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Our experiments demonstrated that the performance of MTANNs was substantially higher than that of CNN when using only limited training data.
It can be seen from Fig. 3 that, the predicted flow values closely matches with the observed flows during both peak and off peak hours, thus indicating the better performance of the model, developed using only limited input data.
The present study tries to overcome the above issues by proposing a prediction scheme using SARIMA model for short term prediction of traffic flow using only limited input data.
The present study tries to overcome the above issue by proposing a prediction scheme using Seasonal ARIMA (SARIMA) model for short term prediction of traffic flow using only limited input data.
This paper proposes a simplified methodology to obtain the first natural frequency of the whole system using only limited data on the WTG (Wind Turbine Generator), tower dimensions, monopile dimensions and the ground.
This assay provides extensive allergen sensitization information while using only limited resources, supporting the hypothesis that allergen microarray technology is a more efficient and economically feasible diagnostic that currently used approaches.
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According to Efron, "the jackknife uses only limited information about the statistic and thus one might guess that the jackknife is less efficient than the bootstrap" [10].
This controversy might be due in part to the fact that genotypes are not necessarily mutations in protein sequences and that the previous studies of the diversity of CagAs and the relationship of diseases and protein sequence types used only limited information, mostly relying on their own data sets.
Compared to LV d P/d tmax, pressure volume loops have been used only limited in early cardiac resynchronization studies [ 71].
Due to the instruments used, only limited information existed regarding the doctor-patient relationship as perceived by the doctor and regarding potential influence variables, such as professional experience.
The good news is, we don't have to wait to see how a high functioning system of public schools can consistently excel academically, while using only the limited per pupil revenue available via public funding.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com