Fakultet for informasjonsteknologi og elektroteknikk (IE)
Recent Submissions
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Active Learning for Data Streams
(Doctoral theses at NTNU;2024:186, Doctoral thesis, 2024)As businesses increasingly rely on machine learning models to make informed decisions, the ability to develop accurate and reliable models is critical. However, in many industrial contexts, data annotation represents a ... -
Early childhood pre-service teachers’ preparation for using technology with children: a systematic literature review
(Journal article; Peer reviewed, 2024)This systematic literature review examined how teacher education prepared early childhood pre-service teachers to utilise digital technology with children. After searching in relevant databases the review analysed 21 ... -
Object tracking and classification using distributed acoustic sensing
(Master thesis, 2024)Multi-objekt målfølging (MOT) omfatter et matematisk rammeverk laget for å estimere kinematiske egenskaper av objekter som beveger seg i henhold til en dynamisk modell i et begrenset overvåket romlig område. Bayesiansk ... -
Guidelines for standardised classification and failure reporting for safety equipment in the petroleum industry, Ver 04
(Research report, 2023)This document provides guidance on how to report and classify failure and maintenance data for safety equipment, as a basis for improved follow-up and future automation. Standardised equipment grouping, equipment properties ... -
Phased Array for UHF satellite ground station - Raising Efficiency and Lowering Costs through Heterodyne Steering
(Master thesis, 2024)Existing high gain antennas for the communication with orbiting satellites are often large to reach sufficient gain and require mechanical two-dimensional steering to be dynamically pointed at passing satellites (or other ... -
Principles of digitalisation and IT-OT integration
(SINTEF AS (ISBN starter med 978-82-14-), Research report, 2023)The purpose of this report is to provide the industry with a greater understanding of ongoing digitalisation, status and challenges, and how this development should be managed going forward. This report is one of six SINTEF ... -
Automatically Detecting Political Viewpoints in Norwegian Text
(Journal article, 2024)We introduce three resources to support research on political texts in Scandinavia. The encoder-decoder transformer models sp-t5 and sp-t5-keyword were trained on political texts. The nor-pvi (available at https://tinyur ... -
DNA walks in virus genomics
(Journal article; Peer reviewed, 2024)This paper studies published results in imaging and digital processing of virus RNAs (ribonucleic acid) using DNA (deoxyribonucleic acid) walks. The complicated nature and physicochemical properties of these nucleotide ... -
The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education
(Peer reviewed; Journal article, 2024)This paper introduces the design, development, and deployment of a Virtual Driving Instructor (VDI) for enhanced driver education. The VDI provides personalized, real-time feedback to students in a driving simulator, ... -
Combining Design Thinking with Emerging Technologies in K-12 Education
(Chapter, 2023)The use of emerging technologies such as Artificial Intelligence, Augmented Reality, and 3D printing are amongst the EU targeted actions for supporting the digital transformation of education. Yet, despite these technologies ... -
A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level
(Peer reviewed; Journal article, 2024)Currently, students acquire driving skills by practicing in actual traffic conditions and through direct interactions with an instructor. While one-on-one interactions could be tailored to a student’s learning style and ... -
Use of models in drilling
(Research report, 2023)The purpose of this report is to discuss challenges and opportunities associated with the use of model-controlled operations, particularly relating to how the models and data from the models can be used in a safe way, both ... -
Regulation of ICT security in the petroleum sector
(Research report, 2023)The purpose of this report is to clarify how the protection of information and communication technology (ICT security) in the petroleum industry is regulated under current regulations and to shed light on the expectations ... -
Lightning Impulse Testing in Short Air-Gaps and Memory Effect of Previous Discharges
(Peer reviewed; Journal article, 2024)This paper reports on an observed phenomenon of increasing breakdown voltage while performing standard up and down lightning impulse (LI) testing in short air-gaps with weakly non-uniform field in an enclosed volume. The ... -
Seismic AVO Inversion with Fast Approximate Markov Chain Monte Carlo with Application to the Alvheim Field
(Master thesis, 2024)Inverse problemer kan løses i et Bayesiansk rammeverk. Da kombineres a priori kunnskap om modellparametre med en rimelighetsmodell for observerte data, for å konstruere en posterior-fordeling for modellparameterne. Markov ... -
Information model for functional safety
(Research report, 2023)A main objective of this report has been to contribute toward further digitalisation and standardisation of the petroleum industry. In particular, the report explores: • How ideas from Industry 4.0 and the AAS (asset ... -
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers
(Journal article; Peer reviewed, 2024)People in the modern digital era are increasingly embracing social media platforms to express their concerns and emotions in the form of reviews or comments. While positive interactions within diverse communities can ... -
An Online Professional Development Framework for In-service Teachers Challenges and Opportunities of Learning and Teaching Programming
(Doctoral theses at NTNU;2024:126, Doctoral thesis, 2024)In this thesis and its related publications, we study the problem of designing, implementing, and refining a fully online training framework. The work aims to meet the needs of in-service teachers who are required to learn ... -
Investigating security threats in architectural context: Experimental evaluations of misuse case maps
(Journal article; Peer reviewed, 2015)Many techniques have been proposed for eliciting software security requirements during the early requirements engineering phase. However, few techniques so far provide dedicated views of security issues in a software systems ... -
Opportunities of Insecurity Refactoring for Training and Software Development
(Doctoral theses at NTNU;2024:106, Doctoral thesis, 2024)Teaching software security is complex and should involve practical exercises. Practical exercises require software artifacts and projects that contain vulnerabilities. The vulnerabilities can be exploited to understand ...