1. Short term prediction of highway travel time using GUHA data mining method
- Creator:
- Coufal, David and Turunen, Esko
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- data mining and many-valued logic
- Language:
- English
- Description:
- We show that prediction of travel time on a 28-km long highway section based on on-line travel time measurements with video is practicable by a data mining method. We introduce a new prediction model, a result of the GUHA style data mining analysis and tlie Total Fuzzy Similarity method. Comparing the results with the existing Traficon model, oiir model improves the travel time class prediction. The results obtained by our method are comparable to the MLP neural network model, too.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public