Institutt for datateknologi og informatikk
Recent Submissions
-
A Taxonomy of Challenges for Self-Sovereign Identity Systems
(Journal article; Peer reviewed, 2024)Creating and utilizing digital identities are fundamental steps towards accessing online services. In order to facilitate the management of user identities, the concept of identity management has been introduced. Various ... -
Optimizing QoS and security in agriculture IoT deployments: A bioinspired Q-learning model with customized shards
(Journal article; Peer reviewed, 2024)Agriculture Internet of Things (AIoTs) deployments require design of high-efficiency Quality of Service (QoS) & security models that can provide stable network performance even under large-scale communication requests. ... -
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems
(Journal article; Peer reviewed, 2023)The emergence of Pre-trained Language Models (PLMs) has achieved tremendous success in the field of Natural Language Processing (NLP) by learning universal representations on large corpora in a self-supervised manner. The ... -
A Comprehensive Analysis of Dropout Assisted Regularized Deep Learning Architectures for Dynamic Electricity Price Forecasting
(Journal article; Peer reviewed, 2024)As the world moves towards a sustainable future, there is a need for efficient integration of intermittent energy sources (IES) sources with intelligent energy grids. Electricity from IES (such as wind, solar, hydro, etc.) ... -
An Empirical Study on Applying Parameter-Efficient Fine-Tuning of Large Language Models for Secure Code Generation
(Master thesis, 2025)I de senere år har Large Language Models (LLMs) vist bemerkelsesverdige evner innen ulike domener, inkludert kodegenerering. Imidlertid har empiriske studier vist at kode generert av LLM-er kan inneholde betydelige ... -
Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review
(Peer reviewed; Journal article, 2024)The recent advancements made in the realms of Artificial Intelligence (AI) and Artificial Intelligence of Things (AIoT) have unveiled transformative prospects and opportunities to enhance and optimize the environmental ... -
Sodium Resistance of Ceramic and Glass Materials - Na Thermo-gravimetric Analysis and Liquid Na Exposure Test
(Journal article, 2025)Renewable intermittent energy sources like solar and wind power are important for decarbonizing the energy sector and energy storage will become necessary for balancing production and demand and can also be important for ... -
Self-distillation improves self-supervised learning for DNA sequence inference
(Peer reviewed; Journal article, 2025) -
Understanding Human-Centred AI: a review of its defining elements and a research agenda
(Peer reviewed; Journal article, 2025)The rapid advancements in artificial intelligence (AI) have ushered in a new era of innovative applications, while also prompting concerns regarding risks and adverse consequences. In light of the growing interest in ... -
Raw Spectral Filter Array Imaging for Scene Recognition
(Journal article; Peer reviewed, 2024)Scene recognition is the task of identifying the environment shown in an image. Spectral filter array cameras allow for fast capture of multispectral images. Scene recognition in multispectral images is usually performed ... -
A sparse and wide neural network model for DNA sequences
(Journal article; Peer reviewed, 2025)Accurate modeling of DNA sequences requires capturing distant semantic relationships between the nucleotide acid bases. Most existing deep neural network models face two challenges: (1) they are limited to short DNA fragments ... -
Simulating Print/Scan Textures for Morphing Attack Detection
(Chapter, 2023)Morphing Attack Detection is a relevant topic aiming to detect attempts of unauthorised individuals who want access to a “valid” identity. One of the main scenarios is printing morphed images and submitting the respective ... -
Comprehensive Evaluation of ImageNet-Trained CNNs for Texture-Based Rock Classification
(Journal article; Peer reviewed, 2024)Texture perception plays a vital role in various fields, from computer vision to geology, influencing object recognition, image segmentation, and rock classification. Despite advances in convolutional neural networks (CNNs), ... -
A Comparative Study of Cross-Device Finger Vein Recognition Using Classical and Deep Learning Approaches
(Journal article; Peer reviewed, 2024)Finger vein recognition is gaining popularity in the field of biometrics, yet the inter-operability of finger vein patterns has received limited attention. This study aims to fill this gap by introducing a cross-device ... -
Systematic literature review on solutions to the negative environmental impacts of ICT
(Journal article; Peer reviewed, 2024)In the realm of Information and Communication Technologies (ICT) and environmental sustainability research, the prevailing emphasis often leans towards ICT’s role in promoting sustainable development, while the adverse ... -
Defining Security Debt: A Case Study Based On Practice
(Chapter, 2024) -
Review of Image Quality Assessment Methods for Compressed Images
(Journal article; Peer reviewed, 2024)The compression of images for efficient storage and transmission is crucial in handling large data volumes. Lossy image compression reduces storage needs but introduces perceptible distortions affected by content, compression ... -
Exploring datasets for aiding the creation of digital twins
(Master thesis, 2024)Konstruksjon av digitale tvillinger for bruk i simuleringsverktøy har lenge vært en langsom og manuell prosess. Denne masteroppgaven forsøker å automatis- ere deler av utviklinksprosessen av digitale tvillinger ved å ... -
Tools for Discovery - An Exploration of Tools for the Discovery of New Theorems in the Domain of Fair Allocation of Indivisible Items
(Master thesis, 2024)Vi studerer rettferdig fordeling av udelelige gjenstander, der et sett goder skal fordeles rettferdig til et sett agenter. Vi tar spesielt hensyn til tilfellet der vi har konfliktrestriksjoner, hvor noen gjenstander ikke ... -
Validation of two novel human activity recognition models for typically developing children and children with Cerebral Palsy
(Peer reviewed; Journal article, 2024)Human Activity Recognition models have potential to contribute to valuable and detailed knowledge of habitual physical activity for typically developing children and children with Cerebral Palsy. The main objective of the ...
RSS 2.0