Institutt for datateknologi og informatikk: Nye registreringer
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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 ... -
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, ... -
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 ... -
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 ... -
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 ... -
3D Shape Reconstruction from Capsule Endoscopy Video
(Doctoral theses at NTNU;2024:125, Doctoral thesis, 2024)Wireless Capsule Endoscopy (WCE) has revolutionized the field of gastroenterology by providing an alternative to traditional endoscopy, as it is less invasive and requires no sedation. It is a patient-friendly procedure ... -
Applications of Computer Vision and Deep Learning for Digital Rock Analysis
(Doctoral theses at NTNU;2024:114, Doctoral thesis, 2024)Digital rock analysis utilizes various tools available in computer science to represent and process rock data in a way that enhances our understanding of its geological properties. It has become an essential tool for ... -
Predicting In-Hospital Death from Derived EHR Trajectory Features
(Chapter, 2024)Medical histories of patients can provide insight into the immediate future of a patient. While most studies propose to predict survival from vital signs and hospital tests within one episode of care, we carry out selective ... -
Kodepraksis ved sepsis 2008–21
(Journal article; Peer reviewed, 2024)Bakgrunn:Sepsis har høy insidens og mortalitet. For planlegging av helsetjenester og i forskning trengs presise data, og det er behov for å kartlegge kodepraksis i Norge. Materiale og metode: Alle personer over 17 år som ... -
Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition
(Peer reviewed; Journal article, 2023) -
Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving
(Peer reviewed; Journal article, 2023)The topic of object detection, which involves giving cars the ability to perceive their environment has drawn greater attention. For better performance, object detection algorithms often need huge datasets, which are ... -
Development and Evaluation of a Gamified Application for Environmental Education: coralQuest
(Chapter, 2024)Environmental education plays a critical role in addressing current environmental challenges. However, it is challenging to effectively engage and motivate students to learn more and have a critical view about it. Therefore ... -
Geo-locating Road Objects using Inverse Haversine Formula with NVIDIA Driveworks
(Peer reviewed; Journal article, 2023)Geolocation is integral to the seamless functioning of autonomous vehicles and advanced traffic monitoring infrastructures. This paper introduces a methodology to geolocate road objects using a monocular camera, leveraging ... -
Experiverse: Exploring an experiment-based gamification application for motivating children to science learning in an informal setting
(Chapter, 2023)Science learning at schools often lacks relevance and connection to real life; therefore, children find it challenging to apply their knowledge and may gradually lose motivation and interest in science. Gamification ... -
Automatic data-driven design and 3D printing of custom ocular prostheses
(Journal article; Peer reviewed, 2024)Millions of people require custom ocular prostheses due to eye loss or congenital defects. The current fully manual manufacturing processes used by highly skilled ocularists are time-consuming with varying quality. Additive ... -
Spatio–Temporal Retinex–Inspired Envelopes with Anisotropic Diffusion
(Peer reviewed; Journal article, 2023)Since the introduction of the Retinex theory by Land and McCann in 1971, a multitude of different families, versions, interpretations, implementations, and applications have been proposed. The applications for image ... -
Software Bill of Materials in Critical Infrastructure
(Chapter, 2023)Critical infrastructure today is comprised of cyber-physical systems, and therefore also vulnerable to cyber threats. Many of these threats come from within, through malicious code in software updates or bugs that can be ... -
Exploring Imaging Methods for In Situ Measurements of the Visual Appearance of Snow
(Peer reviewed; Journal article, 2024)We explored imaging methods to perform in situ field measurements of physical correlates of the visual appearance of snow. Measurements were performed at three locations in Norway between February and March 2023. We used ... -
Human-AI Joint Task Performance: Learning from Uncertainty in Autonomous Driving Systems
(Peer reviewed; Journal article, 2024)High uncertainty tasks such as making a medical diagnosis, judging a criminal justice case and driving in a big city have a very low margin for error because of the potentially devastating consequences for human lives. In ...