Network Analysis Resources & Updates @complexnetworkanalysis Channel on Telegram

Network Analysis Resources & Updates

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Network Analysis Resources & Updates (English)

Are you looking to delve deeper into the world of network analysis? Look no further than our Telegram channel - 'Network Analysis Resources & Updates'! This channel, with the username '@complexnetworkanalysis', is your one-stop shop for all things related to network analysis. Whether you're a seasoned expert or just starting out in the field, you'll find valuable resources, updates, and insights to help you stay ahead of the curve.

Our channel is the perfect place to connect with like-minded individuals, share your latest findings, ask for advice, and even collaborate on new projects. Don't hesitate to reach out to our channel overseer with your questions, suggestions, promotions, newsletters, announcements, and more. We're all ears and eager to hear from you!

So, if you're ready to take your network analysis skills to the next level, join us on Telegram today. Stay informed, stay connected, and stay ahead of the game with 'Network Analysis Resources & Updates'!

Network Analysis Resources & Updates

22 Jan, 16:49

📄 Systematic Review of Fake News, Propaganda, and Disinformation: Examining Authors, Content, and Social Impact through Machine Learning

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

🧑‍💻Authors: D. Plikynas, I. Rizgelienė, G. Korvel,...
🏢University: Vilnius university, Vilnius, Lithuania

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #fake_news
373
Network Analysis Resources & Updates

21 Jan, 20:16

📃A Survey on Graph Neural Networks and its Applications in Various Domains

🗓Publish year: 2025

🧑‍💻Authors: Tejaswini R. Murgod, P. Srihith Reddy, Shamitha Gaddam, S. Meenakshi Sundaram & C. Anitha
🏢University: BNM Institute of Technology, NITTE Meenakshi Institute of Technology,

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#Paper #Survey #GNN #Application
269
Network Analysis Resources & Updates

19 Jan, 17:21

📄 A comprehensive bibliometric analysis on social network anonymization: current approaches and future directions

📕 Journal: Knowledge and Information System (I.F.=2.5)
🗓 Publish year: 2025

🧑‍💻Authors: Navid Yazdanjue, Hossein Yazdanjouei, Hassan Gharoun,...
🏢University:
- University of Technology Sydney, Ultimo, Australia
- Urmia University, Urmia &Iran University of Science and Technology, Iran

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #anonymization
320
Network Analysis Resources & Updates

18 Jan, 10:36

📃A comprehensive survey on graph neural network accelerators

🗓 Publish year: 2025
📘Journal: Frontiers of Computer Science (I.F=3.4)

🧑‍💻Authors: Jingyu LIU, Shi CHEN, Li SHEN
🏢Universities: School of Computer, National University of Defense Technology, Changsha 410073, China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #survey
343
Network Analysis Resources & Updates

17 Jan, 20:00

📃Understanding When and Why Graph Attention Mechanisms Work via Node Classification

🗓Publish year: 2024

🧑‍💻Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
🏢University: Northwestern Polytechnical University, Shanghai Artificial Intelligence Laboratory, Shanghai Jiaotong University

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#Paper #GAT #Attention #node_classification
515
Network Analysis Resources & Updates

16 Jan, 06:54

📑 Enhancing Molecular Network-Based Cancer Driver Gene Prediction Using Machine Learning Approaches: Current Challenges and Opportunities

📓 Journal: Journal of Cellular and Molecular Medicine (I.F.=4.3)
🗓Publish year: 2025

🧑‍💻Authors: Hao Zhang, Chaohuan Lin, Ying'ao Chen, ...
🏢Universities: Wenzhou Medical University - University of Chinese Academy of Sciences, China

📎 Study the paper

📲Channel: @Bioinformatics
#review #cancer #network #driver_gene #machine_learning
378
Network Analysis Resources & Updates

13 Jan, 17:38

🎞 Intro to Graph Analytics in Python

🎥 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #graph #python
740
Network Analysis Resources & Updates

