Multi-Time Resolution Ensemble LSTMs for Enhanced Feature Extraction in High-Rate Time Series.
Vahid BarzegarSimon LaflammeChao HuJacob DodsonPublished in: Sensors (2021)
Keyphrases
- high rate
- feature extraction
- low rate
- false alarms
- feature selection
- multivariate time series
- ensemble methods
- ensemble learning
- preprocessing
- dimension reduction
- image classification
- feature space
- dynamic time warping
- feature vectors
- non stationary
- neural network
- image processing
- training set
- random forests
- face recognition
- principal component analysis
- pattern classification
- discriminant analysis
- gabor filters
- random forest
- dimensionality reduction
- feature set
- extracted features
- texture features
- prediction accuracy
- recognition rate