Essays about: "Alexander Koutakis"

Found 2 essays containing the words Alexander Koutakis.

1. 1. Comparing dropout regularization algorithms for convolutional neural networks identifying malignant cells for diagnosis of leukemia

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Hampus Engström; Alexander Koutakis; [2023]
   Keywords : classification; Bernoulli; Gaussian; spatial; machine learning; cancer; myeloid; myeloproliferative neoplasms;

   Abstract : Fast and high quality classifications of cells inflicted with malignant mutations is essential for diagnosing patients with different forms of leukemia, to quickly be able give patients the crucial care they need. Convolutional neural networks (CNNs) can be trained and used for this purpose. READ MORE

3. 2. Life And Debt : A quantitative analysis of life-changing events and over-indebtedness

   University essay from Uppsala universitet/Nationalekonomiska institutionen

   Author : Alexander Koutakis; Katja Artta; [2022]
   Keywords : over-indebtedness; indebtedness; record of non-payment; debt repayment;

   Abstract : Swedish households are borrowing like never before: the debt to income ratio, consumption loans and the amount of debt registered with the Swedish Enforcement Authority have been steadily increasing over the last decade. Meanwhile, life-changing events such as unemployment, divorce and sickness have been identified as drivers of over-indebtedness. READ MORE