TKD - Institutt for informasjonsteknologi: Nye registreringer
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How (not to) Run an AI Project in Investigative Journalism
(Peer reviewed; Journal article, 2023)Data journalists are increasingly reliant on automation and artificial intelligence (AI) to process and analyse massive datasets. AI can contribute to journalism by creating visualizations, verifying accuracy of ... -
Interpretable intrusion detection for next generation of Internet of Things
(Peer reviewed; Journal article, 2023)This paper presents a new framework for intrusion detection in the next-generation Internet of Things. MinMax normalization strategy is used to collect and preprocess data. The Marine Predator algorithm is then used to ... -
An intelligent collaborative image-sensing system for disease detection
(Peer reviewed; Journal article, 2023)In this paper we introduce a novel framework for disease detection. The framework is based on intelligent agents where each agent studies the interaction among the different medical data observations using reinforcement ... -
For or Against Equal Pay? A Study of Common Perceptions
(Peer reviewed; Journal article, 2023)The topic of equal pay usually sparks debates with diverse opinions ranging from those supporting equal pay to those that oppose equal pay. This study attempted to gather empirical data on how individuals perceive equal ... -
Single-leg stance on a challenging surface can enhance cortical activation in the right hemisphere – A case study
(Peer reviewed; Journal article, 2023)Maintaining body balance, whether static or dynamic, is critical in performing everyday activities and developing and optimizing basic motor skills. This study investigates how a professional alpine skier’s brain activates ... -
An overview of artificial intelligence used in malware
(Chapter; Conference object, 2023)Artificial intelligence (AI) and machine learning (ML) methods are increasingly adopted in cyberattacks. AI supports the establishment of covert channels, as well as the obfuscation of malware. Additionally, AI results in ... -
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure
(Chapter; Conference object, 2023)The in vitro fertilization procedure called intracytoplasmic sperm injection can be used to help fertilize an egg by injecting a single sperm cell directly into the cytoplasm of the egg. In order to evaluate, refine and ... -
The S-diagnostic - an a posteriori error assessment for single-reference coupled-cluster methods
(Peer reviewed; Journal article, 2023)We propose a novel a posteriori error assessment for the single-reference coupled-cluster (SRCC) method called the S-diagnostic. We provide a derivation of the S-diagnostic that is rooted in the mathematical analysis of ... -
Crystal limits of compact semisimple quantum groups as higher-rank graph algebras
(Journal für die Reine und Angewandte Mathematik;, Peer reviewed; Journal article, 2023)Let Oq [K] denote the quantized coordinate ring over the field C(q) of rational functions corresponding to a compact semisimple Lie group K, equipped with its ∗-structure. Let A0 ⊂ C(q) denote the subring of regular functions ... -
Exploring the User Experience of an AI-based Smartphone Navigation Assistant for People with Visual Impairments
(Chapter; Conference object, 2023)Advancements in artificial intelligence (AI), computer vision, and smartphone technology have spurred the development of naviga- tion assistants aiming to improve the independent mobility experi- ence of people with visual ... -
Global lead-lag changes between climate variability series coincide with major phase shifts in the Pacific decadal oscillation
(Peer reviewed; Journal article, 2023)We show that there are distinct periods when three ocean variability series in the Atlantic and the Pacific Oceans persistently lead or lag each other, as well as distinct periods when ocean variability series lead the ... -
High-resolution lead–lag relations between Barents Sea temperatures, the AMOC and the AMO during 1971-2018
(Peer reviewed; Journal article, 2023)The direction of heat transport from the atmosphere to the Barents Sea, and between the Barents Sea and the North Atlantic is important for understanding the interplay between Greenland ice melting and anthro- pogenic ... -
Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines
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Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?
(Peer reviewed; Journal article, 2023)The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual ... -
Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
(Peer reviewed; Journal article, 2023)Deep neural networks are complex machine learning models that have shown promising results in analyzing high-dimensional data such as those collected from medical examinations. Such models have the potential to provide ... -
Designing User Interface Toggles for Usability
(Peer reviewed; Journal article, 2023)Toggles are used extensively by all major software vendors and often in the form of sliders. Although they mostly all share an on or off functionality, there are differences in how designers and developers represent these ... -
The Structure of the Density-Potential Mapping. Part II: Including Magnetic Fields
(Peer reviewed; Journal article, 2023)The Hohenberg−Kohn theorem of density-functional theory (DFT) is broadly considered the conceptual basis for a full characterization of an electronic system in its ground state by just one-body particle density. In this ... -
White-box Fuzzing RPC-based APIs with EvoMaster: An Industrial Case Study
(Peer reviewed; Journal article, 2023)Remote Procedure Call (RPC) is a communication protocol to support client-server interactions among services over a network. RPC is widely applied in industry for building large-scale distributed systems, such as Microservices. ... -
The Structure of the Density-Potential Mapping. Part II: Including Magnetic Fields
(Peer reviewed; Journal article, 2023)The Hohenberg−Kohn theorem of density-functional theory (DFT) is broadly considered the conceptual basis for a full characterization of an electronic system in its ground state by just one-body particle density. In this ...