A Method for City-Wide PoI-Level Congestion Prediction via Assimilation of Actual and Simulation-Based PoI Congestion Data.
Haruka SakagamiOsamu YamadaYuki MatsudaHirohiko SuwaKeiichi YasumotoPublished in: SMARTCOMP (2024)
Keyphrases
- synthetic data
- data sets
- noisy data
- prior information
- test data
- correlation analysis
- data collection
- prior knowledge
- predictive model
- training data
- input data
- data analysis
- missing data
- database
- statistical methods
- objective function
- knowledge discovery
- prediction error
- data sources
- training samples
- prediction accuracy
- computational complexity
- model selection
- support vector machine
- missing values
- data points
- neural network
- information loss
- k means