Multi-Time Resolution Ensemble LSTMs for Enhanced Feature Extraction in High-Rate Time Series.

Vahid Barzegar Simon Laflamme Chao Hu Jacob Dodson

Published 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