Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification.
Kaleb E. SmithPhillip WilliamsKaylen J. BryanMitchell SolomonMax BleRana HaberPublished in: IJCNN (2018)
Keyphrases
- neural network
- k means
- neural nets
- learning scheme
- detection method
- significant improvement
- clustering method
- objective function
- interpolation method
- pattern recognition
- prior knowledge
- supervised learning
- high accuracy
- unsupervised learning
- preprocessing
- learning rules
- learning tasks
- sampling algorithm
- spline interpolation
- probabilistic model
- learning process
- artificial neural networks
- similarity measure
- learning algorithm