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Showing posts older than #1479 · Back to latest

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Post #1477 4.1K
📄 Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey

📙 Journal: ACM Computing Surveys (🔥I.F.=28)
🗓 Publish year: 2025

🧑‍💻Authors: Zhiqiang Zhong, Anastasia Barkova & Davide Mottin
🏢Universities: Aarhus Universitet, Denmark & WhiteLabGenomics, France

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #graph #machine_learning #drug
  • ❤ 2
Post #1476 708
📃Methods resources for authors new to conducting systematic reviews with network meta-analysis: a scoping review

🗓 Publish year: 2025
📘Journal: Journal of Clinical Epidemiology (I.F=5.2)

🧑‍💻Authors: Lize-Mari Swanepoela, Amanda Brandb, Andrit Lourensc,d, Anel Schooneesb , Michael McCaula

🏢Universities: Stellenbosch University, Cape Town,
South Africa & Namibia University of Science and Technology, Windhoek, Namibia & University of Cape Town, Cape Town, South Africa.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Authors #Meta_analysis #review
  • 👍 1
Post #1474 701
📃 Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective

📙 Journal: Informatics and Health
🗓 Publish year: 2024

🧑‍💻Authors: Shirui Yu, Aihua Li, Yifei Chen,...
🏢University: Chinese Academy of Medical Sciences, Beijing, China

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #Heterogeneous #biomedical
  • 👍 1
Post #1473 790
📄 Graph Anomaly Detection in Time Series: A Survey

📗 Journal: IEEE Access (I.F.=3.4)
🗓 Publish year: 2025

🧑‍💻Authors: Thi Kieu Khanh Ho; Ali Karami; Narges Armanfard
🏢University: McGill University, Canada

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⚡️Channel: @ComplexNetworkAnalysis
#review #time_series #anomaly
  • 👍 2
Post #1472 711
📃Network Traffic Analysis Based on Graph Neural Networks: A Scoping Review

🗓 Publish year: 2025
📘Journal: Big Data and Cognitive Computing (I.F=4.4)

🧑‍💻Authors: Ruonan Wang, Jinjing Zhao, Hongzheng Zhang,Liqiang He, Hu Li and Minhuan Huang
🏢Universities: Institute of Systems Engineering, Academy of Military Sciences, People’s Liberation Army, Beijing 100101, China.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Traffic #GNN #review
  • ❤ 1
Post #1471 766
📃Engineering Reliable Graph Neural Networks: A Systems Perspective

🗓 Publish year: 2025

🧑‍💻Authors: Giancarlo Manuele, Alessia Romano, Luca Ferri. ...
🏢Universities: University of Pisa, Sapienza University of Rome, Politecnico di Milano - Italy

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#review #gnn #scalability #relaible
  • 👍 3
Post #1470 857
🎞 Network Analysis with Gephi / Digital Tools for Research

💥Free recorded workshop

💥 This workshop will provide a hands-on introduction to network analysis and visualisation using Gephi, a free open-source tool.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Gephi #Digital_Tools #Research
  • 👍 1
Post #1469 752
📄 Visualization Tasks for Unlabelled Graphs

🗓Publish year: 2025

🧑‍💻Authors: Matt I. B. Oddo , Ryan Smith , Stephen Kobourov , ...
🏢Universities: University of British Columbia. Canada - Technical University of Munich, Germany

📎 Study the paper

📲Channel: @Bioinformatics
#review #unlabelled #network_structure
  • 👍 2
  • ❤ 1
Post #1468 845
📃Social network analysis in football: a systematic review of performance and tactical applications

🗓 Publish year: 2025
📘Journal: Frontiers in Psychology (I.F=2.9)

🧑‍💻Authors: Ricardo Alves, Gonçalo Dias, Nuno Andre Nunes,
Sergio M. Querido , and Vasco Vaz
🏢Universities: University of Coimbra, Coimbra, Portugal and University of Lisbon, Lisboa, Portugal

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #football #tactical_applications #review
  • 👍 1
Post #1467 827
📄 A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models

🗓Publish year: 2025

🧑‍💻Authors: Junjun Pan, Yu Zheng, Yue Tan, Yixin Liu
🏢University: Griffith University, Australia

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📲Channel: @Bioinformatics
#review #anomaly #transfer
  • 👍 2
Post #1466 800

Forwarded from Bioinformatics

📑 A comprehensive review of cluster methods for drug–drug interaction network

📕 Journal: Quantitative Biology (I.F.=1.4)
🗓Publish year: 2025

🧑‍💻Authors: Shuyuan Cao, Guixia Liu, Xiangrun Zhou, Ji Lv
🏢Universities: Jilin University & Zhejiang Normal University, China

📎 Study the paper

📲Channel: @Bioinformatics
#review #cluster #drug
  • 👍 5
Post #1465 876
📃Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy

🗓 Publish year: 2025

🧑‍💻Authors: Ruizhan Xue, Huimin Deng, Fang He, Maojun Wang, Zeyu Zhang
🏢University: Huazhong Agricultural University

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Trustworthy #GNN #LLM #Taxonomy #Review
  • 👍 3
Post #1464 825
📃Basic issues and challenges of statistical network analysis

🗓 Publish year: 2025
📘Journal: Communications for Statistical Applications and Methods (I.F=0.6)

🧑‍💻Authors: Jaehee Kim
🏢University: Duksung Women’s University, Korea

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #issues #challenges #statistical
  • 👍 1
Post #1462 832
📽 Introduction to Graph Theory: A Computer Science Perspective

📹 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #basics
YouTube Introduction to Graph Theory: A Computer Science Perspective In this video, I introduce the field of graph theory. We first answer the important question of why someone should even care about studying graph theory through an application perspective. Afterwards, we introduce definitions and essential terminology in…
  • ❤ 1
  • 👍 1
Post #1461 809
📃An Overview of Heterogeneous Social Network Analysis

🗓 Publish year: 2025
📘Journal: WIREs Data Mining and Knowledge Discovery (I.F=11.7 )

🧑‍💻Authors: Deepti Singh, Ankita Verma
🏢Universities: Jaypee Institute of Information Technology (Deemed University), Noida, Uttar Pradesh, India

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Heterogeneous
  • 👍 3
Post #1458 4.18K
📄 Network analysis used to investigate the symptoms of cancer patients during chemotherapy: a scoping review

🗓 Publish year: 2025
📘Journal: Discover Oncology (I.F. = 2.9)

🧑‍💻Authors: Xiaodan Shao, Na Wang, Ke Tang, Kunning Wang,...
🏢Universities: University of South China & Hengyang Medical School, University of South China, China

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #cancer #chemotherapy
  • 👍 2
  • ❤ 1
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