Paper Info
Title
Gaining insights into road traffic data through genetic improvement.
Abstract
We argue that Genetic Improvement can be successfully used for enhancing road traffic data mining. This would support the relevant decision makers with extending the existing network of devices that sense and control city traffic, with the end goal of improving vehicle flow and reducing the frequency of road accidents. Our position results from a set of preliminary observations emerging from the analysis of open access road traffic data collected in real time by the Birmingham City Council.
Year
DOI
Venue
2017
10.1145/3067695.3082523
GECCO (Companion)
Keywords
Field
DocType
Genetic Improvement, symbolic regression, data mining
Computer science,Operations research,Road traffic,Symbolic regression
Conference
Citations 
PageRank 
References 
0
0.34
2
Authors
4
Name
Order
Citations
PageRank
Anikó Ekart156462.28
Alina Patelli253.30
victoria lush332.10
Elisabeth Ilie-Zudor4144.35