Fuzzy joins in MapReduce: Edit and Jaccard distance.
Ben KimmettAlex ThomoVenkatesh SrinivasanPublished in: IISA (2016)
Keyphrases
- fuzzy sets
- fuzzy logic
- similarity measure
- map reduce
- euclidean distance
- fuzzy clustering
- membership functions
- distance measure
- query optimization
- fuzzy systems
- fuzzy set theory
- kullback leibler divergence
- fuzzy controller
- parallel processing
- distance function
- cosine similarity
- clustering algorithm
- parallel computing
- high performance data mining
- data sets
- join algorithms
- sql queries
- fuzzy numbers
- fuzzy rules
- data warehouse
- data mining