Zerrendatu honen arabera: egilea "Kasabov, Nikola"
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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 ...
