A Hybrid Method With Adaptive Sub-Series Clustering and Attention-Based Stacked Residual LSTMs for Multivariate Time Series Forecasting.
Fagui LiuYunsheng LuMuqing CaiPublished in: IEEE Access (2020)
Keyphrases
- hybrid method
- fcm algorithm
- clustering algorithm
- k means
- clustering method
- hybrid algorithm
- mixed data
- cluster analysis
- data points
- data clustering
- unsupervised learning
- multivariate time series
- hierarchical clustering
- categorical data
- artificial neural networks
- np hard
- document clustering
- multi objective genetic algorithm
- multivariate normal
- neuro fuzzy
- real valued
- visual attention
- self organizing maps
- anomaly detection
- support vector machine
- lower bound
- similarity measure