TGViewer
Channel Public Channel
Network Analysis Resources & Updates

Network Analysis Resources & Updates

@complexnetworkanalysis

Are you seeking assistance or eager to collaborate?
Don't hesitate to dispatch your insights, inquiries, proposals, promotions, bulletins, announcements, and more to our channel overseer. We're all ears!

Contact: @Questioner2
Open in Telegram
Subscribers
3.14K
Photos
921
Videos
0
Links
1.2K

Showing posts older than #1065 · Back to latest

Older Posts 18 shown
Post #1063 1.29K
🎞 Machine Learning with Graphs: Applications of Deep Graph Generation.

💥Free recorded course by Jure Leskovec, Computer Science, PhD

📽 Watch

📲Channel: @ComplexNetworkAnalysis

#video #course #Graph #Machine_Learning #DGNN #GNN
YouTube Stanford CS224W: ML with Graphs | 2021 | Lecture 15.4 - Applications of Deep Graph Generation For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3EwmakW Lecture 15.4: Application of Deep Graph Generative Models to Molecule Generation Jure Leskovec Computer Science, PhD Finally…
  • 👍 1
Post #1062 953
📃 Graph neural networks for clinical risk prediction based on electronic health records: A survey

📘 Journal: Journal of Biomedical Informatics (I.F=4.5)
🗓 Publish year: 2024

🧑‍💻Authors: Heloísa Oss Boll, Ali Amirahmadi, Mirfarid Musavian Ghazani, Wagner Ourique de Morais, Edison Pignaton de Freitas, Amira Soliman, Farzaneh Etminani, Stefan Byttner, Mariana Recamonde-Mendoza
🏢Universities: Universidade Federal do Rio Grande do Sul, Halmstad University

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #risk #prediction #electronic #health #survey
  • 👍 3
Post #1060 964
📃 A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics

📗 Journal: Social Network Analysis and Mining (I.F=2.8)
🗓 Publish year: 2023

🧑‍💻Authors: Mudasir Malla, Adil ; Banka, Asif Ali
🏢Universities: Islamic University of Science & Technology

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Bioinformatics #Deep_GNN #Review
  • 👍 3
  • 👏 1
Post #1059 939
📃 A Literature Review of Recent Graph Embedding Techniques for Biomedical Data

📘Conference: International Conference on Neural Information Processing
🗓 Publish year: 2021

🧑‍💻Authors: Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King
🏢University: The Chinese University of Hong Kong

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph_Embedding #Biomedical #review
  • 👍 5
Post #1058 874
📃 A survey on bipartite graphs embedding

📗 Journal: Social Network Analysis and Mining (I.F=2.8)
🗓 Publish year: 2023

🧑‍💻Authors: Edward Giamphy, Jean‑Loup Guillaume, Antoine Doucet, Kevin Sanchis
🏢Universities: La Rochelle University

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #bipartite #graph_Embedding #survey
  • 👍 4
Post #1057 1.01K
📃 Network analytics: an introduction and illustrative applications in health data science

📘 Journal: Journal of Information Technology Case and Application Research
🗓 Publish year: 2023

🧑‍💻Authors: Pankush Kalgotra, Ramesh Sharda
🏢Universities: Auburn University, Oklahoma State University

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #applications #health #data_science
  • 👍 2
  • ❤ 1
Post #1056 1.58K
📃 Understanding Graph Embedding Methods and Their Applications

📗 Journal: Society for Industrial and Applied Mathematic (I.F=1.698)
🗓 Publish year: 2021

🧑‍💻Authors: Mengjia Xu
🏢Universities: Massachusetts Institute of Technology

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Applications #graph_Embedding
  • 👍 2
Post #1055 4.86K
📃 Graph-Theoretical Analysis of Biological Networks: A Survey

📘 Journal: Computation (I.F=2.2)
🗓 Publish year: 2023

🧑‍💻Author: Kayhan Erciyes
🏢University: Marmara University

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Biological #Survey
  • 👍 5
Post #1054 915
📄Network graph

💥Technical Paper

💥 A network graph is a chart that displays relations between elements (nodes) using simple links. Network graph allows us to visualize clusters and relationships between the nodes quickly; the chart is often used in industries such as life science, cybersecurity, intelligence, etc.

