π Community Detection in Networks: Algorithms, Complexity, and Information Limits
π₯Free recorded lecture from University of Illinois at Urbana-Champaign.
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Community_Detection
π₯Free recorded lecture from University of Illinois at Urbana-Champaign.
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Community_Detection
YouTube
Community Detection in Networks: Algorithms, Complexity, and Information Limits
Detecting or estimating a dense community from a network graph offers a rich set of problems involving the interplay of algorithms, complexity, and information limits. The speaker in his talk will present an overview and recent results on the topic.
Speakerβ¦
Speakerβ¦
π Community detection in graphs (Alex Levin, PyData TLV - Oct 21)
π₯Free recorded lecture
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Community_Detection
π₯Free recorded lecture
π½ Watch
π²Channel: @ComplexNetworkAnalysis
#video #Community_Detection
YouTube
Community detection in graphs (Alex Levin, PyData TLV - Oct 21)
Community detection is a key tool in order to understand the structure of the graph. In this talk we will go over 2 popular algorithms (Louvain & BigCLAM), we will learn their theory and also see code examples..
πModularity Explained: A Metric for Community Detection in Graphs
π₯Free recorded lecture
π½ Watch
π slides
π²Channel: @ComplexNetworkAnalysis
#video #Community_Detection
π₯Free recorded lecture
π½ Watch
π slides
π²Channel: @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
πA Comprehensive Survey on Community Detection with Deep Learning
πJournal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
πPublish year: 2021
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
πJournal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
πPublish year: 2021
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
π1
2018_Community_detection_in_networks_A_multidisciplinary_review.pdf
4.8 MB
πCommunity detection in networks: A multidisciplinary review
πJournal: Journal of Network and Computer Applications(I.F=7.574)
πPublish year: 2018
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multidisciplinary #review
πJournal: Journal of Network and Computer Applications(I.F=7.574)
πPublish year: 2018
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_detection #multidisciplinary #review
π2
πCommunity Detection Algorithms in Healthcare Applications: A Systematic Review
πJournal: IEEE Access (I.F=3.476)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #Review
πJournal: IEEE Access (I.F=3.476)
πPublish year: 2023
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Healthcare #Applications #Review
π₯2
π Social Network Analysis. Lecture4. Network structure and community detection
π₯Free recorded Tutorial by Leonid E. Zhokov
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Community_Detection
π₯Free recorded Tutorial by Leonid E. Zhokov
π½ Watch
π±Channel: @ComplexNetworkAnalysis
#video #Community_Detection
YouTube
Social Network Analysis. Lecture4. Network structure and community detection
π2β€1π₯1
Application Areas of Community Detection A Review.pdf
202.1 KB
π Application Areas of Community Detection: A Review
πCongress: 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)
πPublish year: 2018
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review
πCongress: 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)
πPublish year: 2018
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review
π3
A review of clique-based overlapping community detection.pdf
1.3 MB
π A review of clique-based overlapping community detection algorithms
πJournal: Knowledge and Information Systems(I.F=2.531)
πPublish year: 2022
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review #clique
πJournal: Knowledge and Information Systems(I.F=2.531)
πPublish year: 2022
π Study the paper
π²Channel: @ComplexNetworkAnalysis
#paper #Community_Detection #Review #clique
π5
π 20 years of network community detection
πjournal: NATURE PHYSICS(I.F=19.684)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #years #community_detection
πjournal: NATURE PHYSICS(I.F=19.684)
πPublish year: 2022
πStudy paper
π±Channel: @ComplexNetworkAnalysis
#paper #years #community_detection
π3