🎞Modularity Explained: A Metric for Community Detection in Graphs
💥Free recorded lecture
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📄 slides
📲Channel: @ComplexNetworkAnalysis
#video #Community_Detection
💥Free recorded lecture
📽 Watch
📄 slides
📲Channel: @ComplexNetworkAnalysis
#video #Community_Detection
YouTube
Modularity Explained: A Metric for Community Detection in Graphs
You can find the slides here: https://docs.google.com/presentation/d/1FiIPhd64LzqSeZ1axb7MKBTjkjMsF5bjqljIKrx8k18/edit?usp=sharing
📄A Comprehensive Survey on Community Detection with Deep Learning
📘Journal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
📘Journal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
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2018_Community_detection_in_networks_A_multidisciplinary_review.pdf
4.8 MB
📄Community detection in networks: A multidisciplinary review
📘Journal: Journal of Network and Computer Applications(I.F=7.574)
🗓Publish year: 2018
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📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multidisciplinary #review
📘Journal: Journal of Network and Computer Applications(I.F=7.574)
🗓Publish year: 2018
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multidisciplinary #review
👍2
📄Community Detection Algorithms in Healthcare Applications: A Systematic Review
📘Journal: IEEE Access (I.F=3.476)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #Review
📘Journal: IEEE Access (I.F=3.476)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #Review
🔥2
🎞 Social Network Analysis. Lecture4. Network structure and community detection
💥Free recorded Tutorial by Leonid E. Zhokov
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📱Channel: @ComplexNetworkAnalysis
#video #Community_Detection
💥Free recorded Tutorial by Leonid E. Zhokov
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📱Channel: @ComplexNetworkAnalysis
#video #Community_Detection
YouTube
Social Network Analysis. Lecture4. Network structure and community detection
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Application Areas of Community Detection A Review.pdf
202.1 KB
📑 Application Areas of Community Detection: A Review
📘Congress: 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review
📘Congress: 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)
🗓Publish year: 2018
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📲Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review
👍3
A review of clique-based overlapping community detection.pdf
1.3 MB
📑 A review of clique-based overlapping community detection algorithms
📘Journal: Knowledge and Information Systems(I.F=2.531)
🗓Publish year: 2022
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📲Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review #clique
📘Journal: Knowledge and Information Systems(I.F=2.531)
🗓Publish year: 2022
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📲Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review #clique
👏5
📄 20 years of network community detection
📘journal: NATURE PHYSICS(I.F=19.684)
🗓Publish year: 2022
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📱Channel: @ComplexNetworkAnalysis
#paper #years #community_detection
📘journal: NATURE PHYSICS(I.F=19.684)
🗓Publish year: 2022
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #years #community_detection
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📄 A survey of community detection methods in multilayer networks
📘journal: Data Mining and Knowledge Discovery (I.F=5.406)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #methods #multilayer #survey
📘journal: Data Mining and Knowledge Discovery (I.F=5.406)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #methods #multilayer #survey
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📄 Community detection for multilayer weighted networks
📘journal: Information Sciences(I.F=8.233)
🗓Publish year: 2022
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📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multilayer #weighted_networks
📘journal: Information Sciences(I.F=8.233)
🗓Publish year: 2022
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📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multilayer #weighted_networks
👍2
📄Network Analysis Based on Important Node Selection and Community Detection
📘journal: MATHEMATICS-BASEL(I.F= 2.4)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Important_Nodes #Community_Detection
📘journal: MATHEMATICS-BASEL(I.F= 2.4)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Important_Nodes #Community_Detection
📄Community Detection
💥Technical paper
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📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python #Community_Detection
💥Technical paper
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📲Channel: @ComplexNetworkAnalysis
#paper #Graph #code #python #Community_Detection
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🎞 Machine Learning with Graphs: Community Detection in Network, Network Communities, Louvain Algorithm, Detecting Overlapping Communities
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥In this lecture, introduce methods that build on the intuitions presented in the previous part to identify clusters within networks. We define modularity score Q that measures how well a network is partitioned into communities. We also introduce null models to measure expected number of edges between nodes to compute the score. Using this idea, we then give a mathematical expression to calculate the modularity score. Finally, we can develop an algorithm to find communities by maximizing the modularity..
📽 Watch: part1 part2 part3 part4
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #Community_Detection
💥Free recorded course by Jure Leskovec, Computer Science, PhD
💥In this lecture, introduce methods that build on the intuitions presented in the previous part to identify clusters within networks. We define modularity score Q that measures how well a network is partitioned into communities. We also introduce null models to measure expected number of edges between nodes to compute the score. Using this idea, we then give a mathematical expression to calculate the modularity score. Finally, we can develop an algorithm to find communities by maximizing the modularity..
