Papers Online Community Detection
“Online Community Detection” 태그가 달린 논문 5편 · 필터 해제
BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social
Decentralized social media platforms like Bluesky Social (Bluesky) have made it possible to publicly disclose some user behaviors with millisecond-level precision. Embracing Bluesky's principles of open-source and open-d…
BlockingGraph Neural NetworkLearning Network RepresentationsNetwork Community Partition+2Online Estimation and Community Detection of Network Point Processes for Event Streams
A common goal in network modeling is to uncover the latent community structure present among nodes. For many real-world networks, the true connections consist of events arriving as streams, which are then aggregated to f…
Community DetectionOnline Community DetectionPoint ProcessesVariational InferenceSpectral CUSUM for Online Network Structure Change Detection
Detecting abrupt changes in the community structure of a network from noisy observations is a fundamental problem in statistics and machine learning. This paper presents an online change detection algorithm called Spectr…
Change DetectionCommunity DetectionEvent DetectionOnline Community DetectionMCMC Louvain for Online Community Detection
We introduce a novel algorithm of community detection that maintains dynamically a community structure of a large network that evolves with time. The algorithm maximizes the modularity index thanks to the construction of…
ClusteringCommunity DetectionOnline Community DetectionSequential Changepoint Approach for Online Community Detection
We present new algorithms for detecting the emergence of a community in large networks from sequential observations. The networks are modeled using Erdos-Renyi random graphs with edges forming between nodes in the commun…
Community DetectionOnline Community Detection