The DOI matches its Crossref record; 27 of the 27 references it cites were found in a registry or an index.
Big Data applications in real-time traffic operation and safety monitoring and improvement on urban expressways
Open accessOverview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Breiman, L. (2001) · Machine Learning · doi:10.1023/a:1010933404324 · Cited by 133,538
(1990) · Choice Reviews Online · doi:10.5860/choice.27-3338 · Cited by 35,305
Classification and Regression by randomForest
Liaw, A. I., & Wiener, M. C. (2007) · Cited by 18,594
Bias in random forest variable importance measures: Illustrations, sources and a solution
Strobl, C., Boulesteix, A.-L., Zeileis, A., & Hothorn, T. (2007) · BMC Bioinformatics · doi:10.1186/1471-2105-8-25 · Cited by 3,688
Conditional variable importance for random forests
Strobl, C., Boulesteix, A.-L., Kneib, T., Augustin, T., & Zeileis, A. (2008) · BMC Bioinformatics · doi:10.1186/1471-2105-9-307 · Cited by 3,254
Springer Science+Business Media
Технология (2013) · Betascript Publishing eBooks · Cited by 3,087
Nowak, A. S., & Collins, K. R. (2012) · CRC Press eBooks · doi:10.1201/b12913 · Cited by 1,219
Predicting Freeway Crashes from Loop Detector Data by Matched Case-Control Logistic Regression
Abdel-Aty, M., Uddin, N., Pande, A., Abdalla, M. F., & Hsia, L. (2004) · Transportation Research Record: Journal of the Transportation Research Board · doi:10.3141/1897-12 · Cited by 367
Self-citationrandomForest: Breiman and Cutlers Random Forests for Classification and Regression
Breiman, L., Cutler, A., Liaw, A., & Wiener, M. (2002) · CRAN: Contributed Packages · doi:10.32614/cran.package.randomforest · Cited by 358
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
Self-citation
Cited by
Big Data Analytics in Intelligent Transportation Systems: A Survey
Zhu, L., Yu, F. R., Wang, Y., Ning, B., & Tang, T. (2019) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2018.2815678 · Cited by 1,075
Differential Privacy Techniques for Cyber Physical Systems: A Survey
Hassan, M. U., Rehmani, M. H., & Chen, J. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2944748 · Cited by 564
Real-time crash risk prediction on arterials based on LSTM-CNN
Li, P., Abdel-Aty, M., & Yuan, J. (2020) · Accident Analysis & Prevention · doi:10.1016/j.aap.2019.105371 · Cited by 394
Self-citationA graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data
Bogaerts, T., Masegosa, A. D., Angarita-Zapata, J. S., Onieva, E., & Hellinckx, P. (2020) · Transportation Research Part C: Emerging Technologies · doi:10.1016/j.trc.2020.01.010 · Cited by 373
Anomaly detection via a Gaussian Mixture Model for flight operation and safety monitoring
Li, L., Hansman, R. J., Palacios, R., & Welsch, R. (2016) · Transportation Research Part C: Emerging Technologies · doi:10.1016/j.trc.2016.01.007 · Cited by 254
Metadata
- Authors
- Shi, Q., & Abdel-Aty, M.
- Venue
- Transportation Research Part C: Emerging Technologies
- Publisher
- Elsevier BV
- Published
- 2015-09
- Volume
- 58
- Pages
- 380-394
- ISSN
- 0968-090X (ISSN-L)
- OpenAlex
- W2104349879
- Cited by
- 414
- References
- 27
- FWCI
- 29.08
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Big Data applications in real-time traffic operation and safety monitoring and improvement on urban expressways. https://app.cochat.ai/papers/10.1016/j.trc.2015.02.022
- The paper
- Shi, Q., & Abdel-Aty, M. (2015). Big Data applications in real-time traffic operation and safety monitoring and improvement on urban expressways. Transportation Research Part C: Emerging Technologies. https://doi.org/10.1016/j.trc.2015.02.022
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.
