Blar i Master theses på tittel
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Evaluation and Improvement of Machine Learning Algorithms in Drug Discovery
(Master thesis, 2022-06-01)Drug discovery plays a critical role in today’s society for treating and preventing sickness and possibly deadly viruses. In early drug discovery development, the main challenge is to find candidate molecules to be used ... -
Experimental construction of optimal cryptographic functions by expansion
(Master thesis, 2021-09-13) -
Exploration of Linear-Algebra Graph Algorithms on the Graphcore IPU
(Master thesis, 2023-11-20)More specialized hardware is being created to improve the efficiency of demanding algorithms. Graphcore introduced their Intelligence processors: a specialized true MIMD architecture which specializes in machine learning ... -
Exploring Capability-based security in software design with Rust
(Master thesis, 2022-06-01)Access control is one of the most critical aspects of software engineering when designing secure software. In 2021, the Open Web Application Security Project (OWASP)foundation_owasp_nodate released a new Top10 several years ... -
Exploring Hardware Agnostic Multiarrays in Magnolia
(Master thesis, 2022-06-01)We present a specification and implementation of a generic multiarray API based on A Mathematics of Arrays in the general purpose research language Magnolia. We show how we can lift the reasoning on arrays to a more abstract ... -
Exploring Methods for Quantifying Expressibility and Entangling Capability of Parameterized Quantum Circuits
(Master thesis, 2024-06-03)Quantum Machine Learning (QML) is an exciting fusion of two disciplines, wherein classical machine learning techniques are augmented by quantum computation. Central to QML is the utilization of quantum bits, exploiting ... -
Exploring Multiway Dataflow Constraint Systems for programming Robotic Autonomous Systems
(Master thesis, 2023-06-01)Denne avhandlingen utforsker programmering av robot-systemer ved hjelp av en programmeringsmodell som heter Multiway Dataflow Constraint Systems. -
Exploring the potential of citizen science for de novo sequencing of MS/MS spectra
(Master thesis, 2022-06-15)Proteomics is the large-scale study of the function and structure of proteins expressed in a given sample. It generally uses mass spectrometry-based technologies to detect and identify changes in the proteome. One of the ... -
Exploring Ways of Creating an AI Drawing Assistant
(Master thesis, 2022-07-01)Making a digital drawing assistant is a complicated problem for the simple reason that we are trying to make a computer program understand and create something that are as abstract as a drawing. Thus, there have been many ... -
Expressing Unknown Instance Relations in Program Synthesis using Neurosymbolic Methods
(Master thesis, 2021-10-04)Program synthesis is the task of automatically constructing a program given a high level specification. An instance of this is Inductive Logic Programming (ILP) were discrete methods are used to construct a logic program ... -
Facilitating Dynamic Assessment of Psychological Interventions
(Master thesis, 2021-07-16)The mental healthcare system requires an improvement in patient accessibility and a decrease in resource dependency. Internet-Delivered Psychological Treatment (IDPT) is a tool with a documented positive effect to bring ... -
Feature Selection for Identification of Transcriptome and Clinical Biomarkers for Relapse in Colon Cancer
(Master thesis, 2021-06-01)This study attempts to find good predictive biomarkers for recurrence in colon cancer between two data sources of both mRNA and miRNA expression from frozen tumor samples. In total four datasets, two data sources and two ... -
Features impacting the mesopelagic layer in the ocean: a machine learning-based approach
(Master thesis, 2022-09-01)Context: Recently the United Nations proclaimed a Decade of Ocean Science for Sustainable Development (2021–2030) due to threats to the productivity and health of the ocean due to human impact. The One Ocean Expedition ... -
Finding Common Grounds: The Moral Machine Case
(Master thesis, 2023-03-06) -
Finding shared RSA factors in the Certificate Transparency logs
(Master thesis, 2022-05-13)When generating RSA keys, proper random generators are crucial. If the generators are not truly random, keys may be generated with the same factors, making them vulnerable to compromise. Doing a simple greatest common ... -
Flushable Promises: Modular Event Coalescing in Graphical User Interface Programming
(Master thesis, 2024-06-14)Graphical user interfaces (GUIs) are everywhere. They serve as the primary means of interaction between an application and its users. Developing GUIs with complex dataflows, where multiple elements depend on each other's ... -
FREJA: A framework for effectively creating programming assignments based on code transformations
(Master thesis, 2022-11-21)Programming assignments have become the prevalent method for evaluating programming skills and knowledge of students in computer science courses. Typically, a programming assignment is composed of several independent ... -
From Data to Decisions: ML-Based Job Failure Analysis for the ALICE experiment
(Master thesis, 2024-06-03)This paper researches the possibility of utilizing machine learning to locate factors contributing to a failing job at the ALICE grid, focusing on the grid site at the University of Bergen. A prototype system has been ... -
Gaussian Likelihoods in Bayesian Neural Networks
(Master thesis, 2023-10-02)Bayesian neural networks (BNNs) offer a promising probabilistic take on neural networks, allowing uncertainty quantification in both model predictions and parameters. Being a relatively new and evolving field of research, ... -
Generating sample code snippets from Lark grammar specifications
(Master thesis, 2022-10-25)Programming languages are the basis of computer science and are extensively used in computer science education. Many educational materials, such as tutorials, constantly appear on the market with the goal of targeting ...