Browsing NTNU Open by Title
Now showing items 32963-32982 of 100634
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Explainable Visualization for Morphing Attack Detection
(Peer reviewed; Journal article, 2022)Detecting morphed face images has become critical for maintaining trust in automated facial biometric verification systems. It is well demonstrated that better biometric performance of the Face Recognition System (FRS) ... -
Explaining a Deep Reinforcement Learning Agent Using Regression Trees
(Master thesis, 2021)Bruken av "svart-boks"-modeller innen maskinlæring skaper problemer for systemer med fokus på sikkerhet. Systemer som nyttegjør seg av dyp forsterkende læring (engelsk: deep reinforcement learning / DRL) designes ofte med ... -
Explaining a deep reinforcement learning docking agent using linear model trees with user adapted visualization
(Peer reviewed; Journal article, 2021)Deep neural networks (DNNs) can be useful within the marine robotics field, but their utility value is restricted by their black-box nature. Explainable artificial intelligence methods attempt to understand how such ... -
Explaining Bitcoin’s price fluctuations
(Master thesis, 2017)The purpose of this study is to uncover factors that may help explain Bitcoin’s price fluctuations. The price of the cryptocurrency Bitcoin is volatile and has increased from zero in 2009 to an all-time high of 1287USD ... -
Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study
(Chapter, 2022)Explainability in AI is becoming increasingly important as we delegate more safety-critical tasks to intelligent decision support systems. Case-Based Reasoning (CBR) systems are one way to build such systems. Understanding ... -
Explaining decoupling in high income countries: A structural decomposition analysis of the change in energy footprint from 1970 to 2009
(Peer reviewed; Journal article, 2020)The decoupling of energy use from economic growth is an essential element in the transition to a sustainable future. However, little is known about the long-term drivers of decoupling, especially considering the possibility ... -
Explaining deep learning methods for recommender systems
(Master thesis, 2019)Systemkrav for anbefalingssystemer er i stadig endring. Formatet til anbefalinger, samt GDPR, har bragt med seg nye krav for anbefalingene som blir gitt. Forklarbarhet eller tolkbarhet er ett av disse nye kravene. orklarbarhet ... -
Explaining deep learning methods for recommender systems
(Master thesis, 2019)Systemkrav for anbefalingssystemer er i stadig endring. Formatet til anbefalinger, samt GDPR, har bragt med seg nye krav for anbefalingene som blir gitt. Forklarbarhet eller tolkbarhet er ett av disse nye kravene. Forklarbarhet ... -
Explaining Deep Learning Models for Credit Scoring with SHAP: A Case Study Using Open Banking Data
(Peer reviewed; Journal article, 2023)Predicting creditworthiness is an important task in the banking industry, as it allows banks to make informed lending decisions and manage risk. In this paper, we investigate the performance of two different deep learning ... -
Explaining depression symptoms in patients with social anxiety disorder: Do maladaptive metacognitive beliefs play a role?
(Journal article; Peer reviewed, 2018)Social anxiety disorder (SAD) is a major risk factor for developing symptoms of depression. Severity of social anxiety has previously been identified as a risk factor, and cognitive models emphasize dysfunctional schemas ... -
Explaining fake news
(Master thesis, 2021)Dagens nyhetsbilde står forran en stor utfordring på grunn av mengden falske nyheter som florerer. Selv om en nyhetsartikkel kan bli automatisk detektert som falsk er det fremdeles vanskelig å forklare forskjellen mellom ... -
Explaining gender differences in preschoolers’ attachment style
(Master thesis, 2014)Gender has throughout most attachment literature not been considered an important factor in the development of individual differences in attachment. However, some studies on preschoolers, especially using story ... -
Explaining learning performance using response-time, self-regulation and satisfaction from content: an fsQCA approach
(Chapter, 2018)This study focuses on compiling students' response-time allocated to answer correctly or wrongly, their self-regulation, as well as their satisfaction from content, in order to explain high or medium/low learning performance. ... -
Explaining motivational antecedents of citizenship behavior among preservice teachers
(Journal article; Peer reviewed, 2015)A typical preservice teacher will experience demanding teaching situations during practicum. In such situations, interpersonal support from fellow students may be an important factor if experiences gained during teaching ... -
Explaining Outcome Differences between Men and Women following Mild Traumatic Brain Injury
(Peer reviewed; Journal article, 2021)Men and women differ in outcomes following mild traumatic brain injury (TBI). In the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study, we previously found that women ... -
Explaining Public Disagreement over Risk: The Case of Disasters
(Master thesis, 2012)Citizens’ perceptions of the risk associated with various kinds of disasters are important. Public opinion on these matters can both compel and constrain political, economic and social efforts to address issues related to ... -
Explaining random forest predictions with partial dependence and accumulated local effects plots
(Bachelor thesis, 2021)Denne bacheloroppgaven tar for seg potensielle bruskområder for to XAI metoder for å analysere svart boks modeller. For å gjøre dette brukes en svart boks model fra statistisk læring, for denne oppgaven er det valgt å bruke ... -
Explaining sex differences in risk of bloodstream infections using mediation analysis in the population-based HUNT study in Norway
(Peer reviewed; Journal article, 2022)Previous studies indicate sex differences in incidence and severity of bloodstream infections (BSI). We examined the effect of sex on risk of BSI, BSI mortality, and BSI caused by the most common infecting bacteria. Using ... -
Explaining Support for Political Violence: Grievance and Perceived Opportunity
(Peer reviewed; Journal article, 2020)What explains support for violence against the state? The surge in survey-based studies in (former) conflict areas has improved our understanding of the determinants of armed conflict. Yet, the potential interaction between ...