Using Scaling Methods to Improve Support Vector Regression’s Performance for Travel Time and Volume Predictions
Book chapter, 2018
SVR
Travel time prediction
tollgate
traffic volume prediction
time series analysis
SVR with scaling
support vector regression
Author
Amanda Yan Lin
Chalmers, Computer Science and Engineering (Chalmers)
Chalmers, Mechanics and Maritime Sciences
Mengcheng Zhang
Chalmers, Computer Science and Engineering (Chalmers)
Chalmers, Mechanics and Maritime Sciences
Selpi Selpi
Chalmers, Mechanics and Maritime Sciences, Vehicle Safety
Time Series Analysis and Forecasting, Contributions to Statistics
115-127
Areas of Advance
Information and Communication Technology
Transport
Subject Categories
Information Science
Computer Science
DOI
10.1007/978-3-319-96944-2_8