A method to estimate the macroscopic fundamental diagram using limited mobile probe data.
Andrew S. NagleVikash V. GayahPublished in: ITSC (2013)
Keyphrases
- synthetic data
- data sets
- clustering method
- test data
- input data
- noisy data
- statistical methods
- prior knowledge
- detection method
- database
- data collection
- cost function
- data structure
- information loss
- training data
- image data
- significant improvement
- segmentation method
- pairwise
- missing values
- data analysis
- raw data
- method assumes
- data mining techniques
- parameter estimates
- estimation process
- correlation analysis
- high quality
- spectral clustering
- original data
- preprocessing
- spatial data
- k means
- high dimensional data
- data sources
- high accuracy