A Study on the Supplementary Method between RNN and CNN Model to Improve the Accuracy of Fine Dust Concentration Inference.
Hyunjong KimTaegyu KangKiseok ChoiPublished in: ICTC (2022)
Keyphrases
- study proposes
- mathematical model
- cost function
- statistical model
- prior knowledge
- computational cost
- high accuracy
- theoretical analysis
- probabilistic model
- bayesian model
- final result
- simulation study
- error rate
- sensitivity analysis
- closed form
- high precision
- prior information
- evaluation method
- regression analysis
- reconstruction method
- em algorithm
- similarity measure
- inference process
- classification method
- statistical methods
- modeling method
- detection method
- linear regression
- test data
- random fields
- energy function
- inference mechanism
- input data
- autoregressive
- linear model
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- correlation coefficient
- optimization method
- parameter estimation
- gaussian distribution
- bp neural network
- knn
- feed forward
- probability distribution
- cellular neural networks