A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural Network.
Arash GharehbaghiMaria LindénPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- machine learning
- neural network
- high accuracy
- high precision
- similarity measure
- pattern recognition
- preprocessing
- pairwise
- prediction model
- cost function
- unsupervised learning
- neural network is trained
- multivariate time series
- dynamic time warping
- statistical methods
- model selection
- signal processing
- information extraction
- support vector machine
- detection method
- segmentation method
- significant improvement
- active learning
- independent component analysis
- artificial neural networks
- objective function
- computer vision
- genetic algorithm