Prediction Interval of Bus Travel Time Based on ELM
Yan, Miaomiao; Zhou, Ke;
Prediction Interval of Bus Travel Time Based on ELM
To capture the uncertainty of bus travel time prediction, we propose an approach ELM-PSOLF to build prediction intervals (PIs). The approach adopts ELM (extreme learning machine) to generate PIs. Further, the parameters of ELM are tuned using PSOLF (particle swarm optimization with levy flight). Experiment results show that ELM-PSOLF can produce high-quality PIs.
- Huizhou University China (People's Republic of)
- Huzhou University China (People's Republic of)
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selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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