Handling Imbalanced Data for Real-Time Crash Prediction: Application of Boosting and Sampling Techniques
| Author(s): |
Amin Ariannezhad
(Research Assistant, Dept. of Civil and Architectural Engineering and Mechanics, Univ. of Arizona, Tucson, AZ 85721 (corresponding author))
Abolfazl Karimpour
(Graduate Research Assistant, Dept. of Civil and Architectural Engineering and Mechanics, Univ. of Arizona, Tucson, AZ 85721)
Xiao Qin (Professor, Dept. of Civil and Environmental Engineering, Univ. of Wisconsin-Milwaukee, Milwaukee, WI 53211.) Yao-Jan Wu
(Associate Professor, Dept. of Civil and Architectural Engineering and Mechanics, Univ. of Arizona, Tucson, AZ 85721)
Yasamin Salmani
(Assistant Professor of Project and Operations Management, Dept. of Management, College of Business, Bryant Univ., Smithfield, RI 02917)
|
|---|---|
| Medium: | journal article |
| Language(s): | English |
| Published in: | Journal of Transportation Engineering, Part A: Systems, March 2021, n. 3, v. 147 |
| Page(s): | 04020165 |
| DOI: | 10.1061/jtepbs.0000499 |
- About this
data sheet - Reference-ID
10580589 - Published on:
08/03/2021 - Last updated on:
08/03/2021
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