph
π Journal: Biomolecules (I.F.=4.8)
πPublish year: 2026
π§βπ»Authors: Lijia Deng, Ziyang Dong, Zhengling Yang, ...
π’University: University of Electronic Science and Technology of China, China
π Study the paper
π²Channel: @Bioinformatics
#review #gnn #graph
β€3
π Multilayer Networks in Finance: A Systematic Review
π Publish year: 2026
π§βπ»Authors: J Scattergood & T OlΓ©ron-Evans
π’University: University College London, England
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multi_layer #finance
π Publish year: 2026
π§βπ»Authors: J Scattergood & T OlΓ©ron-Evans
π’University: University College London, England
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multi_layer #finance
π3
π Multilayer network science: theory, methods, and applications
π Journal: Journal of Complex Networks (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda, ... (17 Authors)
π’University: University of Zaragoza, Spain - Northeastern University London & Northeastern University, United Kingdom & United States - Universidade de Lisboa, Portugal, University of Campinas, Brazil, Aix-Marseille University, France, Institute for Scientific Interchange (ISI), Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multilayer
π Journal: Journal of Complex Networks (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Alberto Aleta, Andreia Sofia Teixeira, Guilherme Ferraz de Arruda, ... (17 Authors)
π’University: University of Zaragoza, Spain - Northeastern University London & Northeastern University, United Kingdom & United States - Universidade de Lisboa, Portugal, University of Campinas, Brazil, Aix-Marseille University, France, Institute for Scientific Interchange (ISI), Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #multilayer
π2β€1
π A Survey of Graph-Based Frameworks (Representing Higher-Order Networks)
π₯Free Book
πPublish year: 2026
π§βπ»Authors: Takaaki Fujita and Florentin Smarandache
π’University: University of New Mexico, USA
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #framework #graph
π₯Free Book
πPublish year: 2026
π§βπ»Authors: Takaaki Fujita and Florentin Smarandache
π’University: University of New Mexico, USA
π Study
β‘οΈChannel: @ComplexNetworkAnalysis
#book #framework #graph
π1