A Sample-Rebalanced Outlier-Rejected k-Nearest Neighbor Regression Model for Short-Term Traffic Flow Forecasting.
Lingru CaiYidan YuShuangyi ZhangYouyi SongZhi XiongTeng ZhouPublished in: IEEE Access (2020)
Keyphrases
- short term
- regression model
- k nearest neighbor
- traffic flow
- knn
- long term
- nearest neighbor
- forecasting model
- cellular automata
- prediction model
- load forecasting
- model selection
- travel time
- floating car data
- support vector regression
- linear model
- support vector machine
- short term and long term
- medium term
- neural network
- support vector machine svm
- stock market
- text classification
- arima model
- nearest neighbour
- power generation
- data sets
- k nearest neighbour
- wind speed