11 Jan, 22:10

🎞 Machine Learning with Graphs: hyperbolic graph embeddings

💥Free recorded course by Prof. Jure Leskovec

💥 This part focused on graph representation learning in Euclidean embedding spaces. In this lecture, we introduce hyperbolic embedding spaces, which are great for modeling hierarchical, tree-like graphs. Moreover, we introduce basics for hyperbolic geometry models, which leads to the idea of hyperbolic GNNs. More details can be found in the paper: Hyperbolic Graph Convolutional Neural Networks

📽 Watch

📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #GNN #Machine_Learning
1,490
Network Analysis Resources & Updates

10 Jan, 13:12

📑Can Graph Neural Networks be Adequately Explained? A Survey

📗 Journal: ACM Computing Surveys (🔥I.F.=23.8)
🗓 Publish year: 2025

🧑‍💻Authors: Xuyan Li, Jie Wang, Zheng Yan
🏢University: Xidian University, China

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #gnn #explainability
525
Network Analysis Resources & Updates

09 Jan, 18:10

📃Exploring the use of social network analysis methods in process improvement within healthcare organizations: a scoping review

🗓 Publish year: 2024
📘Journal: BMC Health Services Research (I.F=2.7)

🧑‍💻Authors: Troy Francis، Morgan Davidson، Laura Senese، Lianne Jeffs، Reza Yousefi-Nooraie، Mathieu Ouimet، Valeria Rac، Patricia Trbovich
🏢Universities: University of Toronto, Toronto, Canada.
North York General Hospital, North York, Canada.
University Health Network, Toronto, ON, Canada.
University of Rochester, New York, USA.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #healthcare #organizations #review
534
Network Analysis Resources & Updates

07 Jan, 14:52

🎞 Link Prediction with GraphSage explained | step-by-step

🎥 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #link_prediction #gnn
551
Network Analysis Resources & Updates

06 Jan, 16:52

📃Research Output, Key Topics, and Trends in Productivity, Visibility, and Collaboration in Social Sciences Research on COVID-19: A Scientometric Analysis and Visualization

🗓 Publish year: 2024
📘Journal: SAGE Open (I.F=2)

🧑‍💻Authors: Walaa Hamdan, Hanan Alsuqaih
🏢Universities: College of Humanities and Social Sciences, Princess Nourah bint Abdulrahman University, Airport Road, P.O.Box 84428, Riyadh 11671, Saudi Arabia.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Visibility #Collaboration #Productivity #Scientometric #COVID_19 #Visualization
535
Network Analysis Resources & Updates

05 Jan, 20:19

📃A Comparison of Graph Construction Methods for Semi-Supervised Learning

📘Conference: 2018 International Joint Conference on Neural Networks (IJCNN)
🗓Publish year: 2018

🧑‍💻Authors: Didier A. Vega-Oliveros, Alneu de Andrade Lopes, Lilian Berton
🏢University: University of São Paulo

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#Paper #Semi_Supervised #network
566
Network Analysis Resources & Updates

04 Jan, 16:21

📽 Introduction to Network Analysis using NetworkX

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #networkx
613
Network Analysis Resources & Updates

03 Jan, 21:06

📃A Survey of Graph Neural Networks for Social Recommender Systems

🗓 Publish year: 2024

🧑‍💻Authors: KARTIK SHARMA, YEON-CHANG LEE, SIVAGAMI NAMBI,...

🏢Universities: Georgia Institute of Technology, Ulsan National Institute of Science and Technology, Hanyang University.

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
593
Network Analysis Resources & Updates

02 Jan, 21:03

📃Finding the Connections: A Scoping Review of Epistemic Network Analysis in Science Education

🗓 Publish year: 2024
📘Journal: Journal of Science Education and Technology (I.F=4.2)

🧑‍💻Authors: Joshua W. Reid, Jennifer Parrish, Shifath Bin Syed, Brock Couch
🏢Universities: Texas Tech University, Lubbock, TX, 79409, USA.
University of Northern Colorado, Greeley, CO, 80639, USA.
Loyola University Maryland, Baltimore, MD, 21210, USA.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Connections #Epistemic #Science #Education #review
519
Network Analysis Resources & Updates

