Journal
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Volume 8, Issue 1, Pages 45-56Publisher
SPRINGER HEIDELBERG
DOI: 10.1007/s13042-016-0577-0
Keywords
Interval-valued fuzzy formal context; Multi-level interval-valued concept lattice; Attribute reduction
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Funding
- National Natural Science Foundation of China [11301415, 11401469]
- Research of Dynamically Reconfigurable and Programmable Architecture for 3D-Video SoC - NSFC [61272120]
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The paper introduces the multi-level intervalvalued fuzzy concept lattices in an interval-valued fuzzy formal context. It introduces the notion of multi-level attribute reductions in an interval-valued fuzzy formal context and investigates related properties. In addition, the paper formulates a corresponding attribute reduction method by constructing a discernibility matrix and its associated Boolean function. The paper also proposes the multi-level granule representation in interval-valued fuzzy formal contexts.
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