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- aggregation classification "P1".
- aggregation creator B121895.
- aggregation creator person.
- aggregation creator person.
- aggregation date "2013".
- aggregation format "application/pdf".
- aggregation hasFormat 4123273.bibtex.
- aggregation hasFormat 4123273.csv.
- aggregation hasFormat 4123273.dc.
- aggregation hasFormat 4123273.didl.
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- aggregation isPartOf urn:isbn:9781479900206.
- aggregation isPartOf urn:issn:1098-7584.
- aggregation language "eng".
- aggregation publisher "IEEE".
- aggregation rights "I have transferred the copyright for this publication to the publisher".
- aggregation subject "Science General".
- aggregation title "Quality, frequency and similarity based fuzzy nearest neighbor classification".
- aggregation abstract "This paper proposes an approach based on fuzzy rough set theory to improve nearest neighbor based classification. Six measures are introduced to evaluate the quality of the nearest neighbors. This quality is combined with the frequency at which classes occur among the nearest neighbors and the similarity w.r.t. the nearest neighbor, to decide which class to pick among the neighbor's classes. The importance of each aspect is weighted using optimized weights. An experimental study shows that our method, Quality, Frequency and Similarity based Fuzzy Nearest Neighbor (QFSNN), outperforms state-of-the-art nearest neighbor classifiers.".
- aggregation authorList BK313297.
- aggregation aggregates 4389549.
- aggregation isDescribedBy 4123273.
- aggregation similarTo FUZZ-IEEE.2013.6622340.
- aggregation similarTo LU-4123273.