Estimating Historical Hourly Traffic Volumes via Machine Learning and Vehicle Probe Data: A Maryland Case Study.
Przemyslaw SekulaNikola MarkovicZachary Vander LaanKaveh Farokhi SadabadiPublished in: CoRR (2017)
Keyphrases
- machine learning
- data sets
- case study
- data analysis
- data collection
- historical data
- statistical analysis
- knowledge discovery
- data points
- training data
- input data
- end users
- data mining techniques
- data quality
- data sources
- image data
- data processing
- feature selection
- learning algorithm
- sensor data
- machine learning methods
- raw data
- database
- missing data