Short-term traffic flow forecasting: Multi-metric KNN with related station discovery.
Haikun HongWenhao HuangXiabing ZhouSizhen DuKaigui BianKunqing XiePublished in: FSKD (2015)
Keyphrases
- short term
- knn
- traffic flow
- k nearest neighbor
- long term
- distance function
- nearest neighbor
- short term and long term
- road traffic
- knn algorithm
- forecasting model
- k nearest neighbour
- traffic flows
- stock market
- medium term
- intelligent transport systems
- travel time
- load forecasting
- text classification
- traffic congestion
- cellular automata
- short and long term
- support vector machine svm
- data mining
- knn classification
- feature selection
- support vector machine
- arima model
- wind power
- similarity search
- long term memory
- power generation
- distance metric
- traffic light
- wind speed
- linear program