A Modified Fuzzy K-means Clustering using Expectation Maximization.
Sara NasserRawan AlkhaldiGregory VertPublished in: FUZZ-IEEE (2006)
Keyphrases
- expectation maximization
- em algorithm
- k means
- fuzzy sets
- fuzzy logic
- membership functions
- maximum likelihood
- probabilistic model
- fuzzy numbers
- fuzzy set theory
- generative model
- fuzzy systems
- fuzzy clustering
- fuzzy rules
- mixture model
- gaussian mixture model
- image segmentation
- fuzzy inference
- fuzzy reasoning
- parameter estimation
- image processing
- database
- maximum likelihood estimation
- clustering algorithm
- soft computing
- fuzzy classification
- fuzzy information
- fuzzy ontology
- fuzzy controller
- fuzzy model
- probability density function
- bayesian framework
- data clustering
- control system
- decision making
- learning algorithm
- data sets