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Diversified top-k clique search
Maximal clique enumeration is a fundamental problem in graph theory and has been
extensively studied. However, maximal clique enumeration is time-consuming in large …
extensively studied. However, maximal clique enumeration is time-consuming in large …
Real-time influence maximization on dynamic social streams
Influence maximization (IM), which selects a set of $ k $ users (called seeds) to maximize the
influence spread over a social network, is a fundamental problem in a wide range of …
influence spread over a social network, is a fundamental problem in a wide range of …
Critical nodes for distance‐based connectivity and related problems in graphs
This study considers a class of critical node detection problems that involves minimization of
a distance‐based connectivity measure of a given unweighted graph via the removal of a …
a distance‐based connectivity measure of a given unweighted graph via the removal of a …
A fast tri-individual memetic search approach for the distance-based critical node problem
The distance-based critical node problem involves identifying a subset of nodes in a graph
such that the removal of these nodes leads to a residual graph with the minimum distance …
such that the removal of these nodes leads to a residual graph with the minimum distance …
Diversified temporal subgraph pattern mining
Many graphs in real-world applications, such as telecommunications networks, social-
interaction graphs and co-authorship graphs, contain temporal information. However …
interaction graphs and co-authorship graphs, contain temporal information. However …
Better streaming algorithms for the maximum coverage problem
We study the classic NP-Hard problem of finding the maximum k-set coverage in the data
stream model: given a set system of m sets that are subsets of a universe 1,…, n {1,...,n\}, find …
stream model: given a set system of m sets that are subsets of a universe 1,…, n {1,...,n\}, find …
Diversified top-k subgraph querying in a large graph
Z Yang, AWC Fu, R Liu - … of the 2016 International Conference on …, 2016 - dl.acm.org
Subgraph querying in a large data graph is interesting for different applications. A recent
study shows that top-k diversified results are useful since the number of matching subgraphs …
study shows that top-k diversified results are useful since the number of matching subgraphs …
Diversified coherent core search on multi-layer graphs
Mining dense subgraphs on multi-layer graphs is an interesting problem, which has
witnessed lots of applications in practice. To overcome the limitations of the quasi-clique …
witnessed lots of applications in practice. To overcome the limitations of the quasi-clique …
Efficient radius-bounded community search in geo-social networks
Driven by real-life applications in geo-social networks, we study the problem of computing
radius-bounded-cores (RB--cores) that aims to find communities satisfying both social and …
radius-bounded-cores (RB--cores) that aims to find communities satisfying both social and …
Tight space-approximation tradeoff for the multi-pass streaming set cover problem
S Assadi - Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI …, 2017 - dl.acm.org
We study the classic set cover problem in the streaming model: the sets that comprise the
instance are revealed one by one in a stream and the goal is to solve the problem by making …
instance are revealed one by one in a stream and the goal is to solve the problem by making …