The DOI matches its Crossref record; 23 of the 23 references it cites were found in a registry or an index.
Data mining of tree-based models to analyze freeway accident frequency
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Cites
Classification and Regression Trees.
Ryzin, J. V., Breiman, L., Friedman, J. H., Olshen, R. A., & Stone, C. J. (1986) · Journal of the American Statistical Association · doi:10.2307/2288003 · Cited by 20,825
Harrell, F. E. (2001) · Springer Series in Statistics · doi:10.1007/978-1-4757-3462-1 · Cited by 9,195
Harrell (2015) · Springer Series in Statistics · doi:10.1007/978-3-319-19425-7 · Cited by 6,878
Advances in knowledge discovery and data mining
(1996) · Computers & Mathematics with Applications · doi:10.1016/s0898-1221(96)90007-3 · Cited by 2,971
Statistical and Econometric Methods for Transportation Data Analysis
Washington, S. P., Karlaftis, M. G., & Mannering, F. (2003) · Chapman & Hall/CRC eBooks · doi:10.1201/9780203497111 · Cited by 1,901
Miaou, S.-P. (1994) · Accident Analysis & Prevention · doi:10.1016/0001-4575(94)90038-8 · Cited by 770
Effect of roadway geometrics and environmental factors on rural freeway accident frequencies
Shankar, V., Mannering, F., & Barfield, W. (1995) · Accident Analysis & Prevention · doi:10.1016/0001-4575(94)00078-z · Cited by 718
Knowledge management and data mining for marketing
Shaw, M. J., Subramaniam, C., Tan, G. W., & Welge, M. E. (2001) · Decision Support Systems · doi:10.1016/s0167-9236(00)00123-8 · Cited by 575
Data mining techniques for customer relationship management
Rygielski, C., Wang, J.-C., & Yen, D. C. (2002) · Technology in Society · doi:10.1016/s0160-791x(02)00038-6 · Cited by 508
Lee, J., & Mannering, F. (2002) · Accident Analysis & Prevention · doi:10.1016/s0001-4575(01)00009-4 · Cited by 491
Cited by
Utilizing support vector machine in real-time crash risk evaluation
Yu, R., & Abdel-Aty, M. (2013) · Accident Analysis & Prevention · doi:10.1016/j.aap.2012.11.027 · Cited by 317
Machine learning applied to road safety modeling: A systematic literature review
Silva, P. B., Andrade, M., & Ferreira, S. (2020) · Journal of Traffic and Transportation Engineering (English Edition) · doi:10.1016/j.jtte.2020.07.004 · Cited by 162
Metadata
- Authors
- Chang, L.-Y., & Chen, W.-C.
- Venue
- Journal of Safety Research
- Publisher
- Elsevier BV
- Published
- 2005-01
- Volume
- 36
- Issue
- 4
- Pages
- 365-375
- ISSN
- 0022-4375 (ISSN-L)
- OpenAlex
- W2080911646
- Cited by
- 417
- References
- 23
- FWCI
- 19.14
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Data mining of tree-based models to analyze freeway accident frequency. https://app.cochat.ai/papers/10.1016/j.jsr.2005.06.013
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- Chang, L.-Y., & Chen, W.-C. (2005). Data mining of tree-based models to analyze freeway accident frequency. Journal of Safety Research. https://doi.org/10.1016/j.jsr.2005.06.013
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