31 Dec, 16:37

📄 Graph Artificial Intelligence in Medicine

📕 Journal: Annual Review of Biomedical Data Science (I.F.=7)

🧑‍💻Authors: Ruth Johnson, Michelle M. Li, Ayush Noori,...
🏢Universities: Harvard Medical School- Harvard John A. Paulson School of Engineering and
Applied Sciences, USA

📎 Study the paper

⚡️Channel: @ComplexNetworkAnalysis
#review #ai #medicine
601
Network Analysis Resources & Updates

30 Dec, 19:37

🎞 Introduction to Network Analysis Methodologies and Tools

💥Are you interested in the connections between people? Places? Concepts? Things? Do you want to visualize data in a way that is comprehensible to a human? Do you want to see how information flows through systems? Then network analysis is for you! This introductory workshop will introduce participants to network analysis, with an emphasis on its use for data-driven humanities research.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Methodologies #Tools
351
Network Analysis Resources & Updates

28 Dec, 08:40

📄 Network controllability of structured networks: a survey on graph-theoretical approaches

🗓 Publish year: 2024
📓 Journal: SICE Journal of Control, Measurement, and System Integration

🧑‍💻Authors: Nam-Jin Park & Hyo-Sung Ahn
🏢Universities: Gwangju Institute of Science and Technology (GIST), Korea

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #control
309
Network Analysis Resources & Updates

27 Dec, 08:31

📃Leading by the nodes: a survey of film industry network analysis and datasets

🗓 Publish year: 2024
📘Journal: Applied Network Science (I.F=1.3)

🧑‍💻Authors: Aresh Dadlani, Vi Vo, Ayushi Khemka, Sophie Talalay Harvey, Aigul Kantoro Kyzy, Pete Jones & Deb Verhoeven
🏢Universities: Department of Mathematics and Computing, Mount Royal University, Calgary, Alberta, Canada.
Faculty of Arts, University of Alberta, Edmonton, Alberta, Canada.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #nodes #film #industry #survey
357
Network Analysis Resources & Updates

25 Dec, 15:11

🎥 Social Network Analysis in Kumu Tool

📹 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #tool
384
Network Analysis Resources & Updates

23 Dec, 21:59

📃Distributed Graph Neural Network Training: A Survey

🗓 Publish year: 2023

🧑‍💻Authors: YINGXIA SHAO، HONGZHENG LI, HONGBO YIN, XIZHI GU، WENTAO ZHANG,...

🏢Universities: Beijing University of Posts and Telecommunications, Carnegie Mellon University, The Hong Kong University of Science and Technology (Guangzhou), Peking University.

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #Distributed #Survey
1,370
Network Analysis Resources & Updates

22 Dec, 03:00

📄 A Comprehensive Survey on Knowledge-Defined Networking

🗓 Publish year: 2024
📔Journal: Telecom (I.F=2.1)

🧑‍💻Authors: Patikiri Arachchige Don Shehan Nilmantha Wijesekara & Subodha Gunawardena
🏢Universities: University of Ruhuna, Sri Lanka

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #knowledge
508
Network Analysis Resources & Updates

21 Dec, 05:30

📃Can social network analysis contribute to supply chain
management? A systematic literature review and
bibliometric analysis

🗓 Publish year: 2024
📘Journal: Heliyon (I.F=3.4)

🧑‍💻Authors: Hesham Fouad, Nazar´e Rego
🏢Universities: Arab Academy for Science, Technology and Maritime Transport, Aswan, Egypt.
School of Economics and Management, University of Minho, Braga, Portugal.
NIPE, School of Economics and Management, University of Minho, Braga, Portugal.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #contribute #supply #managemen #bibliometric
652
Network Analysis Resources & Updates

19 Dec, 06:11

📑 Application of graph theory in liver research: A review

🗓 Publish year: 2024
📕Journal: Portal Hypertension & Cirrhosis

🧑‍💻Authors: Xumei Hu, Longyu Sun, Rencheng Zheng, ...
🏢Universities: Fudan University, China

