A novel concept lattice merging algorithm based on collision detection

作者:Zou, Caifeng; Wan, Jiafu; Cai, H.
来源:9th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, TridentCom 2014, 2014-05-05 To 2014-05-07.
DOI:10.1007/978-3-319-13326-3_48

摘要

Concept lattice has been widely used in machine learning, pattern recognition, expert systems, computer networks, data analysis, decision analysis, data mining and other fields. The algorithms of constructing concept lattices are introduced. This work proposes a novel concept lattice merging algorithm based on collision detection, which can remove the redundant information in distributed construction of concept lattice. Further research to distributed concept lattice construction algorithm is needed.

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