Temporal kNN for short-term ocean current prediction based on HF radar observations.
Arnon JirakittayakornTeeranai KormongkolkulPeerapon VateekulKulsawasd JitkajornwanichSiam LawawirojwongPublished in: JCSSE (2017)
Keyphrases
- short term
- knn
- long term
- k nearest neighbor
- motion prediction
- load forecasting
- nearest neighbor
- wind speed
- short term prediction
- chaotic time series
- distance function
- arima model
- stock market
- similarity search
- long term memory
- short and long term
- short term and long term
- support vector machine svm
- k nearest neighbour
- text classification
- support vector machine
- medium term
- prediction model
- knn classifier
- knn algorithm
- feature selection
- wind power
- forecasting model
- neural network
- prediction accuracy
- artificial neural networks
- high dimensional
- shows significant improvements