Search Results - "Zou, Zhaonian"

On flexible cohesive subgraph mining by Liu, Dandan, Zou, Zhaonian

“…When characterizing the cohesion of a subgraph, many cohesive subgraph models impose various constraints on the relationship between the minimum degree of…”
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Mining Frequent Subgraph Patterns from Uncertain Graph Data by Zou, Zhaonian, Li, Jianzhong, Gao, Hong, Zhang, Shuo

“…In many real applications, graph data is subject to uncertainties due to incompleteness and imprecision of data. Mining such uncertain graph data is…”
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Distributed processing of regular path queries in RDF graphs by Guo, Xintong, Gao, Hong, Zou, Zhaonian

“…SPARQL 1.1 offers a type of navigational query for RDF systems, called regular path query (RPQ). A regular path query allows for retrieving node pairs with the…”
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SimRank on Uncertain Graphs by Zhu, Rong, Zou, Zhaonian, Li, Jianzhong

“…SimRank is a similarity measure between vertices in a graph. Recently, many algorithms have been proposed to efficiently evaluate SimRank similarities…”
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Diversified Coherent Core Search on Multi-Layer Graphs by Rong Zhu, Zhaonian Zou, Jianzhong Li

“…Mining dense subgraphs on multi-layer graphs is an interesting problem, which has witnessed lots of applications in practice. To overcome the limitations of…”
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Mining frequent subgraphs over uncertain graph databases under probabilistic semantics by Li, Jianzhong, Zou, Zhaonian, Gao, Hong

“…Frequent subgraph mining has been extensively studied on certain graph data. However, uncertainty is intrinsic in graph data in practice, but there is very few…”
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Finding top-k maximal cliques in an uncertain graph by Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang

“…Existing studies on graph mining focus on exact graphs that are precise and complete. However, graph data tends to be uncertain in practice due to noise,…”
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Scalable Processing of Massive Uncertain Graph Data: A Simultaneous Processing Approach by Zhaonian Zou, Faming Li, Jianzhong Li, Yingshu Li

“…This paper studies a novel approach to processing massive uncertain graph data. In this approach, we propose a new framework to simultaneously process a query…”
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Subgraph matching on temporal graphs by Li, Faming, Zou, Zhaonian

“…Temporal graphs are graphs whose edges are associated with timestamps. Subgraph matching on temporal graphs retrieves temporal subgraphs whose edge timestamps…”
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Community Detection On Multi-layer Graph using Intra-layer and Inter-layer Linkage Graphs (CDMIILG) by Bolorunduro, Janet Oluwasola, Zou, Zhaonian

“…Effective communication in complex networks is crucial for users and organizations, so graph theory is being used to provide solid groundwork for modeling and…”
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Multi-Layer Stochastic Block Interaction driven by Logistic Regression (MLSBI-LR) for Efficient Link Recommendation in Intra-Layer Linkage Graphs by Bolorunduro, Janet Oluwasola, Zou, Zhaonian

“…Link Recommendation (LR) in complex networks has attracted huge interest in the social and computer science communities. Numerous networks, such as…”
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Durable Subgraph Matching on Temporal Graphs by Li, Faming, Zou, Zhaonian, Li, Jianzhong

“…Durable subgraph matching on a temporal graph finds all subgraphs in the temporal graph that not only match the given query graph but also have duration longer…”
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Truss decomposition of uncertain graphs by Zou, Zhaonian, Zhu, Rong

“…The k -truss of a graph is the largest edge-induced subgraph such that every edge is contained in at least k triangles within the subgraph, where a triangle is…”
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Effective and efficient aggregation on uncertain graphs by Yin, Dan, Zou, Zhaonian, Yang, Fengyuan

“…Large-scale graphs are widely used to model the entities and their complex relations. Uncertain graphs are adopted when the relations between entities contain…”
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Top-k Reliability Search on Uncertain Graphs by Zhu, Rong, Zou, Zhaonian, Li, Jianzhong

“…Uncertain graphs have been widely used to represent graph data with inherent uncertainty in structures. Reliability search is a fundamental problem in…”
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An effective keyword search co-occurrence multi-layer graph mining approach by Bolorunduro, Janet Oluwasola, Zou, Zhaonian, Bah, Mohamed Jaward

“…A combination of tools and methods known as "graph mining" is used to evaluate real-world graphs, forecast the potential effects of a given graph’s structure…”
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Structural-Context Similarities for Uncertain Graphs by Zou, Zhaonian, Li, Jianzhong

“…Structural-context similarities between vertices in graphs, such as the Jaccard similarity, the Dice similarity, and the cosine similarity, play important…”
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Evolving subgraph matching on temporal graphs by Li, Faming, Zou, Zhaonian, Li, Jianzhong, Yang, Xiaochun, Wang, Bin

“…Given a set of query graphs and specified orders between these query graphs, the evolving subgraph matching problem finds all subgraph sets from the temporal…”
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Fast diversified coherent core search on multi-layer graphs by Zhu, Rong, Zou, Zhaonian, Li, Jianzhong

“…Mining dense subgraphs on multi-layer graphs is an interesting problem, which has witnessed lots of applications in practice. To overcome the limitations of…”
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MSDS: A Novel Framework for Multi-Source Data Selection Based Cross-Network Node Classification by He, Hui, Yang, Hongwei, Zhang, Weizhe, Wang, Yan, Zou, Zhaonian, Li, Tao

“…In this paper, we study the problem of multi-source cross-network node classification, which aims to classify unlabeled nodes in a target network by leveraging…”
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