Search for dissertations about: "Alexander Karlsson"
Showing result 6 - 7 of 7 swedish dissertations containing the words Alexander Karlsson.
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6. Integrating domain knowledge into deep learning : Increasing model performance through human expertise
Abstract : The research in this thesis is focused on how deep learning models can be designed and implemented to better emulate and integrate the heuristic reasoning process of human experts. Several case studies, within the domains of steel making and drug discovery, are conducted in order to evaluate the performance of these models, in comparison to models that do not consider human expert knowledge from the targeted domain. READ MORE
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7. Metaproteogenomics-guided enzyme discovery : Targeted identification of novel proteases in microbial communities
Abstract : Industrial biotechnology is a large and growing industry as it is part of establishing a “greener” and more sustainable bioeconomy-based society. Using enzymes as biocatalysts is a viable alternative to chemicals and energy intense industrial processes and is en route to a more sustainable industry. READ MORE