Neural attributed community search at billion scale

J Wang, K Wang, X Lin, W Zhang, Y Zhang - Proceedings of the ACM on …, 2024 - dl.acm.org
Community search has been extensively studied in the past decades. In recent years, there
is a growing interest in attributed community search that aims to identify a community based …

Efficient maximal frequent group enumeration in temporal bipartite graphs

Y Wu, R Sun, X Wang, D Wen, Y Zhang, L Qin… - arxiv preprint arxiv …, 2024 - arxiv.org
Cohesive subgraph mining is a fundamental problem in bipartite graph analysis. In reality,
relationships between two types of entities often occur at some specific timestamps, which …

Effective Clustering on Large Attributed Bipartite Graphs

R Yang, Y Wu, X Lin, Q Wang, TN Chan… - Proceedings of the 30th …, 2024 - dl.acm.org
Attributed bipartite graphs (ABGs) are an expressive data model for describing the
interactions between two sets of heterogeneous nodes that are associated with rich …

Experimental analysis and evaluation of cohesive subgraph discovery

D Kim, S Kim, J Kim, J Kim, K Feng, S Lim, J Kim - Information Sciences, 2024 - Elsevier
Retrieving cohesive subgraphs in networks is a fundamental problem in social network
analysis and graph data management. These subgraphs can be used for marketing …

Exploring cohesive subgraphs in hypergraphs: the (k, g)-core approach

D Kim, J Kim, S Lim, HJ Jeong - Proceedings of the 32nd ACM …, 2023 - dl.acm.org
Identifying cohesive subgraphs in hypergraphs is a fundamental problem that has received
recent attention in data mining and engineering fields. Existing approaches mainly focus on …

Effective Community Detection Over Streaming Bipartite Networks (Technical Report)

N Zhang, Y Ye, YWX Lian, M Chen - arxiv preprint arxiv:2411.01424, 2024 - arxiv.org
The streaming bipartite graph is extensively used to model the dynamic relationship
between two types of entities in many real-world applications, such as movie …

Embedded Clustering by Intent: an Active Network Traffic Clustering method

J Plantinga - 2024 - studenttheses.uu.nl
Gathered data sources hold increasing significance for law enforce-ment agencies to find
evidence for criminal investigations. Network traffic stands out as one such data source …