Research on Real-Time Prediction of Large Scale Datasets Based on Feature Vectors and Fuzzy Parameter Self-tuning SVR Algorithm.
Yafeng ChenXiaoming ZhangGuoqing CaoPublished in: BigComp (2018)
Keyphrases
- feature vectors
- real time
- dynamic programming
- detection algorithm
- cost function
- objective function
- search space
- optimal parameters
- synthetic datasets
- preprocessing
- k means
- prediction algorithm
- segmentation algorithm
- expectation maximization
- support vector regression
- evolutionary algorithm
- prediction error
- parameter settings
- simulated annealing
- membership functions
- fuzzy rules
- euclidean distance
- optimization algorithm
- support vector machine
- knn
- computational complexity
- similarity measure
- neural network