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Several research initiatives have been proposed for computing similaritybetween two Fuzzy Sets in analysis through Fuzzy Rough Sets. These techniquesyield two measures viz. lower similarity and upper similarity. While in mostapplications only one entity is useful to further analysis and for drawingconclusions. The aim of this paper is to propose novel technique to combineFuzzy Rough Set based lower similarity and upper similarity using FuzzyInference Engine. Further, the proposed approach is applied to the problemcomputing sentence similarity and have been evaluated on SICK2014 dataset.

Computing Fuzzy Rough Set based Similarities with Fuzzy Inference and Its Application to Sentence Similarity Computations