Mathematical properties of soft cardinality: Enhancing Jaccard, Dice and cosine similarity measures with element-wise distance.
Sergio JiménezFabio A. GonzálezAlexander F. GelbukhPublished in: Inf. Sci. (2016)
Keyphrases
- similarity measure
- euclidean distance
- cosine measure
- distance measure
- pairwise
- feature vectors
- cosine distance
- cosine similarity
- distance metric
- mutual information
- dynamic time warping
- cosine similarity measure
- vector space model
- distance computation
- optimal matching
- similarity search
- dissimilarity measure
- distance measurement
- similarity metric
- vector space
- similarity function
- distance function
- semantic similarity
- edit distance
- similarity metrics
- kullback leibler divergence
- minimum distance
- clustering method
- similarity measurement
- longest common subsequence
- case study
- hausdorff distance
- latent semantic indexing
- image similarity
- dimensionality reduction
- nearest neighbor
- similarity computation
- real time
- information systems
- neural network