Blar i Department of Informatics på utgivelsesdato
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Strong bounds and exact solutions to the minimum broadcast time problem
(Journal article; Peer reviewed, 2025)Given a graph and a subset of its nodes, referred to as source nodes, the minimum broadcast time problem asks for the minimum number of steps in which a signal can be transmitted from the sources to all other nodes in the ... -
Exploiting Redundant Designs with Side-Channel Attacks
(Doctoral thesis, 2024-09-09)Sidekanalsangrep (SKA) er en bred angrepsklasse der en angriper utnytter en uforventet informasjonslekkasje til å omgå et sikkerhetstiltak. Hvorfor skulle man orke å knekke en kryptert telefonsamtale når man kan stå i ... -
Low-Rank Parity-Check codes : Generalization and Improved Decoding for Low-Rank Parity-Check Codes
(Doctoral thesis, 2024-08-23)I 1978 foreslo McEliece en kryptografisk nøkkelforankringsmekanisme basert på kodeteori. Det underliggende matematiske problemet med å dekode en tilfeldig lineær kode ble bevist å være NP-fullstendig av McEliece og Berlekamp ... -
Model Predictive Control for Hybrid Energy Systems
(Master thesis, 2024-06-07)The global energy landscape has undergone increasing transformations in recent years, driven by the urgent need to adopt more sustainable and efficient energy sources. In Norway, offshore oil and gas installations have ... -
Towards prediction of CML Treatment Outcomes with Machine Learning and CyTOF Data
(Master thesis, 2024-06-03)Predicting responses to therapy for patients with Chronic Myeloid Leukemia (CML) is crucial for optimizing treatment strategies. This study utilizes machine learning models with mass cytometry (CyTOF) data from samples ... -
Designing Approachable and Accessible Visualizations of Genomics Data for a Mixed Audience
(Master thesis, 2024-06-03)Public health studies have collected significant amounts of data providing important insights into human health. The Norwegian Mother, Father, and Child Cohort Study (MoBa) is a pregnancy-based cohort study that captures ... -
Differentiating between malicious events and natural events in an Operational Technology (OT) environment
(Master thesis, 2024-06-03) -
On Logical Deduction in Large Language Models
(Master thesis, 2024-06-03) -
Monte Carlo Simulations in Cost Estimation Analysis
(Master thesis, 2024-06-03) -
Exercise-induced Laryngeal Obstruction Diagnostics Using Machine Learning
(Master thesis, 2024-06-03)Exercise-induced laryngeal obstruction (EILO), characterized by laryngeal narrowing during physical exercise, poses a significant challenge, especially for athletes and active youth, impacting performance and quality of ... -
A customizable and modular VR game for use in pain distraction
(Master thesis, 2024-06-03)Chronic pain is defined as pain persisting for more than three months. The cause of these conditions varies from musculoskeletal issues to nerve damage. These issues may cause reduced movement, further impacting the patient's ... -
Developing AI Technology for Automatic Control of IoT Devices in Smart Homes
(Master thesis, 2024-06-03) -
VRETCreator: A Tool for Creation of VR Experiences used for Exposure Therapy of Phobia and Anxiety
(Master thesis, 2024-06-03)Roughly 20-25% of the population experience an anxiety disorder at some point in their lives, with the majority experiencing either specific or social phobias. Virtual Reality Exposure Therapy (VRET) has been used clinically ... -
BattleFit Commander: A Game Design Approach to Enhance Motivation for Exercise
(Master thesis, 2024-06-03)Physical activity provides numerous health benefits, while a sedentary lifestyle poses significant health risks. Despite this, inactivity is prevalent. Common reasons for not engaging in exercise include a lack of time and ... -
Coding for DNA-based Storage Systems
(Doctoral thesis, 2024-05-24)DNA-basert lagring, eller lagring av brukerdata i deoksyribonukleinsyre (DNA) tråder, kan teoretisk gi dramatisk høyere lagringskapasitet og lagringsrobusthet sammenlignet med dagens lagringsteknologier. Flere småskalaek ... -
Computing Width Parameters of Graphs
(Doctoral thesis, 2024-05-15)Trebredden til en graf beskriver dens likhet med trær ved hvor godt den kan dekomponeres ved hjelp av små separatorer. Den er definert som minimumsbredden av en tre-dekomponering av grafen. Når en graf er gitt sammen med ... -
A Comparative Analysis of Super Resolution in Smart Meter Data Using Machine Learning Techniques
(Master thesis, 2024-03-18) -
Deep Learning and Deep Reinforcement Learning for Graph Based Applications
(Doctoral thesis, 2024-01-26)Dyp læring har gitt state-of-the-art ytelse i mange applikasjoner som datasyn, tekstanalyse, biologi, osv. Suksessen med dyp læring har også hjulpet fremveksten av dyp forsterkende læring for optimal beslutningstaking og ... -
A Novel Evolutionary Solution Approach for Many-objective Reliability-Redundancy Allocation Problem Based on Objective Prioritization and Constraint Optimization
(Journal article; Peer reviewed, 2024)The reliability redundancy allocation problem (RRAP) has been mostly solved either as a single or as a multi-objective optimization problem. However, this problem also has numerous important constraints which play prominent ... -
Learning from positive and negative examples: New proof for binary alphabets
(Journal article; Peer reviewed, 2024)One of the most fundamental problems in computational learning theory is the problem of learning a finite automaton A consistent with a finite set P of positive examples and with a finite set N of negative examples. By ...