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Efficient Algorithms for Temporal Path Computation

delete2016-11-01
delete71
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AI
邬欢欢 (Huanhuan Wu) *
J
James Cheng
Y
Yiping Ke
S
Silu Huang
Y
Yuzhen Huang
吴贺俊 cover
吴贺俊 (Hejun Wu)
DOI:10.1109/TKDE.2016.2594065delete
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Abstract

Abstract

En 中文
Shortest path is a fundamental graph problem with numerous applications. However, the concept of classic shortest path is insufficient. In this paper, we study various concepts of shortest path in temporal graphs, called minimum temporal paths. Computing these minimum temporal paths is challenging as subpaths of a shortest path may not be shortest in a temporal graph. We propose efficient algorithms to compute minimum temporal paths and verified their efficiency using large real-world temporal graphs.
Keywords:
Temporal graphs
temporal path
parallel temporal path algorithms
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Journal

IEEE Transactions on Knowledge and Data Engineering cover
IEEE Transactions on Knowledge and Data Engineering
IF:
10.4
Papers:
6.7K
Citations:
3.2W

Organization

S
Sun Yat Sen University
Scholars:
9.9W
Papers: 7.2W
Citations: 95
N
Nanyang Technological University
Scholars:
4.9W
Papers: 4.8W
Citations: 8.1W
C
Chinese University of Hong Kong
Scholars:
3.4W
Papers: 3.2W
Citations: 5.6W
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