Home ›
Entities
› academia
› Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level
Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level
Research article (Journal of Transportation Safety & Security, 2021) · cited 10× · AI/ML
Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level
Summary
Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level is a scholarly article[1].
Key Facts
Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level. Retrieved May 24, 2026, from https://4ort.xyz/entity/use-of-a-model-based-gradient-boosting-framework-to-assess-spatial-and-non-linear-effects-of-variables-on-pedestrian-cra
MLA“Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/use-of-a-model-based-gradient-boosting-framework-to-assess-spatial-and-non-linear-effects-of-variables-on-pedestrian-cra.
BibTeX@misc{4ortxyz_use-of-a-model-based-gradient-boosting-framework-to-assess-spatial-and-non-linear-effects-of-variables-on-pedestrian-cra_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level}}, year = {2026}, url = {https://4ort.xyz/entity/use-of-a-model-based-gradient-boosting-framework-to-assess-spatial-and-non-linear-effects-of-variables-on-pedestrian-cra}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Use of a model-based gradient boosting framework to assess spatial and non-linear effects of variables on pedestrian crash frequency at macro-level — https://4ort.xyz/entity/use-of-a-model-based-gradient-boosting-framework-to-assess-spatial-and-non-linear-effects-of-variables-on-pedestrian-cra (retrieved 2026-05-24)
