Master theses: Nye registreringer
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On self-equivalences of APN functions
(Master thesis, 2023-10-16)In this thesis we investigate the structure of what we call extended linear self-equivalences for vectorial Boolean functions. That is, $(L_1, L_2, L)$ such that $L_1 \circ F \circ L_2 + L = F$ for some vectorial Boolean ... -
Integrating Wearable Technology for Enhanced Self-Assessment in Mental Health
(Master thesis, 2023-10-16)Mental health is a critical aspect of overall well-being and affects a large proportion of the world’s population. The first step of identifying possible issues in an individual is often using assessment method such as ... -
Topological Regularization of Support Vector Machines
(Master thesis, 2023-11-21)The unique functioning of Support Vector Machines (SVMs) can create undesirable behaviour, however this unique functioning in turn also allow for exploration of novel topological regularization methods. SVMs are a common ... -
A Computational Search for Cubic-Like Bent Functions
(Master thesis, 2023-10-02)Boolean functions are a central topic in computer science. A subset of Boolean functions, Bent Boolean functions, provide optimal resistance to various cryptographical attack vectors, making them an interesting subject for ... -
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, ... -
Balancing the Game: Comparative Analysis of Single Heuristics and Adaptive Heuristic Approaches for Sports Scheduling Problem
(Master thesis, 2023-10-02)Sport timetabling problems are Combinatorial Optimization problems which involve the creation of schedules that determine when and where teams compete against each other. One specific type of sports scheduling, the double ... -
Colorizing Scanning Electron Microscopy Images With Diffusion Models
(Master thesis, 2023-09-01) -
Simulating Private Information Retrieval on Amazon Web Services
(Master thesis, 2023-09-15)As our modern lives have gradually moved more and more online, companies and state actors have taken it upon themselves to gather and analyze our behavior online, and as these actors have gradually shown just how much they ... -
Computational search for isotopic semifields and planar functions in characteristic 3
(Master thesis, 2023-09-01)In this thesis, we investigate the possibility of finding new planar functions and corresponding semifields in characteristic 3 by the construction of isotopic semifields from the known families and sporadic instances of ... -
Vectorizing Distributed Homology with Deep Set of Set Networks
(Master thesis, 2023-06-15)Distributed homology, a topological invariant, holds potential as an instrument for uncov- ering insights into the structural characteristics of complex data. By considering both the density and connectivity of topological ... -
Investigating and evaluating the authentication and authorisation of the JAliEn grid middleware framework
(Master thesis, 2023-08-01)Grid computing involverer en distribuert samling av ressurser over hele verden, som inkluderer mange komponenter. Dette gjør at det er en rekke angrepsflater for potensielle sikkerhetstrusler. Denne oppgaven utforsker ... -
Learning Acquisition Functions for Cost-aware Bayesian Optimization
(Master thesis, 2023-08-01) -
Investigating Biases in Rules Extracted from Language Models
(Master thesis, 2023-08-01)We investigate an approach for extracting occupational gender bias in the form of logical rules from Large Language Models (LLM)s based on Angluin's exact learning model with membership and equivalence queries to an oracle. ... -
Document Ranking for Systematic Reviews in Medicine
(Master thesis, 2023-06-16) -
DRLMA: An Intelligent Move Acceptance for Combinatorial Optimization Problems based on Deep Reinforcement Learning
(Master thesis, 2023-07-01)Numerous heuristic solution methods have been developed to tackle combinatorial opti- mization problems, often customized for specific problem domains and use-cases where they exhibit remarkable performance. However, their ... -
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. ... -
Optimizing Feeder Network Design with Deep Reinforcement Learning: A Hyperheuristic Approach
(Master thesis, 2023-07-01)BORA : Yes Across the globe, hundreds of shipping networks form an intricate web of trade routes forming the backbone of international commerce. These networks are responsible for an estimated 80 percent of all cargo ... -
A Deep Reinforcement Learning - based Hyperheuristic for the Flexible Traveling Repairman Problem with Drones
(Master thesis, 2023-07-01) -
A web-based dashboard to facilitate progress management of pathology workflows
(Master thesis, 2022-12-15)The Department of Pathology at Haukeland University Hospital in Bergen (HUS) has in recent years experienced a growing demand for their services. An aging population in combination with heightened use of personalized ... -
Prototyping and Evaluation of Sensor Data Integration in Cloud Platforms
(Master thesis, 2022-09-01)The SFI Smart Ocean centre has initiated a long-running project which consists of developing a wireless and autonomous marine observation system for monitoring of underwater environments and structures. The increasing ...