Zerrendatu honen arabera: egilea "f7f4170403189c7c6e55a6c7e4f826a1"
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Adaptive long-term traffic state estimation with evolving spiking neural networks
Laña, Ibai (Elsevier, 2019-01-29)Due to the nature of traffic itself, most traffic forecasting models reported in literature aim at producing short-term predictions, yet their performance degrades when the prediction horizon is increased. The scarce ... -
Evolving Spiking Neural Networks for online learning over drifting data streams
Laña, Ibai (Elsevier, 2018-06-18)Nowadays huge volumes of data are produced in the form of fast streams, which are further affected by non-stationary phenomena. The resulting lack of stationarity in the distribution of the produced data calls for efficient ... -
Multi-criteria integration of passenger and freight transport for sustainable last-mile delivery logistics
Laña, Ibai (Elsevier, 2026-03)The first and last mile (FLM) transport for passengers and freight significantly contributes to overall pollution, transportation costs and energy consumption. Recent scientific reports at European level suggest that ... -
On the imputation of missing data for road traffic forecasting: new insights and novel techniques
Laña, Ibai (Elsevier, 2018-02-20)Vehicle flow forecasting is of crucial importance for the management of road traffic in complex urban networks, as well as a useful input for route planning algorithms. In general traffic predictive models rely on data ... -
Road traffic forecasting: recent advances and new challenges
Laña, Ibai (IEEE, 2018-04-20)Due to its paramount relevance in transport planning and logistics, road traffic forecasting has been a subject of active research within the engineering community for more than 40 years. In the beginning most approaches ... -
The role of local urban traffic and meteorological conditions in air pollution: a data-based case study in Madrid, Spain
Laña, Ibai (Elsevier, 2016-04-19)Urban air pollution is a matter of growing concern for both public administrations and citizens. Road traffic is one of the main sources of air pollutants, though topography characteristics and meteorological conditions ...