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #liver #graph
3,283
Network Analysis Resources & Updates

18 Dec, 09:50

📃Public Health Using Social Network Analysis During the COVID-19 Era: A Systematic Review

🗓 Publish year: 2024
📘Journal: Information (I.F=2.4)

🧑‍💻Authors: Stanislava Gardasevic، Aditi Jaiswal، Manika Lamba، Jena Funakoshi، Kar-Hai Chu، Aekta Shah، Yinan Sun، Pallav Pokhrel، Peter Washington
🏢Universities: University of Hawai’i at Mānoa, University of Hawai’i at Mānoa, University of Oklahoma, University of Hawai’i at Mānoa, University of Pittsburgh, Unaffiliated Researcher, University of Hawai’i Cancer Center

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Health #COVID_19 #review
512
Network Analysis Resources & Updates

17 Dec, 19:27

📄 Network Analyse in R and Python

💥Technical paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis
#Network #Analyses #python #code #R
478
Network Analysis Resources & Updates

16 Dec, 19:12

📹 GitHub collaboration network

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #github
559
Network Analysis Resources & Updates

16 Dec, 18:59

📃A Comprehensive Survey on Automatic Knowledge Graph Construction

🗓 Publish year: 2023

🧑‍💻Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG,

🏢Universities: Macquarie University, Beihang University, Hefei University of Technology.

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #KnowledgeGraph #Survey
794
Network Analysis Resources & Updates

15 Dec, 08:00

📃Introducing New Node Prediction in Graph Mining:
Predicting All Links from Isolated Nodes with Graph
Neural Networks

🗓 Publish year: 2024

🧑‍💻Authors: Damiano Zanardinia, Emilio Serrano
🏢Universities: Departamento de Inteligencia Artificial, ETSI Inform´aticos, Universidad Polit´ecnica de Madrid, 28660 Boadilla del Monte, Madrid, Spain

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Node #prediction #Isolated
539
Network Analysis Resources & Updates

13 Dec, 11:36

📃Self-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review

🗓 Publish year: 2024

🧑‍💻Authors: Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss, ...
🏢Universities: Prince Sultan University, Saudi Arabia - University of Manouba, Manouba , Tunisia

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #self_supervised #gnn
625
Network Analysis Resources & Updates

12 Dec, 13:25

📃Current and future directions in network biology

🗓 Publish year: 2023
📘Journal: Bioinformatics Advances (I.F=2.4)

🧑‍💻Authors: Marinka Zitnik, Michelle M. Li, Aydin Wells, Kimberly Glass, ...

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Biology #Direction
3,343
Network Analysis Resources & Updates

11 Dec, 19:29

📃Machine Learning for Refining Knowledge Graphs: A Survey

🗓 Publish year: 2024

🧑‍💻Authors: BUDHITAMA SUBAGDJA, D. SHANTHOSHIGAA, ZHAOXIA WANG, and AH-HWEE TAN
🏢Universities: Singapore Management University

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #ML #Survey
597
Network Analysis Resources & Updates

10 Dec, 02:43

🎓Ensemble approaches for Link Prediction

📕MSc thesis from The University in Stuttgart, Germany

🗓Publish year: 2024

📎 Study thesis

⚡️Channel: @ComplexNetworkAnalysis
#thesis #link_prediction
575
Network Analysis Resources & Updates

09 Dec, 09:01

🎞 Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities

💥Temporal Graph Learning Reading Group

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Temporal #Challenges #Opportunities
563
Network Analysis Resources & Updates

07 Dec, 15:59

📄3D Clustering with Graph Theory: The Complete Guide with Python
💥 Technical paper

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#clustering #python
569
Network Analysis Resources & Updates

06 Dec, 08:51

🎞 An Introduction to Graph Neural Networks: Models and Applications

💥Free Recorded Lecture on Applications of Graph Neural Networks.
🔹Graph Neural Networks (GNN) are a general class of networks that work over graphs. By representing a problem as a graph — encoding the information of individual elements as nodes and their relationships as edges — GNNs learn to capture patterns within the graph. These networks have been successfully used in applications such as chemistry and program analysis. In this introductory talk, I will do a deep dive in the neural message-passing GNNs, and show how to create a simple GNN implementation.

📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Application
640
Network Analysis Resources & Updates

05 Dec, 20:51

📃Self-Supervised Temporal Graph Learning with Temporal and Structural Intensity Alignment

🗓 Publish year: 2024

🧑‍💻Authors: Meng Liu, Ke Liang, Yawei Zhao, Wenxuan Tu, Sihang Zhou، Xinbiao Gan, Xinwang Liu
🏢Universities: National University of Defense Technology

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #SelfSupervised
598
Network Analysis Resources & Updates

04 Dec, 18:30

📹Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping

🎞 Watch

⚡️Channel: @ComplexNetworkAnalysis
#video #gephi #instagram
925
Network Analysis Resources & Updates

03 Dec, 07:50

📃Graph Neural Networks: A Bibliometric Mapping of the Research Landscape and Applications

🗓 Publish year: 2024
📘Journal: Information (I.F=2.4)

🧑‍💻Authors: Annielle Mendes Brito da Silva, Natiele Carla da Silva Ferreira, Luiza Amara Maciel Braga, Fabio Batista Mota, Victor Maricato, Luiz Anastacio Alves
🏢Universities: Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Pontifical Catholic University of Rio de Janeiro, Karolinska Institutet

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Mapping #Landscape #Applications
388
Network Analysis Resources & Updates

02 Dec, 20:20

📃A survey of data efficient graph learning

🗓 Publish year: 2024

🧑‍💻Authors: Wei Ju, Siyu Yi , Yifan Wang , Qingqing Long , Junyu Luo , Zhiping Xiao , Ming Zhang
🏢Universities: Peking University, Nankai University,University of California Los Angeles

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #data #Survey
401
Network Analysis Resources & Updates

01 Dec, 08:44

📃Research on Topological Characteristics of Spatial Network Based on Complex Network Theory and Its Applications

🗓 Publish year: 2024
📔Journal: Mathematics (I.F=2.3)

🧑‍💻Authors: Siqin Su, Jintao Liu,Yongqi Wang, ...
🏢Universities: Civil Aviation University of China, China

📎 Study paper

⚡️Channel: @ComplexNetworkAnalysis
#review #spatial
526
Network Analysis Resources & Updates

30 Nov, 07:31

📃Network analysis and teaching excellence as a concept of relations

🗓 Publish year: 2024
📘Journal: Teaching in Higher Education (I.F=2.4)

🧑‍💻Authors: Aneta Hayes, Nick Garnett
🏢Universities: Keele University, Keele, UK.
Nottingham Trent University, Nottingham, UK.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #teaching #excellence #relations
337
Network Analysis Resources & Updates

29 Nov, 15:26

📄How Graph Neural Networks Facilitate Social Network Analysis

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #GNN
352
Network Analysis Resources & Updates

28 Nov, 05:39

📄Graph visualization: an in-depth guide

💥Technical paper from Cambridge Intelligence

🌐 Study

📲Channel: @ComplexNetworkAnalysis
#visualization
415
Network Analysis Resources & Updates

21 Nov, 07:52

📃Understanding Graph Databases: A Comprehensive Tutorial and Survey

🗓 Publish year: 2024

🧑‍💻Authors: Sydney Anuyah, Emmanuel Bolade, Oluwatosin Agbaakin
🏢Universities: Indiana University, Indianapolis, IN, USA

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Database #Tutorial #survey
1,028
Network Analysis Resources & Updates

16 Nov, 07:03

📃A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches

🗓 Publish year: 2024
🧑‍💻Authors: Bin Wu, Sifu Luo and C. Steve Suh

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review
779
Network Analysis Resources & Updates

08 Nov, 04:01

📃A Survey on Graph Neural Networks for Intrusion Detection Systems: Methods, Trends and Challenges

🗓 Publish year: 2024
📘Journal: Computers & Security (I.F=4.8)

