Browsing by Author "Vetrova, Varvara"
Now showing items 1-5 of 7
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The bounded inverse Weibull distribution: An extreme value alternative for application to environmental maxima?
(Elsevier BV, 2021)There has long been interest in making inferences about future low-probability natural events that have magnitudes greater than any in the past record. Given a stationary time series, the unbounded Type 1 and Type 2 ... -
Difference in details: transfer learning case study of "cryptic" plants and moths
(2018)Can we classify species of very similar looking organisms quickly and accurately using only out of the box feature transfer? What if we only have small number of images? This experimental paper is part of on-going project ... -
Estimating evaporation for low wind speeds at an eddy correlation site: potential for windbreak evaluation
(New Zealand Hydrological Society, 2019)Creating new windbreaks may reduce lee evaporation by reducing surface wind speed (u). However, applying theoretical models to anticipate the extent of evaporation reduction may be liable to error because the physical ... -
Hidden features: Experiments with feature transfer for fine-grained multi-class and one-class image categorization
(IEEE, 2018)Can we apply out-of-the box feature transfer using pre-trained convolutional neural networks in fine-grained multiclass image categorization tasks? What is the effect of (a) domainspecific fine-tuning and (b) a special-purpose ... -
Large-scale automatic species identification
(Springer, 2017)The crowd-sourced Naturewatch GBIF dataset is used to obtain a species classification dataset containing approximately 1.2 million photos of nearly 20 thousand different species of biological organisms observed in their ...
