APPUCATIONS OF MACHINE LEARNING TO CONSTRUCTION SAFElY
Tomasz Arciszewski, Mümtaz Usmen · 1993
This paper discusses potential applications of machine learning in construction safety. Both learning about accidents and their prevention are described, including examples which demonstrate practical applications of machine learning. Examples were developed using actual aCCident records and two learning systems: ROUGH. based on the theory of rough sets. and IN LEN . based on the STAR methodology. The paper also discusses future research needs and directions.