Department of Information and Communication Technology: Nye registreringer
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Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
(Academic article, 2023)Tsetlin machine (TM) is a logic-based machine learning approach with the crucial advantages of being transparent and hardware-friendly. While TMs match or surpass deep learning accuracy for an increasing number of applications, ... -
Digital Governance as a Scientific Concept
(Chapter; Peer reviewed, 2022)The term eGovernance has been used for almost 2 decades and suggests a relationship between some electronic—or digital—aspects and governance in a traditional form. Several scholars have pointed out that eGovernance has ... -
Sharing, Cooperation or Collective Action? A Research Agenda for Online Interaction in Digital Global Governance
(International Conference on Electronic Participation;, Peer reviewed; Conference object, 2023)Digital technologies are increasingly used to support governance at the global level. However, the global level has received very little attention in digital governance research. Global governance differs from national ... -
Affordances of e-reporting on a supranational level: the case of Reportnet
(Peer reviewed; Conference object, 2022)An increasing emphasis on data driven and evidence-based policy making gives information and information systems a key role in governance processes. It is also argued that digital governance can support the implementation ... -
The state of information infrastructure for global climate governance
(Peer reviewed; Journal article, 2022)Purpose The world is facing global challenges that require international collaboration. This study aims to describe and analyze how digital technologies are applied in global governance to respond to such critical challenges. ... -
Exploring the Impact of Digital Global Governance through Affordance Theory: the Case of Climate Reporting
(Peer reviewed; Conference object, 2021)The world is facing global challenges, which has led to international policy development such as the Paris Agreement (the United Nations climate agreement). An important element of the Paris Agreement is reporting. As ... -
Augmented Reality enhanced device usage training tool for in-home health-self-monitoring by pregnant women
(Peer reviewed; Journal article, 2023)Virtual care comprising virtual visits and monitoring via audio or video has the potential to reduce access barriers to care and has been successfully implemented in prenatal care. It reduces the frequency of in-person ... -
The role of information systems in global governance: The case of climate reporting
(Doctoral dissertations at University of Agder; 460, Doctoral thesis, 2024)We live in a globally interconnected and interdependent world, where societal challenges are increasingly global in character. States and local communities cannot effectively address such challenges by themselves, which ... -
Triangulating Precision: A Comparative Study of Manual and Automated Annotations with YOLO,Azure Custom Vision and Grounded SAM on a Customized Data set for creation of a product for safety of recycling industries
(Master thesis, 2024)This thesis centers on the imperative task of detecting and segmenting batteries within the recycling industry, addressing the need for an efficient and accurate solution. The primary goal is to conduct a comprehensive ... -
An Interpretable Knowledge Representation Framework for Natural Language Processing with Cross-Domain Application
(Lecture Notes in Computer Science;13980, Chapter; Peer reviewed, 2023)Data representation plays a crucial role in natural language processing (NLP), forming the foundation for most NLP tasks. Indeed, NLP performance highly depends upon the effectiveness of the preprocessing pipeline that ... -
Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian
(Chapter; Peer reviewed, 2023)Contextual language models, such as transformers, can solve a wide range of language tasks ranging from text classification to question answering and machine translation. Like many deep learning models, the performance ... -
Enhancing Cardiovascular Disease Prediction via Hybrid Deep Learning Architectures : A Step Towards Smart Healthcare
(Chapter; Peer reviewed, 2023)Cardiovascular disease presents a serious and increasing global health challenge, making a substantial contribution to morbidity and mortality rates on a global scale. This research study presents a novel methodology for ... -
Fleet management enterprise systems and traffic control synergies: a literature review and research agenda
(Peer reviewed; Journal article, 2023)Synergies between fleet management enterprise systems and traffic control systems for information sharing and collaborative planning can contribute to significant improvements to operational efficiency, safety and environmental ... -
A survey on blockchain envisioned attribute based access control for internet of things: Overview, comparative analysis, and open research challenges
(Peer reviewed; Journal article, 2023)The Internet of Things (IoT) network is rapidly expanding due to sudden technological advancements, which enable objects to become intelligent and contribute to the network. Before permitting a newly added IoT device to ... -
Pioneering approaches for enhancing the speed of hierarchical LA by ordering the actions
(Peer reviewed; Journal article, 2023)Fixed Structure Stocastic Automata (FSSA), Variable Structure Learning Automata (VSSA), and their discretized versions have been significantly improved by utilizing inexpensive estimates of the actions' reward probabilities. ... -
Level up: Unleashing the potential of esports for transerable skill delevopment in the digital working world
(Peer reviewed; Conference object, 2023) -
Dielectric Modulated Bilayer Electrode Top Contact OTFT for Label Free Biosensing
(Peer reviewed; Journal article, 2023)In this paper, dielectric modulated bilayer electrodes top contact organic field effect transistor (DMBETC-OTFT) is investigated as a biosensing device for label-free detection of biomolecules. The nanocavity used for ... -
AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach
(Peer reviewed; Journal article, 2023)Background Automated coaches (eCoach) can help people lead a healthy lifestyle (e.g., reduction of sedentary bouts) with continuous health status monitoring and personalized recommendation generation with artificial ... -
A Systematic Literature Review of 3D Deep Learning Techniques in Computed Tomography Reconstruction
(Peer reviewed; Journal article, 2023)Computed tomography (CT) is used in a wide range of medical imaging diagnoses. However, the reconstruction of CT images from raw projection data is inherently complex and is subject to artifacts and noise, which compromises ... -
Distributed Online Course in Game Modification
(Master thesis, 2023)Creation of a online course hosted on the communcation platform Discord about learning game modification skills. The course design is inspired and informed by several theories. The course was tested between two groups of ...