Forecasting of Short-Term Daily Tourist Flow Based on Seasonal Clustering Method and PSO-LSSVM.
Keqing LiChangyong LiangWenxing LuChu LiShuping ZhaoBinyou WangPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- clustering method
- short term
- ls svm
- least squares support vector machine
- long term
- forecasting model
- bp neural network
- particle swarm optimization
- least squares
- similarity measure
- medium term
- stock market
- cluster analysis
- prediction model
- fuzzy c means
- clustering algorithm
- cross validation
- rbf neural network
- support vector machine
- load forecasting
- variable selection
- k means
- generalization ability
- input variables
- multi objective
- data fusion
- improved algorithm
- correlation coefficient
- neural network
- test set
- hyperparameters
- rough sets
- optimization algorithm
- image segmentation
- wind speed
- genetic algorithm