🧑‍💻Authors: Meihui Zhong, Mingwei Lin, Chao Zhang, Zeshui Xu
🏢Universities: Fujian Normal University, Fuzhou, 350117, Fujian, China.
Shanxi University, Taiyuan, 030006, Shanxi, China.
Sichuan University, Chengdu, 610064, Sichuan, China.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Intrusion_Detection_Systems #Trends #Challenges #survey
1,009
Network Analysis Resources & Updates

30 Oct, 09:50

🎞 Social Networks and Health 2024

💥Free recorded tutorial on social network
📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #Health
902
Network Analysis Resources & Updates

29 Oct, 11:53

📄Network Analysis Visualization

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Python #code #Visualization
794
Network Analysis Resources & Updates

27 Oct, 07:58

🎓Graph Data Science and machine learning applications

📕Master Degree Thesis by Antonella Cardillo form POLITECNICO DI TORINO

🗓Publish year: 2024

📎 Study thesis

📲Channel: @ComplexNetworkAnalysis
#thesis #Graph #machine_learning #Data_Science
832
Network Analysis Resources & Updates

26 Oct, 07:54

📃A Comprehensive Survey on Automatic Knowledge Graph Construction

🗓 Publish year: 2023

🧑‍💻Authors: LINGFENG ZHONG, JIA WU, QIAN LI, HAO PENG, XINDONG WU
🏢Universities: Macquarie University, Beihang University, Hefei University of Technology

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #knowledge_graph #Survey
965
Network Analysis Resources & Updates

25 Oct, 19:38

📄Getting started with graph analysis in Python with pandas and networkx

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Python #code
957
Network Analysis Resources & Updates

18 Oct, 17:03

🎞 Theoretical Foundations of Graph Neural Networks

💥Free recorded tutorial by Petar Veličković
💥Deriving graph neural networks (GNNs) from first principles, motivating their use, and explaining how they have emerged along several related research lines.
📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Theoretical #Foundations
235
Network Analysis Resources & Updates

17 Oct, 17:16

📃Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives

📘Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics (I.F.=3.6)
🗓Publish year: 2024

🧑‍💻Authors: Yen-Che Hsiao; Abhishek Dutta
🏢University: University of Connecticut, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #pathway #network
880
Network Analysis Resources & Updates

14 Oct, 09:07

📃Artificial Intelligence for Complex Network: Potential,
Methodology and Application

🗓 Publish year: 2024

🧑‍💻Authors: Jingtao Ding, Chang Liu, Yu Zheng, Yunke Zhang, Zihan Yu, Ruikun Li, Hongyi Chen, Jinghua Piao, Huandong Wang, Jiazhen Liu, Yong Li
🏢Universities: Tsinghua University, Beijing National Research Center for Information Science and Technology (BNRist)China

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #AI #Application
987
Network Analysis Resources & Updates

02 Oct, 17:42

📃Fake news detection: A survey of graph neural network methods

🗓 Publish year: 2023
📘Journal: Fake news detection: A survey of graph neural network methods (I.F=7.2)

🧑‍💻Authors: Huyen Trang Phan, Ngoc Thanh Nguyen, Dosam Hwang
🏢Universities: Yeungnam University, Gyeongsan, South Korea.
Nguyen Tat Thanh University, Ho Chi Minh, Vietnam.
Wroclaw University of Science and Technology, Wroclaw, Poland.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Fake_news #GNN #survey
1,501
Network Analysis Resources & Updates

28 Sep, 18:30

📃Graph neural network based intelligent tutoring system: A survey

🗓 Publish year: 2024
📘Journal: Neurocomputing (I.F=5.5)

🧑‍💻Authors: Juhua Pu a, Shufei Li a, Meng Guo a, Xi Chen a, Zhang Xiong
🏢Universities: Beihang University, China.
University of International Business and Economics, China.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #tutoring_system #survey
1,178
Network Analysis Resources & Updates

23 Sep, 03:16

📃Large Language Models on Graphs: A Comprehensive Survey

🗓 Publish year: 2023
📘Journal: Computation and Language (I.F=1.8)

