Blar i NTNU Open på forfatter "Shamsaliei, Saeid"
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Do machine learning platforms provide out-of-the-box reproducibility?
Gundersen, Odd Erik; Shamsaliei, Saeid; Isdahl, Richard Juul (Journal article; Peer reviewed, 2021) -
Improving the semantic segmentation of historical aerial images of riverscapes using both data-centric and model-centric approaches.
Shamsaliei, Saeid (Master thesis, 2022)Menneskelig utbygging legger press på elvelandskapet, noe som setter bevaring av landområder og biologisk mangfold i en farlig situasjon. For å vurdere endringene og undersøke restaureringspotensialet, er det viktig å ... -
On Reporting Robust and Trustworthy Conclusions from Model Comparison Studies Involving Neural Networks and Randomness
Gundersen, Odd Erik; Shamsaliei, Saeid; Kjærnli, Håkon Slåtten; Langseth, Helge (Chapter, 2023)The performance of neural networks differ when the only difference is the seed initializing the pseudo-random number generator that generates random numbers for their training. In this paper we are concerned with how random ... -
Towards an automatic characterization of riverscape development by deep learning
Alfredsen, Knut; Dalsgård, Arild; Shamsaliei, Saeid; Halleraker, Jo Halvard; Gundersen, Odd Erik (Peer reviewed; Journal article, 2021)Riverscapes are under pressure from anthropogenic development, and this challengesthe conservation of biodiversity, hydromorphology and land types. To assess changesand restoration potential, an understanding of alteration ...