Fakultet for informasjonsteknologi og elektroteknikk (IE)
Recent Submissions
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The multi-objective feature selection in Android malware detection system
(Peer reviewed; Journal article, 2021)The Android operating system boosts a global market share over the previous years, which has made it the most popular operating system in the world. Recently, Android has become the target of attacks by cybercriminals ... -
Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning
(Peer reviewed; Journal article, 2020)In this article, we explore the feasibility of applying proximal policy optimization, a state-of-the-art deep reinforcement learning algorithm for continuous control tasks, on the dual-objective problem of controlling an ... -
Heterogeneous Preferences and Patterns of Contribution in Cybersecurity as a Public Good
(Chapter, 2021)This paper presents an agent-based model of contribution to cybersecurity as a participatory public good. Ineffective cybersecurity measures pose serious threats and risks to the development and stability of information ... -
An Integrative Framework to Investigate the Impact of Blended Learning Adoption in Higher Education: A Theoretical Perspective
(Peer reviewed; Journal article, 2021)The importance of Blended Learning (BL) in institutions is momentarily increasing at all educational levels and particularly for higher education. However, relatively little research addresses students, lecturers, and ... -
Communication architecture for autonomous passenger ship
(Peer reviewed; Journal article, 2021)Novel innovations have been witnessed in the past few years in the field of technology for autonomous vehicles. These have been exploited in various applications in the maritime domain; one such application is the proposal ... -
Geometric Change Detection in Digital Twins using 3D Machine Learning
(Peer reviewed; Journal article, 2021)Digital twins are meant to bridge the gap between real-world physical systems and virtual representations. Both stand-alone and descriptive digital twins incorporate 3D geometric models, which are the physical representations ... -
Blended learning using DIGI-resources versus traditional learning for Anatomy and Physiology in nursing students - A Quasi-experimental Study.
(Peer reviewed; Journal article, 2021)In nursing, bioscience is regarded as one of the cornerstones of nursing practice. However, bioscience disciplines as anatomy, physiology and biochemistry are considered challenging for students and the failure rate is ... -
Kayak Tracking using a Direct Lidar Model
(Chapter, 2021)This paper proposes a direct approach for extended object tracking (EOT) using light detection and ranging (lidar) measurements. The method does not use any clustering operations, but processes the individual laser beams ... -
Inference in cylindrical models having latent Markovian classes - with an application to ocean current data
(Peer reviewed; Journal article, 2021)Spatial direction vector data can be represented cylindrically by linear magnitudes and circular angles. We analyze such data by using a hierarchical Markov random field model with latent discrete classes and conditionally ... -
A general-purpose distributed pattern mining system
(Peer reviewed; Journal article, 2020)This paper explores five pattern mining problems and proposes a new distributed framework called DT-DPM: Decomposition Transaction for Distributed Pattern Mining. DT-DPM addresses the limitations of the existing pattern ... -
Identifying Catheter-Related Events Through Sentence Classification
(Peer reviewed; Journal article, 2020)Infections caused by central venous catheter (CVC) use is a serious and under-reported problem in healthcare. The CVC is almost ubiquitous in critical care because it enables fast circulatory monitoring and central ad- ... -
Mobiltelefonitellinger - Case-studie av Bygdøy og Fornebu
(Research report, 2021)I dette notatet studeres mobilitetsdata på timesnivå tilrettelagt av Telia fra deres mobilnett. For områdene Fornebu og Bygdøy korreleres denne datakilden med trafikktellinger fra Fjellinjen og passasjertellinger fra Ruter, ... -
Cryptographic Tools for Cloud Security
(Doctoral theses at NTNU;2021:126, Doctoral thesis, 2021) -
Pattern Recognition of Inter-Turn Short Circuit Fault in Wound Field Synchronous Generator via Stray Flux Monitoring
(Chapter, 2020)This paper provides a novel approach to discriminate the Inter-Turn Short Circuit fault (ITSC) in salient pole synchronous generator based on the use of non-invasive sensors. A stray magnetic field is used as a non-invasive ... -
Guidelines for limiting exposure to electromagnetic fields (100 kHz to 300 GHz)
(Peer reviewed; Journal article, 2020)Radiofrequency electromagnetic fields (EMFs) are used to enable a number of modern devices, including mobile telecommunications infrastructure and phones, Wi-Fi, and Bluetooth. As radiofrequency EMFs at sufficiently high ... -
Integrating telemedicine to support digital health care for the management of COVID-19 pandemic
(Peer reviewed; Journal article, 2021)The current health care crisis and the need for social distancing to protect medical practitioners and patients have necessitated the need to adopt new initiatives for the treatment of patients. One of such initiatives is ... -
Intraperitoneal insulin administration in pigs: Effect on circulating insulin and glucose levels
(Peer reviewed; Journal article, 2021)Introduction The effect of intraperitoneal insulin infusion has limited evidence in the literature. Therefore, the aim of the study was to investigate the pharmacokinetics and pharmacodynamics of different intraperitoneal ... -
Towards a Maturity Improvement Process – Systemically Closing the Socio-Technical Gap
(Peer reviewed; Journal article, 2020)In this paper we present ongoing research into escalation maturity measurements of organizations. We outline how to integrate a socio-technical approach and LIFT-methodology to improve the escalation maturity improvement ... -
Predicting learners' effortful behaviour in adaptive assessment using multimodal data
(Chapter, 2020)Many factors influence learners' performance on an activity beyond the knowledge required. Learners' on-task effort has been acknowledged for strongly relating to their educational outcomes, reflecting how actively they ... -
Failure analysis and lifetime assessment of IGBT power modules at low temperature stress cycles
(Peer reviewed; Journal article, 2021)Lifetime models of high‐power Insulated Gate Bipolar Transistors modules express the number of cycles to end of life as a function of stress parameters. These models are normally developed based on experimental data from ...
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