Research Article

A Novel Multilevel-SVD Method to Improve Multistep Ahead Forecasting in Traffic Accidents Domain

Table 1

Series of injured people in traffic accidents due to different causes.

SeriesCausesIncidence rate

I-G1Unwise distance, inattention to traffic conditions, disrespect to red light,60%
disrespect to pedestrian passing, disrespect to stop sign,
disrespect to giving way sign, pedestrian crossing the road suddenly,
drunk driver, disrespect for giving the right of way,
and unexpected change of track

I-G2Overtaking without enough time or space, improper turns,15%
driving under the influence of alcohol, backward driving,
driving in opposite direction, recklessness in pedestrian,
pedestrian outside the allowed crossing, improper speed,
alcohol in pedestrian, and passenger gets in or gets out of a moving vehicle

I-G3Road deficiencies, mechanical failures, undetermined causes, and noncategorized causes25%