A Novel Cluster Prediction Approach Based on Locality-Sensitive Hashing for Fuzzy Clustering of Categorical Data.
Toan Nguyen MauYasushi InoguchiVan-Nam HuynhPublished in: IEEE Access (2022)
Keyphrases
- fuzzy clustering
- cluster analysis
- categorical data
- locality sensitive hashing
- clustering algorithm
- fuzzy c means
- fuzzy c means clustering algorithm
- nearest neighbor
- fuzzy clustering algorithm
- data mining
- cluster centers
- nearest neighbor search
- k means
- similarity search
- possibilistic clustering
- fuzzy clustering algorithms
- clustering method
- brute force
- hash functions
- data mining techniques
- knn
- sift features
- metric space
- indexing techniques
- data analysis
- range queries
- unsupervised learning
- multimedia retrieval
- space efficient
- membership functions
- pattern recognition
- binary codes
- data streams
- hamming distance
- computer vision
- machine learning
- databases