"machine learning" - Selaus asiasanan mukaan Opinnäytetyöt (Käyttörajattu kokoelma)

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    • Machine learning for assessing chloride resistance of concrete 

      Taffese, Woubishet Zewdu (2022)
      Predicting the chloride resistance property of concrete accurately is critical in structural engineering. This thesis project adopts a state-of-the-art machine learning algorithm, XGBoost, to predict the chloride migration ...
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    • Machine Learning for Small Data : A Comprehensive Study with the Case of Sovereign Debt Default Forecasting 

      Nguyen, Linh (2024)
      This study explores the application of machine learning to forecast sovereign debt default likelihood. Challenges include a limited sample size of 8175 country-year observations across 180 countries from 1970 to 2019, high ...
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    • The impact of intelligent audio plugins on TV sound quality 

      Sandström, Daniel (2023)
      The purpose of this study was to give audio engineers working in TV post-production knowledge on how and when to utilize intelligent audio plugins to improve sound quality. I became interested in this topic while working ...
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    • Tumor Detection in Distributed Data Silos 

      Khan, Muhammad Irfan (2023)
      This thesis focuses on a computer vision problem of tumor detection from magnetic resonance images in federated learning settings and investigates the performance of using different subsets of collaborators in each federated ...
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