Data mining of tree-based models to analyze freeway accident frequency

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Computing, Computer Science, Mathematics +13

Advances in knowledge discovery and data mining

Computers & Mathematics with Applications · 1996 · 3K citations

Computing, Data Science, Knowledge Management +14

The relationship between truck accidents and geometric design of road sections: Poisson versus negative binomial regressions

Shaw‐Pin Miaou · Accident Analysis & Prevention · 1994 · 780 citations

Engineering, Transportation Planning, Transport +16

Effect of roadway geometrics and environmental factors on rural freeway accident frequencies

Venkataraman N. Shankar, Fred Mannering, Woodrow Barfield · Accident Analysis & Prevention · 1995 · 732 citations

Engineering, Transportation Planning, Transport +15

Negative Binomial Analysis of Intersection-Accident Frequencies

Mark Poch, Fred Mannering · Journal of Transportation Engineering · 1996 · 578 citations

Public Health, Transportation Planning, Econometrics +16