DFECTS: A Deep Fuzzy Ensemble Clusterer for Time Series.
Dechong WuJialun LiXuan MoWeigang WuPublished in: ICA3PP (1) (2023)
Keyphrases
- fuzzy sets
- fuzzy logic
- non stationary
- neural network
- fuzzy rules
- membership functions
- fuzzy clustering
- autoregressive
- training data
- dynamic time warping
- fuzzy numbers
- symbolic representation
- fuzzy set theory
- fuzzy systems
- random forest
- ensemble methods
- soft computing
- financial time series
- feature selection
- learning algorithm
- fuzzy membership functions
- pruning algorithm
- moving average
- fuzzy inference system
- base classifiers
- stock market
- decision making
- genetic algorithm