📄Survey on Opinion Leader in Social Network using Data Mining

📘Conference: 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)

🗓Publish year: 2019

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Data_Mining

📄A survey of data mining and social network analysis based anomaly detection techniques

📘Journal: EGYPTIAN INFORMATICS JOURNAL (I.F= 4.195)

🗓Publish year: 2016

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#paper #data_mining #anomaly_detection #survey

📄Combining complex networks and data mining: Why and how

📘Journal: PHYSICS REPORTS (I.F=30.51)

🗓Publish year: 2016

📎Study paper

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#paper #data_mining

🎓Network-based Time series Analysis

📘Master’s Thesis, from SCHOOL OF SCIENCE & TECHNOLOGY, Lampada Kyriaki

🗓Publish year: 2022

📎Study Thesis

📲Channel: @ComplexNetworkAnalysis

#Thesis #Data_Science

📄Social Network Analysis using Python Data Mining

📘Conference: International Conference on Cyber and IT Service Management (CITSM)
🗓Publish year: 2020

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#paper #Python #Data_Mining

📄Graph Data Structure And Algorithms

💥Technical paper

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#paper #Graph #Data_Structure #Algorithms

📚 Knowledge Graphs

✨This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale.

🧑‍💼 authors: Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia D'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, Jose Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M Rashid, Anisa Rula, Juan Sequeda, Lukas Schmelzeisen, Steffen Staab, Antoine Zimmerman
🗓Publish year: 2021

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#Book #graph #Data_Graphs #Graph_Algorithms #Graph_Analytics #Graph_Neural_Networks #Knowledge_Graphs #Social_Networks

🎞 Network data visualization in Gephi

💥Dr. Daria Maltseva, PhD, Head, International Laboratory for Applied Network Research, HSE.

💥14th Summer School 'Methods and Tools for Social Network Analysis'.

📽 Watch

📱Channel: @ComplexNetworkAnalysis

#video #Network #data #visualization #Gephi

📃 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

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#paper #applications #health #data_science

📄Graph-Based Data Science, Machine Learning, and AI

💥Technical Paper

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#paper #Graph #AI #Data_Science #Machine_Learning

📃Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective

🗓 Publish year: 2024
📘Journal: Informatics and Health

🧑‍💻Authors: Shirui Yu , Aihua Li , Yifei Chen , Dechao Wang , Xiaoli Tang
🏢University: Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing, China

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#paper #Heterogeneous #biomedical #data_mining #review

🎓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

📃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

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#paper #Graph #data #Survey

📄 Graph Data Management and Graph Machine Learning: Synergies and Opportunities

🗓 Publish year: 2025

🧑‍💻Authors: Arijit Kha, Xiangyu Ke, Yinghui Wu
🏢University:
- Aalborg University, Denmark
- Zhejiang University, China
- Case Western Reserve University, USA

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#review #graph #machine_learning #data_management

📃Data Mining in Transportation Networks with Graph Neural Networks: A Review and Outlook

🗓 Publish year: 2025

🧑‍💻Authors: Jiawei Xue, Ruichen Tan, Jianzhu Ma, Satish V. Ukkusuri

🏢Universities: Purdue University, West Lafayette, IN, USA.
Tsinghua University, Beijing, China.

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#paper #Data_Mining #Transportation #GNN #review