📽 Watch: part1 part2 part3 part4
📲Channel: @ComplexNetworkAnalysis
#video #course #Graph #Machine_Learning #Community_Detection
YouTube
Stanford CS224W: ML with Graphs | 2021 | Lecture 13.1 - Community Detection in Networks
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3Eu4Xss
Jure Leskovec
Computer Science, PhD
In this lecture, we first introduce the community structure of graphs and information…
Jure Leskovec
Computer Science, PhD
In this lecture, we first introduce the community structure of graphs and information…
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📄Community Detection Algorithms in Healthcare
Applications: A Systematic Review
📘 journal: IEEE Access (I.F=3.9)
🗓Publish year: 2023
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #review
Applications: A Systematic Review
📘 journal: IEEE Access (I.F=3.9)
🗓Publish year: 2023
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📱Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #review
👍3
🎞 Community Detection in R in 2021 and Beyond, Part 1
💥2021 Social Networks Workshop
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📱Channel: @ComplexNetworkAnalysis
#video #Community_Detection #R
💥2021 Social Networks Workshop
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📱Channel: @ComplexNetworkAnalysis
#video #Community_Detection #R
YouTube
Community Detection in R in 2021 and Beyond, Part 1
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📄A Survey on the Recent Advances of Deep Community Detection
📘 Journal: APPLIED SCIENCES-BASEL (I.F=2.7)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Deep #Community_Detection #survey
📘 Journal: APPLIED SCIENCES-BASEL (I.F=2.7)
🗓Publish year: 2021
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📱Channel: @ComplexNetworkAnalysis
#paper #Deep #Community_Detection #survey
👍4
🎞Community detection (clustering network data) and modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
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📲Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
💥Free recorded course by Prof. Samin Aref
💥Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal partitions
📽 Watch
📲Channel: @ComplexNetworkAnalysis
#video #Graph #Community_detection #modularity
YouTube
Lec 34: Community detection (clustering network data) and modularity
Data Science Methods and Statistical Learning, University of Toronto
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal…
Prof. Samin Aref
Community detection (clustering network data), optimization-based community detection, Zachary Karate club, modularity function, maximum-modularity partitions, optimal…
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Quantum_Social_Network_Analysis_for_Community_Detection_A_Comprehensive.pdf
706.6 KB
📃 Quantum-Social Network Analysis for Community Detection: A Comprehensive Review
🗓 Publish year: 2024
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Samya Muhuri; Shashank Sheshar Singh
🏢University: Thapar Institute of Engineering and Technology
🗺 Country: India
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📲Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
🗓 Publish year: 2024
📘Journal: IEEE Transactions on Computational Social Systems (I.F: 5.61)
🧑💻Authors: Samya Muhuri; Shashank Sheshar Singh
🏢University: Thapar Institute of Engineering and Technology
🗺 Country: India
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #Quantum #Social_Network #Community_Detection #Review
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📃Community detection in social networks using machine learning: a systematic mapping study
🗓 Publish year: 2024
📘Journal: Knowledge and Information Systems (I.F=2.5)
🧑💻Authors: Mahsa Nooribakhsh, Marta Fernández-Diego, Fernando González-Ladrón-De-Guevara. Mahdi Mollamotalebi
🏢University: Universitat Politècnica de València, Camino de Vera, s/n, 46022, Valencia, Spain and Islamic Azad University, Qazvin, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #Machine_learning #mapping
🗓 Publish year: 2024
📘Journal: Knowledge and Information Systems (I.F=2.5)
🧑💻Authors: Mahsa Nooribakhsh, Marta Fernández-Diego, Fernando González-Ladrón-De-Guevara. Mahdi Mollamotalebi
🏢University: Universitat Politècnica de València, Camino de Vera, s/n, 46022, Valencia, Spain and Islamic Azad University, Qazvin, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Community_detection #Machine_learning #mapping
📄 Community Detection Methods Based on Exploiting Attributes and Interactions on Social Networks: A Survey and Future Directions
📗 Journal: Vietnam Journal of Computer Science (I.F.=1.1)
🗓 Publish year: 2025
🧑💻Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
🏢Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
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⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
📗 Journal: Vietnam Journal of Computer Science (I.F.=1.1)
🗓 Publish year: 2025
🧑💻Authors: Hai Bang Truong, Mirjana Ivanovic, and Van Cuong Tran
🏢Universities: University of Information Technology & Quang Binh University, Vietnam - University of Novi Sad, Serbia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #community_detection
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