Now showing items 1-20 of 541

    • Biomarker Discovery Using Statistical and Machine Learning Approaches on Gene Expression Data 

      Zhang, Xiaokang (The University of Bergen, 2020-10-30)
      My PhD is affiliated with the dCod 1.0 project (https://www.uib.no/en/dcod): decoding the systems toxicology of Atlantic cod (Gadus morhua), which aims to better understand how cods adapt and react to the stressors in the ...
      Doctoral thesis
    • Kernelization for Balanced Graph Clustering 

      Steinvik, Andreas (The University of Bergen, 2020-10-03)
      The problems of Balanced Graph Clustering ask whether it is possible to modify a graph such that it becomes a cluster graph where no cluster has a size larger than a given multiplicative factor or absolute difference ...
      Master thesis
    • Machine learning and electronic health records 

      Stavland, Sivert (The University of Bergen, 2020-10-02)
      In this work, we investigate the benefits and complications of using machine learning on EHR data. We survey some recent literature and conduct experiments on real data collected from hospital EHR systems.
      Master thesis
    • Scalable Readout for Proton CT 

      Skjolddal, Øistein Jelmert (The University of Bergen, 2020-10-02)
      Denne oppgaven er en del av arbeidet med å utvikle en prototype detektor for proton CT. Den tar for seg første del av data prosessering nødvendig får rekonstruksjon og analyse av dataene og debugging av systemet..
      Master thesis
    • Synthesizing Skin Lesion Images Using Generative Adversarial Networks 

      Fossen-Romsaas, Sondre; Storm-Johannessen, Adrian (The University of Bergen, 2020-10-02)
      According to the World Health Organization cancer is the second leading cause of death globally [1], and the most common cancer in the world is skin cancer [2]. To get a skin cancer diagnosis, a patient will usually mention ...
      Master thesis
    • Augmented Reality in Historical Museum: A case study at Fjell Fortress 

      Ghimire, Anil (The University of Bergen, 2020-09-09)
      Over the years, there has been development in using the technologies in historical museums for various reasons. The recent development of smartphones and computer graphics has enabled us to provide a new way of interaction ...
      Master thesis
    • Symmetric Ciphers for Fully Homomorphic Encryption 

      Thorvaldsen, Håkon (The University of Bergen, 2020-08-28)
      Fully homomorphic encryption is the latest addition to the world of cryptography. It is a type of encryption that allows operations to be done on ciphertexts, which is not possible with traditional encryption. The field ...
      Master thesis
    • A Weather/Mobility Analysis using Machine Learning 

      Apeland, Kenneth (The University of Bergen, 2020-08-25)
      Master thesis
    • Cryptanalysis of AES 

      Rye, Kristoffer Zakariassen (The University of Bergen, 2020-07-04)
      This thesis consists of an introductory part of how the symmetric cipher AES works in detail and how truncated differential cryptanalysis can be used to break some round reduced versions of AES. All the main attacks in ...
      Master thesis
    • Uncovering Amino Acids Patterns At The Membrane-Binding Interfaces Of Peripheral Proteins 

      Müller, Florian Sebastian Alexander (The University of Bergen, 2020-07-04)
      Master thesis
    • Early detection of medical deterioration of patients with diabetes by using machine learning 

      Hammerbeck, Andreas (The University of Bergen, 2020-06-27)
      Diabetes is a growing healthcare problem in the world, which affects over 400 million adults. In collaboration with Haukeland University Hospital, we look at medical records from real patients diagnosed with diabetes. The ...
      Master thesis
    • CO-expression Analysis of RNA-sequence Data from Parkinson's Disease Patients 

      Wimalarasan, Akilina (The University of Bergen, 2020-06-26)
      Parkinson’s disease is known as a progressive neurological disease characterized by motor symptoms. The motor symptoms are caused by neurodegeneration that causes dysfunctionalities in molecular functions crucial for ...
      Master thesis
    • Experimental Study on One-Time Password used in Authentication within Norwegian Banking 

      Naguleswaran, Sivanja (The University of Bergen, 2020-06-26)
      Authentication is a vital part of this fast-growing, digitalized world. Fundamentally, today’s society is more reliant on computer technology and digitalization than ever before. Therefore, the use of dynamic one-time ...
      Master thesis
    • Creating Capture-the-Flag Challenges Inspired by Common Crypto Mistakes 

      Lone, Simen Karlsen (The University of Bergen, 2020-06-25)
      Master thesis
    • An Effective Generic Lasso Selection Tool for Multiselection 

      Lie, Ole Magnus (The University of Bergen, 2020-06-20)
      Multiselection is widely available in the graphical user interfaces of common applications, often through rectangular or row-wise selection tools. Lasso selection, though often provided in image manipulation applications, ...
      Master thesis
    • Declaratively Programming the Dynamic Structure of Graphical User Interfaces 

      Stokke, Knut Anders (The University of Bergen, 2020-06-20)
      Structures are everywhere around us - from chemical formulas to biological systems or musical works. In this thesis, we focus on composite structures that appear in graphical user interfaces (GUI), such as lists, tables, ...
      Master thesis
    • Transformations for Array programming 

      Abusdal, Ole Jørgen (The University of Bergen, 2020-05-15)
      Master thesis
    • Exploiting graph structures for computational efficiency 

      Strømme, Torstein Jarl Fagerbakke (The University of Bergen, 2020-05-07)
      Coping with NP-hard graph problems by doing better than simply brute force is a field of significant practical importance, and which have also sparked wide theoretical interest. One route to cope with such hard graph ...
      Doctoral thesis
    • Safety and security of autonomous vessels. Based on the Yara Birkeland project 

      Evensen, Marte Hvarnes (The University of Bergen, 2020-05-05)
      Yara Birkeland will be the world’s first fully electric and autonomous container vessel with zero emission. It is being developed by Kongsberg and Yara. This is one of the autonomous projects ongoing in the maritime ...
      Master thesis
    • Hard Mathematical Problems in Cryptography and Coding Theory 

      Varadharajan, Srimathi (The University of Bergen, 2020-04-28)
      In this thesis, we are concerned with certain interesting computationally hard problems and the complexities of their associated algorithms. All of these problems share a common feature in that they all arise from, or have ...
      Doctoral thesis