An integrated approach implementing sliding window and DTW distance for time series forecasting tasks.
Zhifu TaoQinghua XuXi LiuJinpei LiuPublished in: Appl. Intell. (2023)
Keyphrases
- sliding window
- data streams
- distance measure
- fixed size
- space efficient
- variable size
- dynamic time warping
- streaming data
- euclidean distance
- stream data
- window size
- limited memory
- distance function
- skyline queries
- artificial neural networks
- fixed width
- closed frequent itemsets
- window sizes
- streaming time series
- data mining
- nearest neighbor
- knn
- search algorithm
- similarity measure