Browsing Master theses by Title
Now showing items 77-96 of 218
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Early detection of medical deterioration of patients with diabetes by using machine learning
(Master thesis, 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 ... -
Effective Volumetric Sculpting for Focus+Context Visualization, utilizing Implicitly Defined Surfaces and VR-on-Demand
(Master thesis, 2024-02-22) -
Enhanced Anomaly Detection in Industrial Control Systems aided by Machine Learning
(Master thesis, 2024-05-29)This thesis investigates the potential of enhancing anomaly detection in Industrial Control Systems (ICS) through the integration of Machine Learning (ML) with traditional Network Intrusion Detection Systems (NIDS) and ... -
Enhanced biomedical data extraction from scientific publications
(Master thesis, 2023-06-01)The field of scientific research is constantly expanding, with thousands of new articles being published every day. As online databases grow, so does the need for technologies capable of navigating and extracting key ... -
Enhanced protein identification through automated search parameter selection
(Master thesis, 2023-06-02)Mass spectrometry-based proteomics plays a critical role in identifying and quantifying proteins. Proteomics search engines, integral to this process, require meticulous parameter selection to achieve accurate results. ... -
Evaluating vascular visualization methods for pre-operative planning in the mesentery
(Master thesis, 2021-11-26)In this thesis I evaluate and compare a selection of vascular visualization methods with the help of surgeons. Vessel topology is highly varied, and individuals may have extra or "missing" branches, changes in connectivity, ... -
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)