Multivariate time-series classification of sleep patterns using a hybrid deep learning architecture.
Jeonghan HongJunho YoonPublished in: Healthcom (2017)
Keyphrases
- multivariate time series
- deep learning
- multivariate time series data
- dimension reduction
- unsupervised learning
- machine learning
- temporal patterns
- pattern recognition
- feature selection
- image classification
- autoregressive
- feature extraction
- object recognition
- supervised learning
- decision trees
- mental models
- temporal data
- support vector
- feature space
- feature vectors
- high dimensionality
- pattern mining
- text classification
- data sets
- categorical data
- data mining techniques
- learning algorithm
- data mining