Department of Electrical and Computer Engineering (TN-IDE)
Collections in this community
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Papers (TN-IDE) [2]
Papers (TN-IDE) -
PhD theses (TN-IDE) [12]
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Studentoppgaver (TN-IDE) [288]
Studentoppgaver i informasjonsteknologi, datateknikk / kybernetikk, signalbehandling
Recent Submissions
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The Role of 5G Technologies in a Smart City: The Case for Intelligent Transportation System
(Peer reviewed; Journal article, 2021-05)A smart city is an urban area that collects data using various electronic methods and sensors. Smart cities rely on Information and Communication Technologies (ICT) and aim to improve the quality of services by managing ... -
Predictive Analytics for Maintaining Power System Stability in Smart Energy Communities
(PhD thesis UiS;, Doctoral thesis, 2021-05)Digitalization and decentralization of energy supply have introduced several challenges to emerging power grids known as smart grids. One of the significant challenges, on the demand side, is preserving the stability of the ... -
Bridging the demand and the offer in data science
(Peer reviewed; Journal article, 2019-03)During the last several years, we have observed an exponential increase in the demand for Data Scientists in the job market. As a result, a number of trainings, courses, books, and university educational programs (both at ... -
Triangulum City Dashboard: An Interactive Data Analytic Platform for Visualizing Smart City Performance
(Peer reviewed; Journal article, 2020-02)Cities are becoming smarter by incorporating hardware technology, software systems, and network infrastructure that provide Information Technology (IT) systems with real-time awareness of the real world. What makes a “smart ... -
A web based solution to track trawl vessel activities over pipelines in Norwegian Continental Shelf
(Peer reviewed; Journal article, 2019)Vessel activities such as trawling and anchoring potentially affect pipeline integrity. Therefore, the detailed information about the trawl activity in the area is essential for accurate assessment of pipeline, where to ... -
Short-Term Load Forecasting Using Smart Meter Data: A Generalization Analysis
(Peer reviewed; Journal article, 2020-04)Short-term load forecasting ensures the efficient operation of power systems besides affording continuous power supply for energy consumers. Smart meters that are capable of providing detailed information on buildings ... -
Application of Borehole Thermal Energy Storage in Waste Heat Recovery from Diesel Generators in Remote Cold Climate Locations
(Peer reviewed; Journal article, 2019-02)Remote communities that have limited or no access to the power grid commonly employ diesel generators for communal electricity provision. Nearly 65% of the overall thermal energy input of diesel generators is wasted through ... -
The combined effect of amyloid-β and tau biomarkers on brain atrophy in dementia with Lewy bodies
(Peer reviewed; Journal article, 2020-07)Background Alzheimer’s disease (AD)-related pathology is frequently found in patients with dementia with Lewy bodies (DLB). However, it is unknown how amyloid-β and tau-related pathologies influence neurodegeneration in ... -
Optimal Access Point Power Management for Green IEEE 802.11 Networks
(Peer reviewed; Journal article, 2021-03)In this paper, we present an approach and an algorithm aimed at minimising the energy consumption of enterprise Wireless Local Area Networks (WLANs) during periods of low user activity. We act on two network management ... -
Semi-supervised tissue segmentation of histological images
(Peer reviewed; Journal article, 2020-09)Supervised learning of convolutional neural networks (CNN) used for image classification and segmentation has produced state-of-the art results, including in many medical image applications. In the medical field, making ... -
A Conversational Movie Recommender System
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-15)The purpose of a Conversational Recommender System is to help the users achieve their recommendation specific goals using a multi-turn dialogue. In recent years, numerous studies are conducted on improving the quality ... -
Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks
(Peer reviewed; Journal article, 2020-05)Chest compressions during cardiopulmonary resuscitation (CPR) induce artifacts in the ECG that may provoque inaccurate rhythm classification by the algorithm of the defibrillator. The objective of this study was to design ... -
Household Power Demand Prediction Using Evolutionary Ensemble Neural Network Pool with Multiple Network Structures
(Peer reviewed; Journal article, 2019-02)The progress of technology on energy and IoT fields has led to an increasingly complicated electric environment in low-voltage local microgrid, along with the extensions of electric vehicle, micro-generation, and local ... -
Artifact Correction in Short-Term HRV during Strenuous Physical Exercise
(Peer reviewed; Journal article, 2020-11)Heart rate variability (HRV) analysis can be a useful tool to detect underlying heart or even general health problems. Currently, such analysis is usually performed in controlled or semi-controlled conditions. Since many ... -
Extended approach to sum of absolute differences method for improved identification of periods in biomedical time series
(Peer reviewed; Journal article, 2020-10)Time series are a common data type in biomedical applications. Examples include heart rate, power output, and ECG. One of the typical analysis methods is to determine longest period a subject spent over a given heart rate ... -
Automatic Supervisory Controller for Deadlock Control in Reconfigurable Manufacturing Systems with Dynamic Changes
(Peer reviewed; Journal article, 2020-07)In reconfigurable manufacturing systems (RMSs), the architecture of a system can be modified during its operation. This reconfiguration can be caused by many motivations: processing rework and failures, adding new products, ... -
Attitude and Heading Reference System for a laboratory drilling rig control system
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-07-13)This thesis describes the work done in contribution to the UiS Drillbotics 2020 drill rig design for the annual international Drillbotics competition. Drillbotic is a competition for universities to design and build a ... -
Federated Learning for Dementia Classification in a European Multicentre Dementia Study
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-07-15)Every year around 10 million people are diagnosed with dementia worldwide. Higher life expectancy and population growth could inflate this number even further in the near future. Currently the diagnostic process of dementia ... -
Picking Products from Distribution Containers by Object Detection and Occlusion Estimation
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-28)There is a significant increase in e-commerce, and groceries are entering the online platform. With this development, and with customers wanting to change their shopping habits from brick-and-mortar stores to the online ... -
Automatic Video Analysis in Resuscitation
(PhD thesis UiS;, Doctoral thesis, 2020-01)This thesis investigates possibilities for applying automatic video analysis in the medical context of resuscitation of a patient. Two situations are investigated: 1) Out-of-hospital cardiac arrest (OHCA) where there is a ...
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