Fuzzy ID3 algorithm on linguistic dataset by using WABL defuzzification method.
Suzan Kantarci-SavasEfendi N. NasibovPublished in: FUZZ-IEEE (2017)
Keyphrases
- high accuracy
- dynamic programming
- preprocessing
- improved algorithm
- computational cost
- synthetic and real images
- computational complexity
- significant improvement
- cost function
- experimental evaluation
- fuzzy membership functions
- recognition algorithm
- k means
- objective function
- detection algorithm
- optimization algorithm
- convergence rate
- detection method
- theoretical analysis
- matching algorithm
- classification algorithm
- support vector machine svm
- computationally efficient
- input data
- selection algorithm
- fuzzy sets
- optimization method
- segmentation algorithm
- em algorithm
- learning algorithm
- experimental study
- probabilistic model
- segmentation method
- fuzzy logic
- tree structure
- estimation algorithm
- linguistic variables
- expectation maximization
- center location
- mathematical model
- clustering method
- classification method
- support vector machine
- neural network
- artificial and real world datasets
- fuzzy inference system
- energy function
- simulated annealing
- genetic algorithm