Prohlížení Přírodovědecká fakulta dle autora "Regl, Alois"
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Development of algorithms for the analysis of duplex sequencing data
Heinzl, Monika (Jihočeská univerzita, 2018)Duplex sequencing detects ultra-rare mutations by tagging DNA molecules with double-stranded tags. This method creates single-stranded consensus sequences (SSCS) from the reads, which then form duplex consensus sequences ... -
Generating and classifying molecules
Moser, Stefan (Jihočeská univerzita, 2020) -
Generative Adversarial Networks and Applications in Bioinformatics
Kolesnichenko, Nikita (Jihočeská univerzita, 2021)Generative Adversarial Networks (GAN) are currently considered a state-of-the-art method for image generation. Recently, Deep Convolutional Generative Adversarial Networks (DCGAN) yielded promising results in protein contact ... -
Imputation Of Missing Values In Clinical Data
Birklbauer, Micha Johannes (Jihočeská univerzita, 2019)Imputation of missing data is a crucial step in data analysis since many statistical methods require complete datasets. In that regard MissForest imputation is a powerful tool that seems to outperform most other imputation ... -
Interconnected Neural Networks for Mutli-Task Learning
Ramabaja, Lum (Jihočeská univerzita, 2019)