基于DTW相似判定的周期性时间序列预测方法 (Prediction Method of Cyclic Time Series Based on DTW Similarity).
Wenhai LiJiayu ChengChenyang XiePublished in: 计算机科学 (2019)
Keyphrases
- dynamic time warping
- similarity measure
- similarity metric
- similarity function
- dynamic programming
- experimental evaluation
- moving average
- exponential smoothing
- prediction model
- detection method
- clustering method
- longest common subsequence
- computational complexity
- cost function
- significant improvement
- objective function
- bp neural network
- structural similarity
- autoregressive
- prediction error
- distance function
- distance metric
- matching algorithm
- segmentation method
- data sets
- similarity search
- support vector machine
- pairwise
- decision trees