Application of multiple SVM classifier fusion technique in freeway automatic incident detection
Zhili Cai, Guiyan Jiang · 2008
Based on stating the principle of Support Vector Machine (SVM) classifier, this paper analyses the data collected traits by fixed detectors and the traffic characteristics of freeway chiefly. Also, this paper proposes traffic pattern eigenvectors by data of several continuous time intervals for the single traffic parameter, puts forward multiple SVM classifier fusion models and operation flow, as well as analyzing results after simulation.