🧑‍💻Authors: Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Language_Models #survey
1,276
Network Analysis Resources & Updates

22 Sep, 07:40

📃A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting

🗓 Publish year: 2024
📘Journal: ACM Computing Surveys (I.F=23.8)

🧑‍💻Authors: : Manali Patel, Krupa Jariwala, CHIRANJOY CHATTOPADHYAY
🏢Universities: Sardar Vallabhbhai National Institute of Technology, Surat, India.
FLAME University, Pune, India.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Stock_Market #Forecasting #review
965
Network Analysis Resources & Updates

20 Sep, 08:20

📕Learning Analytics Methods and Tutorials

🗓Publish year: 2024

📎 Study the book

📱Channel: @ComplexNetworkAnalysis
#book #Learning #Analytics #Method #Tutorials
920
Network Analysis Resources & Updates

16 Sep, 21:12

📃Graph structural complexity

🗓 Publish year: 2024

🧑‍💻Authors: Andrew Snarskii
🏢Universities: The National Technical University of Ukraine

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #complexity #structural
1,231
Network Analysis Resources & Updates

15 Sep, 22:32

📄Graph Clustering Algorithms: Usage and Comparison

💥Technical Paper

🌐 Study

📲Channel: @ComplexNetworkAnalysis

#paper #Graph #Clustering
815
Network Analysis Resources & Updates

14 Sep, 10:52

📃Survey on Graph Neural Networks

🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)

🧑‍💻Authors: G. GKARMPOUNIS, C. VRANIS, N. VRETOS, P. DARAS
🏢Universities: Information Technologies Institute (IT)

📎 Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Graph #GNN #Survey
762
Network Analysis Resources & Updates

13 Sep, 07:38

📃A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation

🗓 Publish year: 2024

🧑‍💻Authors: Mohammad Hashemi , Shengbo Gong, Juntong Ni , Wenqi Fan , B. Aditya Prakas, Wei Jin
🏢Universities: Emory University, The Hong Kong Polytechnic University, Georgia Institute of Technology.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Reduction #Sparsification #Coarsening #Condensation #survey
780
Network Analysis Resources & Updates

09 Sep, 11:36

📃Graph theory in ecological network analysis: A systematic review for connectivity assessment

🗓 Publish year: 2024
📘Journal: Journal of Cleaner Production (I.F=9.7)

🧑‍💻Authors: Rastegar Hashemi a, Hassan Darabi a, Masoud Hashemi b, Jingxia Wang
🏢Universities: University of Tehran, Tehran, Iran.
Zabol University, Zabol, Iran.
University of Sheffield, Western Bank, S10 2TN, Sheffield, UK.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #ecological #connectivity #assessment #review
829
Network Analysis Resources & Updates

08 Sep, 18:36

📃A Comprehensive Survey on Deep Graph Representation Learning

🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)

🧑‍💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey
722
Network Analysis Resources & Updates

05 Sep, 17:25

📃Optimizing Graph Theory Algorithms for Social Network Analysis

🗓 Publish year: 2024
📘Journal: Communications on Applied Nonlinear Analysis

🧑‍💻Authors: Susanta Kumar Sahoo,Sasmita Mishra
🏢University: Department of Computer Science Engineering & Applications,IGIT Sarang, Odisha, India

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Optimizing #Algorithms
763
Network Analysis Resources & Updates

04 Sep, 14:12

📃SOCIAL NETWORK ANALYSIS: FROM GRAPH THEORY TO APPLICATIONS

🗓 Publish year: 2024
📘Journal: Social Communication

🧑‍💻Authors: Wojciech Golędzinowski, Władysław Błocki
🏢University: University of Information Technology and Management in Rzeszów

📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Applications
784
Network Analysis Resources & Updates

02 Sep, 07:10

🎞 Graph Neural Networks with Missing Node Features

💥Free recorded tutorial by Emanuele Rossi
📽 Watch

📱Channel: @ComplexNetworkAnalysis
#video #GNN #Node #Feature
838

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