Title :
Time related association rules mining with attributes accumulation mechanism applied to large-scale traffic system
Author :
Wang, Xiaoli ; Mabu, Shingo ; Zhou, Huiyu ; Hirasawa, Kotaro
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Fukuoka, Japan
Abstract :
In this paper, a data mining method using Genetic Network Programming (GNP) will be introduced and its effectiveness and efficiency will be studied using an existing large-scale traffic simulation system. The results of simulation will also be described.
Keywords :
data mining; genetic algorithms; traffic engineering computing; attribute accumulation mechanism; data mining; genetic network programming; large-scale traffic simulation system; time related association rule mining; Association rules; Databases; Economic indicators; Programming; Roads; Vehicles; Attribute Accumulation; Classification; Data Mining; Evolution; GNP; Traffic Prediction;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8
