Learning Efficient Rulsets from Fuzzy Data with a Generic Algorithm.
Francisco BotanaPublished in: IWANN (1) (1999)
Keyphrases
- learning algorithm
- input data
- learning phase
- single pass
- data sets
- dynamic programming
- data analysis
- detection algorithm
- learned models
- clustering analysis
- synthetic datasets
- bayesian methods
- information loss
- incremental learning
- background knowledge
- database
- expectation maximization
- optimal solution
- evolutionary algorithm
- fuzzy membership functions
- computational complexity
- preprocessing
- noisy data
- computationally efficient
- fuzzy rules
- membership functions
- spatial data
- fuzzy clustering
- data points
- learning process
- high efficiency
- k means
- np hard
- data streams
- data structure
- data mining
- data sources