Evaluating the Effect of Time Series Segmentation on STARIMA-based Traffic Prediction model

Abstract

As the interest for developing intelligent transportation systems increases, the necessity for effective traffic prediction techniques becomes profound. Urban short-term traffic prediction has proven to be an interesting yet... [ view full abstract ]

Authors

Athanasios Salamanis (Centre for Research and Technology Hellas, Information Technologies Institute), Polykarpos Meladianos (Athens University of Economics and Business), Dionysios Kehagias (Centre for Research and Technology Hellas, Information Technologies Institute), Dimitrios Tzovaras (Centre for Research and Technology Hellas, Information Technologies Institute)

Topic Areas

Data Mining and Data Analysis , Theory and Models for Optimization and Control , Traffic Theory for ITS , Road Traffic Management , Traffic Control

Session

Th-D7 » Data Mining and Data Analysis V (15:30 - Thursday, 17th September, La Palma)