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
β‘οΈChannel: @ComplexNetworkAnalysis
#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
Forwarded from Bioinformatics
πNavigating the Computational Landscape for Drug Repurposing
π Journal: Annual Review of Pharmacology and Toxicology (I.F.=13.1)
πPublish year: 2026
π§βπ»Authors: Andrea Γlvarez-PΓ©rez, LucΓa Prieto-SantamarΓa, Ana I. Casas,...
π’University: Universidad PolitΓ©cnica de Madrid, Spain - Maastricht University, The Netherlands - University Clinic Essen, Germany - Harvard Medical School, USA
π Study the paper
π²Channel: @Bioinformatics
#review #drug #repurposing
π Journal: Annual Review of Pharmacology and Toxicology (I.F.=13.1)
πPublish year: 2026
π§βπ»Authors: Andrea Γlvarez-PΓ©rez, LucΓa Prieto-SantamarΓa, Ana I. Casas,...
π’University: Universidad PolitΓ©cnica de Madrid, Spain - Maastricht University, The Netherlands - University Clinic Essen, Germany - Harvard Medical School, USA
π Study the paper
π²Channel: @Bioinformatics
#review #drug #repurposing
π2
πSocial Network Analysis: A Novel Paradigm for Improving Community Detection
π Publish year: 2025
πJournal: International Journal of Computational Intelligence Systems (I.F=3)
π§βπ»Authors: Rodrigo HernΓ‘ndez , Inmaculada GutiΓ©rrez, Javier Castro
π’University: Complutense University of Madrid, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_Detection
π Publish year: 2025
πJournal: International Journal of Computational Intelligence Systems (I.F=3)
π§βπ»Authors: Rodrigo HernΓ‘ndez , Inmaculada GutiΓ©rrez, Javier Castro
π’University: Complutense University of Madrid, Spain
π Study paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_Detection
π1π1
π₯ Introduction to Neural Networks for Scientists
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #neural_networks
π Watch
β‘οΈChannel: @ComplexNetworkAnalysis
#video #neural_networks
YouTube
Introduction to Neural Networks
Neural networks often look like a black boxβmassive, intimidating, and reserved for computer science experts. But if you are comfortable with vectors and matrices, you already have the tools to master them.
In this video, we bridge the gap between scientificβ¦
In this video, we bridge the gap between scientificβ¦
π2π1π1
π Graph Transformers: A Survey
π Journal: IEEE Transactions on Neural Networks and Learning Systems (I.F.=8.9)
π Publish year: 2025
π§βπ»Authors: Ahsan Shehzad , Feng Xia, Shagufta Abid, ...
π’Universities: Dalian University of Technology, China - RMIT University & Federation University Australia, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #transformers
π Journal: IEEE Transactions on Neural Networks and Learning Systems (I.F.=8.9)
π Publish year: 2025
π§βπ»Authors: Ahsan Shehzad , Feng Xia, Shagufta Abid, ...
π’Universities: Dalian University of Technology, China - RMIT University & Federation University Australia, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #transformers
π2
π Power and Control in Complex Networks: A Taxonomy and Critical Review
π Publish year: 2026
π§βπ»Authors: Alessio Abeltino, Tiziano Bacaloni, Andrea Bernardini, ...
π’University: Fondazione Ugo Bordoni, Italy.
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #control #power
π Publish year: 2026
π§βπ»Authors: Alessio Abeltino, Tiziano Bacaloni, Andrea Bernardini, ...
π’University: Fondazione Ugo Bordoni, Italy.
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #control #power
β€2
π Graph-based Spatio-Temporal Analytics: A Systematic Review
π Journal: Networks and Spatial Economics (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Farah Ilyana Hairuddin, Suhaibah Azri & Uznir Ujang
π’University: Universiti Teknologi Malaysia, Johor, Malaysia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #spatio #temporal
π Journal: Networks and Spatial Economics (I.F.=1.5)
π Publish year: 2026
π§βπ»Authors: Farah Ilyana Hairuddin, Suhaibah Azri & Uznir Ujang
π’University: Universiti Teknologi Malaysia, Johor, Malaysia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #spatio #temporal
β€1
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
π Transformers for Graph-based Recommender Systems: A Survey
π Journal: Machine Intelligence Research (I.F.=8.7)
π Publish year: 2026
π§βπ»Authors: Lorenzo Zangari, Silvio Raso & Andrea Tagarelli
π’University: University of Calabria, Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #transformer #recommender
π Journal: Machine Intelligence Research (I.F.=8.7)
π Publish year: 2026
π§βπ»Authors: Lorenzo Zangari, Silvio Raso & Andrea Tagarelli
π’University: University of Calabria, Italy
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #transformer #recommender
π Ideological Isolation in Online Social Networks: A Survey of Computational Definitions, Metrics, and Mitigation Strategies
π Publish year: 2026
π§βπ»Authors: Xiaodan Wang, Yanbin Liub, Shiqing Wu, ...
π’University: Yanbian University, China - Auckland University of Technology, New Zealand - University of Tasmania, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #isolation
π Publish year: 2026
π§βπ»Authors: Xiaodan Wang, Yanbin Liub, Shiqing Wu, ...
π’University: Yanbian University, China - Auckland University of Technology, New Zealand - University of Tasmania, Australia
π Study the paper
β‘οΈChannel: @ComplexNetworkAnalysis
#review #isolation
β€2π1π₯1
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€2
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
π2
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
π1
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
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€3π1
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
π2β€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