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #code #Visualisation
Highcharts Blog | Highcharts Network graph – Highcharts Blog | Highcharts Learn how to create an interactive network graph using Highcharts.
  • 👍 4
  • 🔥 3
  • 👏 1
Post #1052 958
📃 The importance of graph databases and graph learning for clinical applications

📗 Journal: The Journal of Biological Databases & Curation (I.F=4.6)
🗓 Publish year: 2023

🧑‍💻Authors: Daniel Walke, Daniel Micheel, Kay Schallert, Thilo Muth, David Broneske, Gunter Saake, Robert Heyer
🏢Universities: Otto von Guericke University

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #clinical_applications #graph_learning
  • 👍 8
Post #1051 5.37K
📃 Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions

🗓 Publish year: 2023

🧑‍💻Authors: Fang Li, Yi Nian, Zenan Sun, Cui Tao
🏢Universities: the University of Texas Health Science Center at Houston

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #Biomedicine #GRL
  • 👍 4
  • 👏 1
Post #1050 956
📄Graph Neural Networks

💥In this video, you will learn the application of neural networks on graphs.

💥Graph Neural Networks (GNNs) have recently gained increasing popularity in both applications and research, including domains such as social networks, knowledge graphs, recommender systems, and bioinformatics. While the theory and math behind GNNs might first seem complicated, the implementation of those models is quite simple and helps in understanding the methodology. Therefore, this webinar will discuss the implementation of basic network layers of a GNN, namely graph convolutions, and attention layers. Finally, we will apply a GNN on a node-level, edge-level, and graph-level tasks.

🎞Watch: part1 part2
👨‍💻Code

📲Channel: @ComplexNetworkAnalysis

#Video #Graph #code #python #Colab #GNN
YouTube Tutorial 7: Graph Neural Networks (Part 1) In this tutorial, we will discuss the application of neural networks on graphs. Graph Neural Networks (GNNs) have recently gained increasing popularity in both applications and research, including domains such as social networks, knowledge graphs, recommender…
  • 👍 5
  • ❤ 1
Post #1049 5.32K
Human_DNARNA_motif_mining_using_deep_learning_methods_a_scoping.pdf2.3 MB
📃 Human DNA/RNA motif mining using deep-learning methods: a scoping review

📘 Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F=1.077)
🗓 Publish year: 2023

🧑‍💻Authors: Rajashree Chaurasia & Udayan Ghose
🏢Universities: Guru Gobind Singh Indraprastha University

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#paper #motif #education #review #DNA #RNA #deep_learning
  • 👍 4
  • ❤ 1
Post #1046 790

Forwarded from Bioinformatics

📄Application of Multilayer Network Models in Bioinformatics

📗 Journal: Oral Diseases (I.F.=3.7)
🗓 Publish year: 2023

🧑‍💻Authors: Yuanyuan Lv, Shan Huang, Tianjiao Zhang. Bo Gao
🏢Universities: Hainan Normal University, Haikou, China - Northeast Forestry University, Harbin, China

📎 Study the paper

📲Channel: @Bioinformatics
#review #multilayer #network
  • 👍 5
Post #1045 1.16K
📃 Graph Condensation: A Survey

🗓 Publish year: 2024

🧑‍💻Authors: Xinyi Gao, Junliang Yu, Wei Jiang, Tong Chen, Wentao Zhang, Hongzhi Yin
🏢Universities: The University of Queensland, Brisbane, Australia and Peking University, Beijing, China

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Condensation #Survey
  • 👍 1
Post #1044 1.37K
📃 Drug-drug interactions prediction based on deep learning and knowledge graph: a review

📘 Journal: iScience (I.F=6.107)
🗓 Publish year: 2024

🧑‍💻Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
🏢University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China

📎 Study the paper

📱Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
  • 👍 1
Older posts →
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →